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The client loves the scheme, then asks what the facade looks like in brick instead of stone, and the meeting stalls because the only honest answer is "let me render that and get back to you." Every architect knows that stall.&nbsp;
At AEC+Tech, we've watched the AEC tools we cover get very good at making the picture look real. What's changing now is where that picture sits in the process, moving from documentation into the decision itself.&nbsp;
For most of the last decade, progress in architectural visualization has been measured in image quality. Physically accurate lighting, richer material systems, and real-time ray tracing have closed much of the gap between a render and a photograph. What used to count as exceptional is now the baseline clients expect.
Rendering has improved fast. One part of the workflow has barely moved.
Design reviews still lean on static images, pre-rendered animations, and fixed camera paths. Those outputs record decisions well enough, but they sit outside the conversation. The moment a meeting turns toward a different material, a new lighting condition, or an alternate scheme, the presentation stalls while someone prepares fresh visuals elsewhere.
That gap matters more as practice becomes more collaborative. Clients, consultants, engineers, and developers now weigh in across the whole design process, not only at the end. Meetings have turned into working sessions where decisions take shape in the room. The way architecture gets presented has to keep up with that.
So visualization is starting to play a different part. Beyond the final picture, it is becoming a medium for discussion, comparison, and decisions made on the spot. The next step forward may be interaction as much as realism.
Every architect knows the moment a client asks to see it another way and the room goes quiet waiting on new visuals. D5 says 3.1 closes that gap, and will <a href="https://www.d5render.com/webinars/whats-new-in-d5-3-1" target="_blank" rel="noopener">prove it live on July 21</a>
<h2 dir="ltr">Answer "Can We See It Another Way?" On the Spot&nbsp;</h2>
This is the thinking behind <a href="https://bit.ly/d5-3-1" target="_blank" rel="noopener">D5 3.1.</a>
Plenty of tools compete on how convincing the picture looks. Fewer ask what happens to it once a room full of stakeholders starts pushing back.&nbsp;
The release starts from a practical question: how does visualization stay useful once the meeting starts?
D5's answer is Interactive Presentation, a workflow that lets architects organize a review like a slide deck while keeping the live project open behind it.
<figure class="image"><img src="https://aecplustech-files.s3.amazonaws.com/blog/764404fa-3db9-4d3c-b9ec-9e36afea816e.png" alt="Interactive Presentation enables real-time scene switching with slides and 3D triggers." width="1080">
<figcaption>Interactive Presentation enables real-time scene switching with slides and 3D triggers.</figcaption>
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Instead of preparing several image sets or separate animations ahead of time, teams can move between design schemes, materials, lighting, weather, viewpoints, and object visibility inside a single presentation. A question that used to interrupt the review can be explored right away. Real-time scene switching runs through slides and 3D triggers, so the flow of the meeting holds together.
The presentation becomes a working space for the design, one the team can steer as the discussion moves.
<h2 dir="ltr">Let Clients Walk the Space Before It Exists&nbsp;</h2>
Interactive Presentation sits inside a wider set of tools aimed at making review more interactive and easier to adapt to the room.
Stereoscopic Panorama brings depth-aware panoramic views to VR, which helps clients and project teams read scale, materials, and how spaces relate to one another. Better VR navigation and controller handling make VR walkthroughs steady enough for everyday reviews rather than occasional demos.
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Spatial Tour has moved along too, with faster scene generation, smoother transitions between indoor and outdoor spaces, and dollhouse views that make it simpler to move through a complicated project.
These tools sit alongside still renders and animations and widen the options, so a team can pick the right way to explore a design based on the audience, the project stage, and what the review needs to settle.
<h2 dir="ltr">Start Seeing the Design the Moment You Model It&nbsp;</h2>
The quality of any review depends on everything that happens before it.
As visualization gets pulled deeper into design work, architects increasingly want to test ideas while those ideas are still moving, instead of waiting for documentation to finish. In that sense, presentation begins earlier than the slide deck. It begins when a team first tries out form, light, material, atmosphere, and how a space feels to move through.
In practice, the visual thinking usually happens long before anyone opens presentation software, and tools have been slow to meet designers there.&nbsp;
That continuity reaches past D5 Render itself. After its earlier <a href="https://www.aecplustech.com/tools/sketchup">SketchUp</a> release, D5 Lite now works inside Rhino and <a href="https://www.aecplustech.com/tools/revit">Revit</a>, bringing real-time visualization into more of the tools architects already use. Designers can preview materials, lighting, and visual direction without leaving the modeling environment, which supports quicker exploration during concept work, massing studies, facade development, and iterative testing.
<figure class="image"><img src="https://aecplustech-files.s3.amazonaws.com/blog/faae324a-8c58-4578-aac2-06f9faac39b1.png" alt="D5 Lite: Visualize projects directly inside Rhino, Revit and Sketchup" width="1080">
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Start in D5 Lite, finish in D5 Render, without switching tools
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D5 Lite is built for that early work, making design decisions more visual from the start. When a project needs higher-end imagery, animation, or an interactive presentation, the work carries on into D5 Render. Paired with Cloud Collaboration, distributed teams can review and share work with less reliance on manual file swaps or local hardware, which keeps things continuous from concept through client review.
<h2 dir="ltr">Photoreal That Holds Up When Clients Look Closely&nbsp;</h2>
As presentations get more interactive, the visuals behind them matter even more. A live scene only works if it holds up when someone leans in.
D5 Render 3.1 adds a set of production-focused improvements that strengthen realism while keeping real-time response.&nbsp;
<figure class="image"><img src="https://aecplustech-files.s3.amazonaws.com/blog/84679fde-46df-4239-985d-65e93278fb1f.png" alt="ACEScg Color Space preserves richer HDR color detail and supports professional ACES workflows" width="1080">
<figcaption spellcheck="false" data-qb-tmp-id="lt-926652" data-gramm="false">ACEScg Color Space preserves richer HDR color detail and supports professional ACES workflows</figcaption>
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The move to an ACEScg working color space brings in a production-grade color pipeline, the kind used in film and visual effects, which improves color consistency across visualization and post-production. HeightField Tracing gives displacement materials richer surface relief without adding geometric weight, so brick, stone, and timber keep convincing physical depth even in large scenes.
<figure class="image"><img src="https://aecplustech-files.s3.amazonaws.com/blog/196052f2-45b2-4577-a1c1-32e97aa7bc83.png" alt="Seasonal Vegetation lets foliage and branch structure change by date, previewing all seasons in one scene" width="1080">
<figcaption spellcheck="false" data-qb-tmp-id="lt-626429" data-gramm="false">Seasonal Vegetation lets foliage and branch structure change by date, previewing all seasons in one scene</figcaption>
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Landscape work gains more nuance through Seasonal Vegetation, which lets foliage and branch structure change by date and previews a full year of a planting scheme in one scene. A run of smaller refinements rounds it out, including Custom Pivot, MeasureLine, improved City Generator controls, smarter Auto Exposure, and wider Gaussian Splatting support. Each one trims repetitive adjustments and keeps production moving.
It adds up to one point. An interactive presentation is only as good as the rendering underneath it, and that rendering has to hold both fidelity and speed at once.
<h2 dir="ltr">From Better Images to Better Decisions&nbsp;</h2>
Architectural visualization has spent years chasing realism. That work continues, though realism on its own no longer defines the field.
As projects get more collaborative, the ability to move between options, respond to feedback, and explain a design in context is becoming just as important. Presentations are becoming part of the design process itself.
<blockquote>
"The tools we end up writing about at AEC+Tech are rarely the ones with the longest feature list. They're the ones that change how a decision gets made."&nbsp; &mdash; Niknaz Aftahi&nbsp;
</blockquote>
D5 3.1 reflects that direction. It builds presentation into the design work, making visualization a place where ideas can be explored, compared, and refined with the people in the room.
Whether this turns out to be the next phase of the discipline is still an open question. The goal is clearly shifting, from producing better images toward better conversations about the work.
The biggest change in D5 3.1 sits outside the render itself. Visualization now stays in play through the whole conversation, long after the image is done.
<h2 dir="ltr">See it live&nbsp;</h2>
D5 will demonstrate the 3.1 workflow in a live webinar on Tuesday, July 21, 2026 at 1:00 PM UTC, hosted by Jeff Espinoza, D5's Director of Customer Success and Services. The session covers D5 Lite for Rhino and Revit, Interactive Presentation, VR review, Stereoscopic Panorama, ACEScg, HeightField Tracing, and Seasonal Vegetation.
You can register using&nbsp;<a href="https://www.d5render.com/webinars/whats-new-in-d5-3-1" target="_blank" rel="noopener">this webinar page</a>, and anyone who registers but cannot attend will receive access to the recording.
To learn more about D5 Render, visit their <a href="../../../tools/d5-render" target="_blank" rel="noopener">page on aec+tech&nbsp;</a>or explore the latest features on the official <a class="_ymio1r31 _ypr0glyw _zcxs1o36 _mizu194a _1ah3dkaa _ra3xnqa1 _128mdkaa _1cvmnqa1 _4davt94y _4bfu18uv _1hms8stv _ajmmnqa1 _vchhusvi _kqswh2mm _ect4ttxp _syaz13af _1a3b18uv _4fpr8stv _5goinqa1 _f8pj13af _9oik18uv _1bnxglyw _jf4cnqa1 _30l313af _1nrm18uv _c2waglyw _1iohnqa1 _9h8h12zz _10531ra0 _1ien1ra0 _n0fx1ra0 _1vhv17z1" title="https://www.d5render.com/" href="https://www.d5render.com/" target="_blank" rel="noopener" data-renderer-mark="true" data-is-router-link="false" data-testid="link-with-safety">D5 Render website</a>.
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Niknaz Aftahi is the founder of AEC+Tech. This article was produced with materials from D5 as part of a partnership, and independently edited for the AEC+Tech community.
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D5 Render 3.1 turns design reviews into live sessions. Interactive Presentation switches schemes, materials, and lighting on the spot; D5 Lite reaches Rhino and Revit. 

D5 3.1 Wants to End the "We'll Render It Tomorrow" Moment

<div><img src="https://aecplustech-files.s3.amazonaws.com/blog/5741b41d-2b98-40f9-9a96-00550e6d0a57.png" alt="InspectMind AI" width="1080"></div>
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<div>Most conversations about AI in construction start with speed.&nbsp;</div>
<div>&nbsp;</div>
<div>&ldquo;How many hours did we save?&rdquo;</div>
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<div>&ldquo;How many pages could we review in minutes?"&nbsp;</div>
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<div>But a recent aec+tech conversation on AI-driven plan review made a more useful point: the tools save time, but the real reason to adopt them is risk.</div>
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<a href="https://www.youtube.com/watch?v=r0nEGFxC7as">This conversation</a> brought together Colton Johnson, Principal Engineer at Flint Engineering Company; Aakash Prasad, Co-founder and CEO of InspectMind AI; and Simon G. Solorio, President of Solorio Inc. Much of the discussion centered on InspectMind AI's plan-checking tool, though the takeaways apply to any firm weighing this kind of software.&nbsp;
In this article you&rsquo;ll see where AI plan review helps, where it falls short, and why a firm with weak internal processes will not get much out of it no matter how good the software gets.
<h2 dir="ltr">Reading a Pictorial Language</h2>
Plan review is not just about reading text. Construction documents carry meaning through symbols, callouts, line weights, and schedules that change from one project type to the next. An industrial set does not look like a large residential set. Every new hire has to learn how to read that visual system before they can review anything in it.
<blockquote>
"Construction documents are a language, and on top of that they're a pictorial language. You're relying on graphic and visual cues to display the information, translating heavy analysis and code requirements into those pictures."
&mdash; Colton Johnson, Principal Engineer, Flint Engineering Company
</blockquote>
Solorio described the second half of the problem: volume.&nbsp;
Even with tools like <a href="https://www.aecplustech.com/tools/revit">Revit</a> and virtual walk-throughs on Meta Quest headsets, engineers still check ever-changing building codes by hand and coordinate across disciplines. Holding hundreds of pages of drawings against dense architectural, structural, mechanical, and civil specifications is a cognitive load that does not scale. There is only so much one person can keep straight at once, and plan sets keep getting bigger.
That is the gap AI steps into. Not the design work or the engineering judgment, but the slow, repetitive cross-checking that wears people down and still lets errors slip through.
A Third-Party Reviewer That Works Through Lunch
<figure class="image"><img src="https://aecplustech-files.s3.amazonaws.com/blog/bb52d8a0-3272-45e5-b6a9-e96e1717194f.png" alt="Errors missed in review surface on site, where fixes cost most." width="1080">
<figcaption spellcheck="false" data-qb-tmp-id="lt-8150" data-gramm="false">Fig 2) Errors missed in review surface on site, where fixes cost most.&nbsp;</figcaption>
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AI is a third-party reviewer. It&rsquo;s not a replacement for the engineer or the plan checker, but an extra set of eyes that never gets tired and never skips a page.
Prasad said InspectMind AI can typically review a 100- to 200-page project in one to two hours. In that window it catches discrepancies between drawings and specs, flags cross-discipline coordination issues, and checks against selected/applicable codes and references. It surfaces a prioritized set of findings while the team continues other work.&nbsp;
InspectMind AI has flagged a water main running straight into a 12-inch concrete pipe. It has caught a storm sewer drawn with no slope, which means it would never drain. These are the errors that hide on page 140 of a set and get expensive once they reach the field.&nbsp;
<blockquote>
"This isn't replacing your own diligence or your own quality of work. It's a useful automated review tool that helps you reduce risk and liability and improve quality overall."
&mdash; Aakash Prasad, Co-founder and CEO, InspectMind AI&nbsp;
</blockquote>
The discussion was honest about the limits, too. AI still struggles to read the purely graphical parts of a drawing when there are no words or numbers to anchor it. That should improve over the next few years, but for now InspectMind AI is strongest where drawings, specs, and code references can be grounded and cited. Purely graphical meaning, where the intent lives only in the picture, is still an area where human review matters.
<h2 dir="ltr">From Months of Back-and-Forth to Days&nbsp;</h2>
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<figure class="image"><img src="https://aecplustech-files.s3.amazonaws.com/blog/c6175af5-f771-4066-a384-2d4991e7ce06.png" alt="InspectMind AI tags each finding by severity, discipline, and code." width="1080">
<figcaption>Fig 3) InspectMind AI tags each finding by severity, discipline, and code.&nbsp;</figcaption>
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A minor discrepancy on a drawing is not just a quality problem. It is a liability problem. Prasad pointed to ADA compliance as an example. A ramp drawn with a 2.2 percent slope instead of the required 2 percent maximum is a small number on a sheet and a frequent target for litigation. Catching it before construction starts is worth far more than the hour it saved.
The same logic runs downstream. Errors that survive review become Requests for Information (RFIs) and change orders once contractors are on site. Each one costs time and money and strains the client relationship. The financial case lives in catching those errors early.&nbsp;
A church project in California shows how that plays out. The design firm ran its full drawing set (architecture, civil, structural, and specs) through InspectMind AI before submitting to the city. The AI flagged around 300 issues. The team fixed them first. When the city's review came back, the comments were mostly minor, and the firm closed them out in days rather than the weeks or months a project like this can take.
That is the payoff that matters. Not the hours saved running the review, but the weeks of back-and-forth with the jurisdiction that never happened, and the rework that never reached the field.
Garbage In, Garbage Out Still Applies
<figure class="image"><img src="https://aecplustech-files.s3.amazonaws.com/blog/88271371-af97-4945-8f3f-0a5ee2295ce9.png" alt="AI only reflects the inputs it gets." width="1080">
<figcaption spellcheck="false" data-qb-tmp-id="lt-415377" data-gramm="false">Fig 4) AI only reflects the inputs it gets.</figcaption>
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The strongest warning has always been against leaning on the tools too hard. The old 'garbage in, garbage out' rule still stands.
The software is powerful, but it sits on top of a firm's inputs, its standards, and the judgment of the people running it.
Solorio made the case for foundational knowledge. Junior engineers still need to learn the basics through hand calculations and free-body diagrams so they understand how loads travel and what a structural member is actually doing. Without that, an engineer cannot tell when the AI is wrong.
<blockquote>
"If you put in garbage, you're going to get out garbage, and that's still true with these new programs. If you put in something wrong, it gives you something wrong. You have to know the basics to know when it's giving you wrong information."
&mdash; Simon G. Solorio, President, Solorio Inc.
</blockquote>
Johnson framed the same idea as a sequence. He sees a working AI workflow as a three-tier system.&nbsp;
A firm establishes good internal processes first. Then it introduces standard automations. Only then does it put AI at what he called the tip of the spear. Skip the first two steps and there is nothing solid for the AI to stand on. When a firm's drawing standards and inputs are inconsistent, there is no realistic way to scale an AI workflow on top of them.
<h2 dir="ltr">Own the Output</h2>
Accountability is the other side of this. When an engineer signs off on a design, they own it, whatever tools helped produce it.
<blockquote>
"The motto we live by with AI is own the output. Just because you have a cool tool doesn't mean you get to say that the tool is the reason something was wrong. You own the output."
&mdash; Colton Johnson, Principal Engineer, Flint Engineering Company
</blockquote>
That has a practical edge. Johnson raised data security, pointing out that client information needs to stay protected under NDAs when a firm runs it through a third-party AI platform. Owning the output means owning the data path, too. Before uploading project documents, firms should evaluate the data path and the platform's NDA and security requirements. That is a question to settle before the first project goes up, not after.&nbsp;
<h2 dir="ltr">Built by the People Who Use It</h2>
The panel closed on what actually makes these tools better, and the answer was feedback from the field rather than anything happening in a lab. Solorio and Johnson both pointed to the value of a simple thumbs up or thumbs down on each flagged issue. That input teaches the model the difference between a real problem and an irrelevant false positive, which is the difference between a tool engineers trust and one they learn to ignore.
Because AEC technology moves quickly, the tools that respond to this feedback can change almost daily. Johnson offered an example from a job site. He floated the idea of having the plan checker automatically generate a targeted field observation checklist based on the specific materials and structural elements it found in the drawings. Within hours, the development team had piloted a connection between the plan checker and a site inspection app.
That speed of iteration is the point underneath the whole conversation.
The AI plan review tools that earn a place in AEC workflows will be the ones built and shaped by the people doing the work, not the ones that promise to do the thinking for them. The engineers on this panel were not looking for software to replace their judgment. They were looking for a reviewer that helps them protect it. That is a smaller promise than replacing an engineer, and a far more useful one.
&nbsp;
To learn more about InspectMind AI, visit InspectMind AI's <a href="../../../tools/inspectmind-ai" target="_blank" rel="noopener">page on aec+tech </a>or explore the latest features and request access on the InspectMind AI's <a class="_ymio1r31 _ypr0glyw _zcxs1o36 _mizu194a _1ah3dkaa _ra3xnqa1 _128mdkaa _1cvmnqa1 _4davt94y _4bfu18uv _1hms8stv _ajmmnqa1 _vchhusvi _kqswh2mm _ect4ttxp _syaz13af _1a3b18uv _4fpr8stv _5goinqa1 _f8pj13af _9oik18uv _1bnxglyw _jf4cnqa1 _30l313af _1nrm18uv _c2waglyw _1iohnqa1 _9h8h12zz _10531ra0 _1ien1ra0 _n0fx1ra0 _1vhv17z1" title="https://www.inspectmind.ai/" href="https://www.inspectmind.ai/" target="_blank" rel="noopener" data-renderer-mark="true" data-is-router-link="false" data-testid="link-with-safety">website</a>.
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Editor's Note
<img src="https://aecplustech-files.s3.amazonaws.com/blog/c3806924-0521-483d-b74d-a01f09ed330e.png" alt="Niknaz Aftahi" width="160" height="160">
This article was independently reviewed and edited by Niknaz Aftahi, Founder of AEC+Tech, drawing on InspectMind AI's product documentation, direct conversation with the panel participants, and hands-on knowledge of plan review and QA/QC workflows. Figures drawn from the panel rather than published material were checked before publishing.
&mdash; Niknaz Aftahi, Founder, AEC+Tech
&nbsp;
</div>

AI plan review saves hours, but engineers say the real payoff is fewer lawsuits, cleaner permit reviews, and errors caught before they reach the field.

AI Plan Review Isn't About Speed. It's About Staying Out of Court.

Trimble selected 15 AECO startups for its 2026 0-60 Challenge, supporting AI, robotics, and interoperability integrations across construction workflows.

The Next Generation of AECO Innovation: Meet the 2026 Trimble 0-60 Finalists

Learn how Ideate StyleManager, Explorer, and BIMLink reduce Revit inefficiencies with automated QA/QC workflows, cleanup tools, and bulk parameter editing.

How Ideate Software Improves Revit Data Management and QA/QC

Kestrel Labs embeds AI code compliance in the BIM model, using computable codes and Revit workflows for traceable results, less rework, and faster permitting.

How Kestrel Labs Is Bringing Code Compliance Inside the BIM Model

Solibri, a Nemetschek Company, is the global leader in model quality, BIM validation, and digital quality assurance for the construction industry. Solibri helps architects, engineers, contractors, owners, infrastructure teams, and public-sector organizations ensure that digital building models are accurate, reliable, and ready for confident decision-making before construction begins.

Digital construction depends on trusted model data. As buildings and infrastructure projects become more complex, teams need more than visual model review. They need structured, repeatable quality assurance that verifies geometry, information, classification, coordination, and compliance across every project stage. Solibri embeds rule-based BIM validation into digital construction workflows, helping teams identify and resolve issues early, before they create costly rework, delays, or downstream risk.

With Solibri, project teams can check multidisciplinary BIM models systematically, detect clashes, validate data, review classifications, manage issues, and enforce project or organizational standards. This supports a more reliable model-based process where decisions are made using verified information rather than assumptions. By improving model quality before construction, Solibri helps teams strengthen collaboration, reduce financial exposure, protect schedules, and improve the quality of building information across the entire building lifecycle.

Solibri supports BIM quality assurance from design through long-term operations. 

- In design and architecture, teams can validate models early to prevent inconsistencies before coordination begins. 
- In BIM coordination, Solibri helps multidisciplinary teams detect clashes, verify standards, and align around trusted model data. 
- During construction and handover, validated BIM information supports contractors in planning, delivery, documentation, and project handover. 
- In operation and maintenance, accurate model data helps owners and facility managers maintain buildings and infrastructure more efficiently over time. 


The Solibri platform is available through a structured product portfolio designed for different levels of BIM maturity, team size, and validation needs. 

- Solibri Starter gives individual professionals and small teams reliable IFC model review, federation, visual inspection, and model-based communication. 
- Solibri Essential adds structured clash detection, predefined rule-based model checking, baseline information validation, BCF issue management, and CDE integrations for project teams formalizing coordination workflows. 
- Solibri Advanced enables organizations to enforce digital quality standards across projects with custom rules, clash detection matrix control, IDS workflows, Quantity and Information Takeoff, repeatable validation practices, and automation-ready workflows. 
- Solibri Premium supports portfolio-level governance, compliance assurance, scalable automation, point cloud checking, centralized validation frameworks, AI-powered assistance, and extended IDS management. 

For secure and regulated environments, Solibri Security+ provides fully offline, air-gapped validation for government, defense, and sovereign infrastructure use cases. 


Built on openBIM, interoperability, and decades of BIM quality assurance expertise, Solibri integrates into connected digital construction ecosystems and supports collaboration across disciplines, organizations, and project phases. Active in over 100 countries, Solibri serves construction developers, infrastructure projects, design and engineering teams, contractors, owners, and public authorities working with digital permitting and model-based project delivery.

By raising the standard for model quality and information reliability in BIM, Solibri helps the construction industry move from reactive issue resolution to proactive quality assurance. Solibri enables teams to reduce rework, improve collaboration, ensure compliance, and deliver better buildings and infrastructure through trusted digital models. 

Solibri

Solibri is a Nemetschek Company and the global leader in BIM model validation and digital construction quality assurance, helping project teams reduce rework, ensure compliance, and deliver better buildings through trusted digital models.

Unanet Company Overview

Unanet is a leading provider of AI-first ERP and growth software for project-based businesses, with a strong focus on architecture, engineering, and construction firms. Built specifically for the way AEC companies operate, Unanet helps organizations manage the full lifecycle of work — from business development and client relationships to project delivery, financial management, and long-term growth.

Built for the Way AEC Firms Work

AEC firms face a unique set of challenges. They need to balance project delivery, staffing, utilization, profitability, client relationships, and business development — often across multiple systems that do not work well together. Unanet is designed to solve that problem by giving firms a purpose-built platform that connects the critical parts of the business in one place.

Rather than forcing AEC companies to adapt to generic enterprise software, Unanet delivers technology tailored to the realities of project-based work. That means better visibility, stronger collaboration, and faster decision-making across teams.

One Connected Platform for Better Visibility

Unanet helps unify financials, projects, and pursuits in a single intelligent environment. With built-in automation and real-time visibility, leaders can monitor project performance, understand resource needs, track profitability, and make informed decisions using current data instead of outdated reports or manual spreadsheets.

For AEC firms, this kind of connectivity matters. Margins, timelines, staffing levels, and client expectations are tightly linked, and even small gaps in visibility can affect performance. By bringing essential business functions together, Unanet helps firms operate more efficiently while creating a stronger foundation for growth.

ERP Designed for Project-Based Operations

A major part of Unanet’s AEC offering is its ERP solution for architecture and engineering firms. The platform is built to support the operational and financial needs of project-based organizations through capabilities that help teams manage:

Prospects and project pipelines
Active projects and resource plans
Time and expense tracking
Accounting and financials
Reporting and analytics

The result is a shared source of truth for project managers, finance leaders, and business development teams. Instead of working in silos, teams can align around the same data to improve planning, execution, and profitability. For firms looking to gain tighter control over utilization, staffing, and project-based accounting without adding unnecessary complexity, Unanet provides a modern, easy-to-use solution.

CRM That Supports Growth

In addition to ERP, Unanet offers CRM capabilities built specifically for the AEC market. Its CRM platform is designed to help firms strengthen relationship management, improve pipeline visibility, and support more strategic pursuit decisions.

For marketing and business development teams, this means easier access to the client, project, and opportunity data needed to create stronger proposals and presentations. For firm leaders, it means better insight into where opportunities are coming from, how relationships are developing, and which pursuits are most likely to drive profitable growth.

Practical AI for Smarter Decisions

Unanet’s position in the market is also shaped by its focus on AI and smart technology. The company’s AI-first approach is centered on practical automation, faster insights, and better business decisions. For AEC firms, that is especially relevant in an environment where teams are expected to do more with fewer resources while maintaining high standards for delivery and performance.

Rather than treating AI as a standalone add-on, Unanet presents it as a layer of intelligence built into the way the business works. This helps teams streamline tasks, improve forecasting, and focus more time on high-value work across project delivery, marketing, finance, and operations.

Trusted by Thousands of Project-Driven Firms

Unanet’s scale reinforces its position as a trusted technology partner. The company states that more than 4,200 government contractor, architecture, engineering, and construction firms rely on Unanet to help manage projects, financials, and growth. In addition to software, Unanet emphasizes customer success, training, integrations, and related services that support firms through implementation, adoption, and long-term improvement.

Supporting the Future of AEC

At its core, Unanet is focused on helping project-based businesses unlock productivity and perform at a higher level. That mission aligns closely with the AEC industry, where firms are responsible for designing, engineering, and building the environments that shape communities and industries.

Overall, Unanet positions itself as more than a software provider. It is a strategic partner for AEC firms that want connected systems, stronger operational visibility, smarter growth tools, and technology built specifically for the demands of project-based business.

Unanet

Unanet is an AI-first ERP and CRM platform purpose-built for government contractors and architecture, engineering, and construction firms. It unifies project management, financials, resource planning, and business development in one system.



Empowering the Built World Through Technology, Expertise, and Innovation

With more than three decades of innovation and a global footprint spanning 13 countries, Graitec stands as a recognized leader in software solutions that accelerate digital transformation for the Architecture, Engineering, Construction (AEC), and Manufacturing industries. Since its founding, Graitec has remained focused on empowering firms to design, build, manufacture, and operate more efficiently through advanced digital workflows, automation, and intelligent data-driven tools.

As a long-standing Autodesk Platinum Partner—and one of the largest Autodesk partners globally—Graitec delivers industry-leading software, consulting expertise, and technical support to help teams maximize their investments in Autodesk solutions such as Revit, Autodesk Construction Cloud, AutoCAD, Inventor, Fusion, and Civil 3D. Through comprehensive implementation services, training programs, workflow optimization, and digital advisory, Graitec helps organizations adopt and scale technology with confidence.

Over the past decade, Graitec has evolved from a regional Autodesk reseller to a global technology and innovation leader. A defining part of this expansion has been strategic acquisitions, including Microsol Resources in New York—known for its deep BIM expertise and high-touch client engagement—and Applied Software, a premier Autodesk reseller based in Atlanta. Today, both companies operate under the unified identity of Graitec North America, delivering the combined capabilities of a global organization with the personalized service of a trusted local partner.

Innovation sits at the core of Graitec’s strategy. With a team of more than 200 in-house developers, the company continuously advances its growing portfolio of proprietary technologies designed to complement, enhance, and extend Autodesk and industry workflows. Graitec’s ecosystem of solutions includes:

Ideate Software – A suite of Revit plugins used globally to improve model health, auditing, and productivity.

Strucsoft MWF and Onyx – Industry-leading software for wood and light gauge steel framing workflows, supporting both design and fabrication.

Advance Design – A powerful structural analysis and design platform for reinforced concrete, steel, and timber.

Advance Workshop – A steel and sheet metal fabrication management solution connecting design and manufacturing.

Graitec Data Connect – A platform enabling secure data transfer, automation, and system interoperability within Autodesk and BIM environments.

Together, this portfolio enables greater automation, standardization, and efficiency across every project stage—from concept design and engineering through prefabrication, digital coordination, construction, and facility operations.

What sets Graitec apart is its unique position at the intersection of technology development and expert professional services. Our teams include architects, engineers, fabrication specialists, BIM/VDC managers, and manufacturing technologists—professionals who understand industry challenges because they have worked through them firsthand. This alignment of real-world experience and technical capability enables Graitec to deliver actionable guidance, not just software.

Today, organizations across North America and Europe rely on Graitec as a strategic partner for digital transformation. Whether supporting a single office adopting BIM workflows or a global enterprise scaling connected cloud technology and industrialized construction practices, Graitec delivers proven solutions that improve productivity, reduce risk, and support long-term sustainability goals.

As the AEC and manufacturing sectors continue to evolve—driven by digital twins, artificial intelligence, robotics, and sustainable construction—Graitec remains committed to helping the industry build a smarter, more efficient, and more resilient future.

Applied Software Technology, Graitec

Graitec is a global AEC and manufacturing software leader, and an Autodesk and Bluebeam Platinum Partner. With operations in 13 countries and strategic acquisitions across North America—including Applied Software and Microsol Resources—Graitec delivers expert services and innovative tools that empower professionals to design, build, and collaborate smarter and faster.

Pirros is the AI project hub for architects and engineers. Our mission is simple: make managing projects easier for firms. We learned that we can reduce the burden of producing hundreds of details per project by giving designers instant access to everything their firm has developed in the past. Rather than spending hours digging through cluttered folders on a server or rebuilding details that already exist somewhere in the archive, Pirros centralizes every detail a firm has produced and makes them accessible with a simple search.

Pirros was started by two structural engineers turned entrepreneurs. Ari and Peter spent time at a handful of different design firms and kept experiencing the same problems when it came to detail management and retrieval. They watched experienced designers waste hours hunting for content the firm had already paid to produce, and they watched institutional knowledge walk out the door every time someone left. The technology industry has overlooked the AE design space and the strategic importance of details to a firm's success. Pirros is on a mission to change that.

With unified data and context across projects and teams, plus built-in quality control, Pirros reduces documentation production time and downstream RFI risks so teams can focus on craftsmanship rather than operations. The platform grows more valuable the longer a firm uses it. Every new project feeds the system. Every search, every approval, every reuse makes the next decision faster and more informed. Standards stop being a static PDF that nobody reads and start being a living library teams actually rely on. Mistakes caught in one office benefit every other office, and new hires ramp up faster because the firm's best work is visible from day one.

The four pillars of Pirros:

1. No upfront work. Upload and instantly search across projects without the upfront effort of manual tagging or naming conventions. Powered by a direct ACC integration, firms get tens of thousands of details and families onto Pirros within 24 hours. There is no months-long curation effort before the platform starts producing value.

2. Search by composition, not tag. Find details and families based on what the element actually is, not what its tags say. Powered by a proprietary blend of AI, computer vision, and OCR, Pirros indexes content by geometry, annotations, parameters, and visual composition. A designer searching for "curtain wall head" finds the right detail regardless of how it was named.

3. Share universally. Share Revit details and families as universal PDFs with colleagues and partners outside of Revit, accelerating collaboration, content approvals, and new hire onboarding. The platform extends beyond the BIM team to consultants, contractors, and anyone else who needs to review or comment on a detail.

4. Built-in QA workflows. Review and approve standard content that is automatically surfaced based on analytics across projects. Approval workflows are built into the platform instead of relying on committee reviews and email chains. Standards evolve where the work happens.

Pirros is backed by Y Combinator, SOC 2 certified, and trusted by leading architecture and engineering firms across North America, Australia, and the UK.

Pirros

Pirros is the AI project hub for architects and engineers. Find, compare, reuse and standardize Revit details and families across every project, team and office.

Company Overview

Flying Buttress is a specialized managed services provider serving architecture, engineering, and construction firms that rely on complex workflows, high-performance computing, and collaboration across distributed teams. Founded in 2010, the firm was built to address a gap in the market: AED organizations often outgrow generic IT providers but struggle to find partners who understand the operational realities of design and delivery environments.

Rather than positioning itself as a generalist IT vendor, Flying Buttress operates as a vertical-focused technology partner. The company’s work centers on aligning infrastructure, security, and systems architecture with the business objectives of leadership teams. Clients typically engage Flying Buttress when they need more than technical support — they need strategic guidance that supports growth, resilience, and modernization.

Vertical Specialization

Flying Buttress focuses specifically on the AED (Architects/Engineers/Designers) sector, which brings unique demands: large file performance, collaboration platforms, hybrid work environments, data governance, compliance considerations, and uptime requirements tied directly to project delivery. The firm’s specialization enables it to design solutions around tools such as CAD/BIM platforms, rendering workloads, document management systems, and cross-office collaboration models rather than forcing AED firms into generic IT templates.

This vertical depth allows Flying Buttress to speak the language of firm principals, operations leaders, and executive teams — not just IT managers.

Services and Capabilities

Flying Buttress delivers a comprehensive range of services designed for professional services firms that depend on reliable technology:

Managed IT services and infrastructure oversight

Cybersecurity strategy, implementation, and risk reduction

Cloud and hybrid architecture design

Strategic technology advisory for leadership teams

Business continuity and disaster recovery planning

Compliance-aligned security practices

Systems optimization for design and collaboration workflows

The firm emphasizes proactive management and long-term alignment rather than reactive support. Client engagements are typically structured as a joint effort rather than transactional vendor relationships.

Strategic Orientation

A defining characteristic of Flying Buttress is its emphasis on executive-level thinking. The firm’s approach treats technology as a business enabler, not merely a utility. This includes:

Translating technical risks into business risk

Supporting leadership decision-making around growth, mergers, and operational scale

Helping firms modernize legacy environments without disrupting productivity

Prioritizing resilience, security posture, and operational maturity

This orientation makes Flying Buttress particularly relevant to firm owners, managing partners, and C-suite leaders who view technology as part of their competitive advantage.

Reputation and Client Relationships

Flying Buttress has built its reputation through long-term client relationships rather than high-volume churn. Clients tend to stay engaged because the firm demonstrates a clear understanding of their industry, their workflows, and their strategic pressures. The company’s growth has been driven primarily through reputation, referrals, and repeat engagements.

Leadership and Perspective

Flying Buttress’s leadership brings both technical experience and a broader intellectual perspective to the firm’s work. This informs Flying Buttress’s positioning not just as a technical provider, but as a thoughtful participant in conversations about the future of work, professional services, technology ethics, and digital transformation.

Market Position

Flying Buttress occupies a deliberate niche:
Not a mass-market MSP.
Not a commodity helpdesk provider.
But a focused, specialized technology partner for AED firms that need depth, not volume.

This positioning allows us to compete on expertise, clarity, and trust rather than price compression.

Flying Buttress

Flying Buttress is an AEC-focused MSP providing managed IT, cybersecurity, and executive-level technology strategy for firms that need their infrastructure to support real-world design and delivery demands

Vavetek AI is a SAAS startup, developing AI co-pilots to help building developers and turnkey contractors to audit and optimize the design of principal engineer at super fast speed to save cost of construction within deadlines.

Our first product, BAMROC, is a patent-protected AI-Copilot that automatically resolves and removes clashes in BIM. BAMROC has already attracted interest from many of the largest global engineering and construction firms.

BAMROC, is 11x faster than manual BIM methods for clash resolution and offer up to 500% ROI in direct manpower savings. It helps principal architects resolve clashes, optimize building height and remove space wastage, leading to major savings in construction costs.

Beyond speed, BAMROC is designed to help principal architects and engineers achieve better design outcomes. The AI does not simply “push elements out of the way”; it resolves clashes while considering building height, space usage, and routing efficiency. This leads to reduced space wastage, more efficient ceiling voids, and opportunities to optimize building height and construction costs without compromising core design intent. BAMROC becomes a true co-pilot: it suggests and executes clash-free, system-aware design changes, while the human expert remains in full control of approvals.

To support the full clash workflow, Vavetek AI offers two additional products:

BAMDOC is an advanced BIM plugin focused on seamless MEP clash detection. It delivers high-quality detection with automated report generation and an intuitive user experience. BAMDOC is built for BIM coordinators and engineers who want reliable, repeatable clash results with less manual setup and post-processing.

CRDR BIM is a streamlined Navisworks plugin that simplifies the creation of Clash Resolution Diagnosis Reports. It turns raw clash data into structured, easy-to-understand reports that clearly communicate which clashes matter, how they can be resolved, and what the impact is on design coordination. This is especially useful for project teams that need consistent documentation for clients, consultants, and contractors.

Together, BAMDOC (detect), BAMROC (resolve), and CRDR BIM (report) form an integrated AI-powered workflow that addresses the end-to-end lifecycle of BIM clashes, from detection to resolution to communication.

Vavetek AI is a global pioneer headquartered in Singapore, transforming the construction landscape through advanced AI technology.

We deliver AI-powered solutions that redefine building design from the ground up. Our reach spans continents, ensuring that wherever you are, you have access to cutting-edge tools designed audit building designs, optimize efficiency, enhance sustainability, and improve user comfort.

BAMROC is just the first step in this roadmap. Vavetek AI is now building on this foundation with a focused roadmap of three additional AI co-pilots. The company plans to capitalize on large global opportunities in value engineering to further save cost of construction across multiple disciplines:

AI Copilot for Global Structure Design Optimization and Audit
AI Copilot for Global Air Conditioning Design Optimization and Audit
AI Copilot for Global Façade Design Optimization and Audit

Our vision at Vavetek AI is to build the most trusted AI co-pilots for the built environment, auditing, optimizing, and automating workflows from design review and clash resolution to reporting and compliance, so projects are on-time, lean, and waste-free.

Vavetek AI

Vavetek AI is a SAAS startup, developing AI co-pilots to help building developers and turnkey contractors to audit and optimize the design of principal engineer at super fast speed to save cost of construction within deadlines.

Primepoint is a construction intelligence platform built to solve one of the industry’s hardest and most overlooked problems: understanding construction drawings at scale. Construction projects run on drawings—they define scope, coordination, and design intent across every phase of a project—yet the information inside them is buried across hundreds of pages, forcing project teams to search, compare, and connect documents by hand. Primepoint was founded to change that.

Unlike tools that simply store documents or search text, Primepoint is designed to understand drawings the way an experienced engineer does. Its vision-based AI reads linework, tags, and cross-document references, then connects drawings to the specifications, RFIs, submittals, and revisions that relate to them. The result is a construction knowledge graph that maps thousands of pages of project data down to the individual tag level—linking a door tag to its schedule and finish, a submittal to its spec section, and an RFI to the drawing detail it references.

This deep, structural understanding is what powers Primepoint’s core promise: verifiable answers. Every response the platform produces traces back to the exact drawing detail or specification section that supports it, eliminating the hallucinations that make general-purpose AI risky on a jobsite. As one customer put it, in construction “almost correct isn’t good enough.” Primepoint is built for mathematical certainty over approximation.

On top of this foundation, Primepoint prepares the first pass of workflows that project teams normally perform manually. It automatically flags constructability conflicts between drawings and specifications before they reach the field, runs first-pass submittal reviews against project requirements, checks incoming RFIs against the contract documents and drafts new ones, and generates revision narratives and overlays when new drawing sets are issued. Through its intelligence layer, Marvin, teams can ask any project question in plain English and get an instant, sourced answer. Tasks that once took days of manual review can be prepared in minutes, so teams review and refine rather than start from scratch.

Primepoint was built by a team with deep expertise across artificial intelligence, product, and construction. CEO Lubomir Bourdev is a founding member of Facebook AI Research and a pioneer in computer vision; the founding team also includes senior product leaders from Atlassian, Uber, and Microsoft, and construction veterans who managed large-scale projects at firms such as Webcor and Turner. That combination—elite AI research paired with lived construction experience—is central to why the platform understands both the technology and the real challenges of complex jobs.

The platform is trusted by leading general contractors including Sundt Construction, Fortis Construction, Herrero Boldt Webcor, W.E. O’Neil, Milender White, and Bulley & Andrews. It integrates natively with the systems teams already use, syncing drawings, submittals, and RFIs directly with Autodesk Construction Cloud and Procore so there are no manual uploads or disrupted workflows.
Security is enterprise-grade. Primepoint uses a single-tenant architecture with always-on encryption, is SOC 2 Type II compliant, and never uses customer data to train external or shared AI models. Your data stays isolated and yours.

By turning static PDFs and disconnected documents into connected, actionable intelligence, Primepoint helps contractors catch risks earlier, reduce rework and change orders, and give overloaded project teams the leverage to move faster with confidence—from preconstruction through closeout.

Primepoint

Primepoint is a construction intelligence platform that understands drawings, not just text. Built by AI researchers and construction veterans, it connects drawings, specs, RFIs, and submittals into one knowledge graph—catching conflicts before the field and delivering verifiable answers traced to the exact source.

ShapeDo is a venture-backed construction technology company founded in 2014, with offices in Israel and London. It makes two products: ShapeDo, a collaborative design change management platform, and Purple Hammer, a desktop application for construction PDF + spreadsheet operations: viewing, markup, measurement, comparison, takeoff and estimating. Both are built on the company's drawing alignment and visual comparison technology, developed over more than a decade: algorithms that align successive revisions of a construction drawing and make every addition, removal and alteration visible.

ShapeDo (the platform)
Construction projects run on drawings that change constantly, and information about those changes ends up scattered across PDF tools, spreadsheets, email and document platforms. Teams can usually find the latest drawing; what they struggle to know is exactly what changed since the last revision, who needs to review it, and what it does to quantities, cost and programme. ShapeDo is the project-level, collaborative platform for keeping that under control. Its capabilities include:

Automatic comparison of drawing revisions, highlighting exactly what was added, removed or altered between versions
Structured review workflows that route each change to the people responsible for assessing it, with assigned actions tracked to closure
Design issue logging and RFI management connected directly to the drawings in question
A complete, auditable history of drawing versions, reviews and decisions across the life of the project
Dashboards and records that show outstanding reviews and unresolved issues at project level


ShapeDo is used across the project lifecycle. During tendering and preconstruction, teams use it to identify design movement that affects scope, quantities or price. During delivery, design managers, project managers, commercial teams and consultants use it to coordinate reviews and keep change under control. At the back end of a job, its records support change substantiation, final-account negotiations, claims analysis and dispute resolution, because the project can show precisely what changed, when, why and by whom. Uncaught design changes are among the most common causes of contractor losses; ShapeDo's purpose is to make sure no change goes unseen.

Purple Hammer
Purple Hammer is a single-user desktop product (macOS and Windows) for the construction industry's daily PDF + spreadsheet operations: viewing, marking up, measuring, comparing and organising drawing sets, and pricing what gets measured. It is built for anyone who spends their working day in construction PDFs, including site engineers and project managers, and it goes deepest for estimators, quantity surveyors, contractors and specialist subcontractors, adding live estimating spreadsheets so that measurement and pricing happen in one native application instead of the usual split between a PDF tool and Excel.

Measurements (lengths, areas, perimeters, counts) flow directly into built-in worksheets, where formulas, rates and cost databases turn quantities into a priced estimate. Because takeoff and estimate stay connected, a change in one updates the other. When a revised drawing is issued, Purple Hammer aligns it with the previous version, shows the changed scope, keeps existing measurements intact, and lets the user re-measure and re-price only what changed, rather than starting the takeoff again.

The application is engineered for speed on real-world drawing sets: a several-hundred-sheet PDF set opens in roughly a second, automatic alignment and comparison of two revisions typically completes in one to two seconds, and pan and zoom run at 120 frames per second. Its feature set includes markup and annotation, calibrated measurement, automatic drawing alignment, overlays and blink comparison, area and perimeter takeoff, repeated-symbol counting, drawing version history, live estimating worksheets with formulas, and export of marked-up drawings and spreadsheet data.

Who uses it
General and main contractors, specialist subcontractors, estimators, quantity surveyors, design managers, commercial managers, consultants, project controls teams and construction claims professionals across the AEC industry.

In one line each
ShapeDo: helps project teams see, review and manage design changes collaboratively, and prove what changed later.
Purple Hammer: a fast construction PDF + spreadsheet tool for viewing, markup, measurement and comparison, with estimating built in, so users re-price only what changed when revisions land.

Purple Hammer (shapeDo Ltd)

The Developer Behind ShapeDo (design change management) and Purple-hammer (PDF & spreadsheet desktop app)

RPG Squarefoot Solutions, a division of RPG Enterprises, is a trusted provider of advanced Reality Capture, Geospatial, 3D Scanning, Digital Twin, and Visualization solutions for the Architecture, Engineering, and Construction (AEC) industry. With a strong focus on innovation, precision, and project efficiency, RPG helps AEC professionals transform physical spaces into accurate, intelligent, and actionable digital assets.

At the core of RPG’s value proposition is its ability to bridge the gap between the built environment and digital workflows. By leveraging cutting-edge technologies such as terrestrial laser scanning, mobile mapping, drone-based reality capture, 360° imaging, BIM support, digital twin development, and construction documentation, RPG enables architects, engineers, contractors, owners, and facility teams to make better decisions with higher confidence.

RPG Squarefoot Solutions supports projects across the entire asset lifecycle from pre-design and planning to construction, renovation, operations, and facility management. The company specializes in delivering high-accuracy existing conditions documentation, scan-to-BIM workflows, point cloud data, virtual walkthroughs, as-built documentation, and site intelligence solutions that reduce rework, improve coordination, and accelerate project delivery.

For architecture firms, RPG provides reliable existing conditions data that helps teams design with confidence and avoid costly field verification issues. For engineering and MEP teams, RPG delivers highly detailed spatial data that improves coordination and supports clash-free planning. For contractors and construction managers, RPG enhances field verification, progress tracking, quantity validation, and renovation planning. For owners and facility managers, RPG enables smarter asset visibility through digital twins, interactive site records, and centralized visual documentation.

What sets RPG apart is not just access to high-end scanning and capture technology, but the company’s commitment to making these tools practical, scalable, and outcome-driven for real-world AEC use cases. RPG offers access to industry-leading hardware and workflows, including LiDAR scanning systems, Matterport capture solutions, construction reality capture tools, and advanced spatial documentation services that are aligned with the needs of modern project teams.

In addition to service delivery, RPG also supports the market through technology access and deployment, helping firms adopt powerful reality capture solutions without the friction of high upfront investment. This makes RPG a valuable partner for organizations looking to modernize workflows, improve documentation quality, and gain a competitive edge in bidding, planning, and execution.

RPG’s solutions are particularly valuable for projects involving renovation, retrofit, adaptive reuse, historic preservation, industrial facilities, commercial interiors, healthcare spaces, educational institutions, infrastructure environments, and complex building systems  where accurate field conditions are critical to project success.

With a consultative and solution-oriented approach, RPG works closely with clients to understand project goals, technical requirements, and downstream workflow needs. The result is not just captured data, but usable project intelligence that supports better collaboration between stakeholders, reduces uncertainty, and improves decision-making across teams.

As the AEC industry continues to evolve toward more connected, data-driven project delivery, RPG Squarefoot Solutions stands at the intersection of physical reality and digital transformation. The company is committed to helping AEC firms adopt smarter workflows through precise capture, intelligent documentation, and scalable digital solutions that improve how projects are planned, built, and managed.
Whether the need is 3D laser scanning, digital twin creation, site capture, construction documentation, or geospatial intelligence, RPG Squarefoot Solutions delivers the tools, expertise, and execution support needed to bring clarity, speed, and confidence to every stage of the built environment lifecycle.

RPG Squarefoot Solutions

RPG Squarefoot Solutions is a leading technology solutions provider for the building and environmental graphics industries. We offer advanced services in Managed IT solutions, Reality Capture, and Wide-Format Printing Equipment.


OTJ Architects is a premier architecture and design practice that partners with leading organizations at pivotal moments of transition in their growth and development. With a national presence and a diverse portfolio, OTJ delivers enduring, human-centered solutions that promote diversity, wellness, and sustainability across a wide range of sectors, including commercial real estate, corporate workplaces, government, life sciences, multifamily residential, arts and culture, education, and nonprofit organizations.

At the core of OTJ’s philosophy is a commitment to aligning design with each client’s mission, operational needs, and long-term goals. The firm’s intelligence-based approach leverages industry-specific research, data-driven insights, and evidence-based strategies to inform design decisions. Rather than relying solely on intuition, OTJ grounds its work in measurable outcomes, ensuring that each project maximizes the value of the built environment and supports organizational performance.

OTJ’s digitally native process further distinguishes its practice. As early adopters of emerging technologies, the firm integrates artificial intelligence, advanced visualization tools, and robust data management systems into its workflows. This digitally integrated approach accelerates project delivery, enhances collaboration, and reduces uncertainty throughout the design process. Clients are empowered with clearer insights and more informed decision-making, resulting in higher confidence and better outcomes.

The firm’s brand-driven design methodology ensures that every space communicates a client’s identity and culture with clarity and impact. OTJ approaches each project holistically, weaving together architecture, interiors, and experiential design to create environments that resonate with users and reinforce brand values. From workplace strategy to specialized environments such as laboratories, secure facilities (SCIF), and theaters, OTJ tailors its services to meet complex and evolving client needs.

Human-centered design remains a guiding principle across all OTJ projects. The firm prioritizes the wellbeing, productivity, and experience of the people who inhabit the spaces it creates. By fostering collaboration, inclusivity, and innovation, OTJ designs environments where individuals and organizations can thrive. This commitment is reinforced by a strong focus on wellness and sustainability, supported by a team of LEED and WELL Accredited Professionals who develop solutions that balance environmental responsibility with economic viability.

OTJ’s impact is reflected not only in its design work but also in measurable client outcomes. Firm-wide studies show that 94% of clients report improved efficiency, 93% report increased productivity, and 92% note enhanced brand image as a result of OTJ’s design solutions. These metrics underscore the firm’s ability to translate strategy into tangible value.

Signature projects highlight OTJ’s breadth and expertise, including innovative workplaces for organizations such as Booz Allen Hamilton, Five Guys, PBS, Adobe, BMW, and the NAACP Legal Defense Fund. The firm has also led transformative projects like the adaptive reuse of Visitation Frederick into a mixed-use and hospitality destination, the design and delivery of the Venue at Thunder Valley Casino Resort, and the renovation of the iconic Martin Luther King Jr. Memorial Library in Washington, D.C.

Through a combination of strategic thinking, technological innovation, and a deep commitment to people and the environment, OTJ Architects continues to shape spaces that drive performance, reflect identity, and create lasting impact. For more information, please visit otj.com.

OTJ Architects

OTJ Architects is a leading architecture and design firm partnering with organizations during key moments of transition. With offices nationwide, OTJ delivers human-centric solutions that promote diversity, wellness, and sustainability across commercial real estate, corporate, government, life sciences, multifamily, arts, culture, education, and nonprofit sectors. 

Luminocity AG is a Swiss software-development agency headquartered in Schaffhausen with deep specialty in real-time 3D, AR/VR/XR, AI integration in 3D pipelines, and AEC plugin engineering. The agency operates as a hybrid services-plus-products company: alongside selective paid engagements with external customers, Luminocity ships several internal product lines that demonstrate the team's range across browser-native 3D, cloud BIM, and Gaussian-Splatting digital twins.

Product portfolio:

GeoVision is a cloud BIM visualization platform built on top of the Speckle data layer. Custom Revit and Archicad plugins (Rhino coming soon) move BIM models into a shareable web viewer where AEC teams collaborate, comment, and version on a single link without anyone needing Revit or Archicad installed. The plugin family captures PBR materials, lighting, and exposed metadata - notably above what stock Speckle connectors provide. A companion Unity 6 HDRP desktop application extends the workflow with immersive walkthrough and AI photorealistic image generation via the Grok (xAI) API. Live at geovision.cloud and app.geovision.cloud.

Lemonate is a complete open-source 3D game engine and editor that runs entirely in the browser - built ground-up by the Luminocity team. Lemonate features a LUA scripting layer for game logic; a full engine API across rendering, physics (rigid bodies, vehicle, NavMesh), positional audio, particle systems, materials and shaders; and a broad scene-object library including Gaussian Splats. Source code is public on Codeberg. A public games gallery, community asset library, and beginner / advanced tutorial series support the developer community. Lemonate has a public roadmap committed through 2027.

3D Replicas is a productized 3D Gaussian-Splatting digital-twin pipeline for cultural heritage, museums, and architectural sites. The three-stage workflow (on-site or studio capture, 3DGS reconstruction, cloud-delivered web / VR / archive output) has produced active client work in 2026 across multiple Italian heritage sites and Swiss commercial and civic spaces. Three productized offerings are available: Interactive Web Viewer, Virtual Museum Experience (VR/AR), and Digital Archive & Collection Management Platform.

Unity 3D consulting is the agency's bench-rental side: bespoke Unity3D engagements covering 3D content design, immersive experiences, custom rendering pipelines, and cross-platform deployment - on the same engineering bench that ships GeoVision's Unity 6 HDRP desktop application.

Our team's senior engineers carry more than 20 years of cumulative deep experience shipping advanced 3D systems with a cross-platform C++ core, integrated through Unity3D and browser-native runtimes. Past work includes industry-standard media servers used in some of the world's most demanding multimedia setups since 2007 (e.g. Eurovision Song Contests, large-scale 3D projection mappings, major touring productions), the MVX 2D / 3D / 4D file format and processing framework presented at Siggraph 2016, hardware-emulation work for leading VR device manufacturers, and a native Meta Quest VR application released in January 2026.

Engagement model:

Luminocity engages with external customers through a delivery-pod model. The customer describes what they need built and to what quality bar; the team handles execution internally (engineering, project management, QA all on the team's side); the customer receives working deliverables on the agreed cadence and integrates into their core stack. Engagements can be project-based or month-based, whichever fits the customer's pattern. Areas where the team is strongest: connector engineering for AEC plugins, custom AEC pipeline work on top of Speckle, front-end and viewer work in Three.js / WebGL / GLSL, AI integration in 3D pipelines, and Unity / AR/VR / XR engineering.

Headquartered in Schaffhausen, Switzerland; engineering team operates remotely across the EMEA region. English- and German-speaking. Tech stack includes C++, C#, JavaScript, TypeScript, Unity, Three.js, WebGL, OpenGL, OpenCV, AWS, Azure, Docker, Kubernetes, Terraform, Vue.js, React, Quasar, Node.js, and .NET.


Luminocity AG

Luminocity AG is a Swiss software-development agency in Schaffhausen specializing in real-time 3D, AR/VR/XR, AI integration, and AEC plugin engineering. Products include GeoVision (cloud BIM viewer), Lemonate (open-source browser-native 3D game engine), and 3D Replicas (productized 3D Gaussian-Splatting digital twins). 

Cordax is an emerging construction technology company focused on transforming how mechanical, electrical, and plumbing (MEP) systems are designed and coordinated in the architecture, engineering, and construction (AEC) industry. Positioned at the intersection of artificial intelligence and building design, Cordax addresses one of the most persistent inefficiencies in construction workflows: the manual, time-consuming, and error-prone process of MEP coordination.

Traditionally, MEP design requires engineers and contractors to spend days or even weeks manually routing ducts, pipes, and conduits on top of architectural drawings. This process is not only labor-intensive but also highly susceptible to errors, often resulting in clashes, rework, and costly delays during construction. Cordax aims to eliminate these inefficiencies by automating the entire process. Its platform converts 2D architectural plans into coordinated, build-ready MEP layouts in minutes, significantly reducing the need for manual drafting and iteration.

At the core of Cordax’s technology is an AI-powered design engine that interprets architectural intent and generates optimized system layouts. Users can upload floor plans in formats such as PDFs or images, after which the platform automatically routes HVAC, plumbing, and electrical systems while avoiding conflicts. The system also produces material takeoffs, cost estimates, and BIM-ready 3D models, enabling teams to visualize and validate designs before construction begins. This capability helps teams identify potential issues early, reducing the likelihood of costly on-site corrections.

Cordax is particularly focused on serving small to mid-sized contractors and engineering firms, a segment of the industry that has historically been underserved by advanced design technologies. Many of these firms still rely heavily on manual processes or simplified tools, leading to inefficiencies and lost margins. By offering an intuitive and accessible platform, Cordax lowers the barrier to entry for advanced digital workflows, enabling these teams to compete more effectively and scale their operations.

The company’s value proposition extends beyond speed. By automating MEP coordination, Cordax helps reduce material waste, improve design accuracy, and enhance overall project outcomes. Its system optimizes routing for constructability and efficiency, ensuring that generated designs are not only technically sound but also practical for real-world installation. This can lead to significant cost savings, as rework and design errors can account for a meaningful percentage of total project value in construction projects.

Founded in Canada and associated with innovation ecosystems such as Queen’s University and NEXT Canada, Cordax represents a new generation of AEC startups leveraging AI to modernize legacy workflows. Its mission is to empower engineers, consultants, and subcontractors to design faster and with greater confidence, ultimately improving productivity across the construction lifecycle.

In a broader industry context, Cordax reflects a growing shift toward automation and intelligence in design and preconstruction. As AEC firms increasingly seek ways to improve efficiency, reduce risk, and adopt digital tools, platforms like Cordax are poised to play a key role. By bridging the gap between architectural intent and build-ready systems, the company is helping move the industry toward a more integrated, data-driven future.

Looking ahead, Cordax has the potential to expand its impact by integrating more deeply with existing BIM ecosystems and construction workflows, including platforms like Revit and cloud-based collaboration tools. As interoperability becomes increasingly important in the AEC industry, the ability to seamlessly connect design, coordination, and construction data will be critical. If successfully executed, this could position Cordax not just as a design automation tool, but as a foundational layer in the future digital infrastructure of building delivery.

CORDAX

Cordax is an AI-driven platform transforming MEP design in the AEC industry. It automates the creation of coordinated HVAC, plumbing, and electrical layouts from architectural plans, reducing manual work, errors, and costs. By enabling faster, more accurate, and build-ready designs, Cordax helps teams improve efficiency and project outcomes. 

We are a national interdisciplinary design firm rooted in architecture and engineering. We believe that the best design results from deep insight into the people and passions that animate each unique environment. Our 1,200 people in offices from coast-to-coast work to make a positive, lasting impact for clients in healthcare, arts and culture, community, corporate, education, government, science and technology, and energy markets. 

HGA employs a holistic, research-based approach to design. Our work is always built upon a foundation of deep, penetrating insight into client needs; it is fueled by empathy, curiosity, and our resolve to deliver the extraordinary. We are driven to understand broad social and technological developments and market-specific challenges, and to delve deeply into our clients’ organizations. In addition to the insight from our design teams, our unique collective of in-house specialists—process engineers, design thinking specialists, evidence-based researchers, and others—work together to help us understand what is critical to the quality of our clients’ work, and thus to ours. On this foundation of fresh understanding, we help clients create purposeful design with an enduring impact.

As a multidisciplinary design firm, we are uniquely adept at working together to create holistic solutions. Our team-based process encourages vital knowledge sharing, allowing the diversity of a project’s needs to be integrated early on. This results in a more powerful, efficient process, a better design experience, and a higher-performing, more purposeful, and more enduring solution for our clients.
Research is foundational to our work and philosophy. It is a fundamental link between the curiosity that propels us to dig deeper and the knowledge that enables us to help our clients and communities to thrive. The scope of our research work is broad—from the innovations that will drive our clients’ future business to the technological and social changes that will enable unique and inspiring design solutions. We also aim to learn from individual projects through leveraging technology, data collection, and ethnography—to inform the next project and translate into the next great idea. 

We are national leaders in Lean and Integrated Project Delivery for healthcare clients; we have had significant success in design-build projects for higher education; and we have built incredibly strong relationships with developers who lead projects for workplace. Regardless of process, early involvement of owners, design teams, contractors, and users is paramount to developing solutions suited to each client.
Technology elevates our understanding of decisions made during the design phase and the ultimate impact they have on the built environment. HGA has long been a leader in the use of in BIM, Computation, Visualization, and Fabrication, and has continued to innovate by not only developing new technologies to explore and analyze building information, but also to build empathy for all those who inhabit the spaces we design. Our Digital Practice Group is committed to utilizing pioneering technology and is a trailblazer in its implementation to make a positive impact.

Sustainability is at the heart of our holistic design approach and guides us as we shape our future. We aim for every project to be a commitment to a healthier planet, incorporating decarbonization, healthy communities, and/or climate adaptation goals. Explore our projects, commitments, and recognition. With more than 70 years of experience as an interdisciplinary design firm, we have developed an integrated approach to our work. Teams collaborate across disciplines to consider environmental impact and resilience, setting ambitious yet achievable goals. Our high-performance projects, industry commitments, and collected metrics are evidence: we have the knowledge and tools to design for mitigation and adaptation. With vision and strategy, we have made progress toward aligning our internal structure to position our company and clients to create the greatest possible impact. 

As we build physical environments that are sustainable and resilient, we are also building relationships with other leaders and changemakers in the form of clients, employees, and partners.
Equity is a living, breathing part of HGA—woven into the fabric of our culture, it is reflected in our work, our people, and our strategy. Great design is equitable design: fueled by curiosity, informed by diverse perspectives, and elevated by insight directly from those who inhabit our spaces. Our Community Action program makes design accessible to nonprofits and community organizations that lack access to professional services. 

Florida State University - Interdisciplinary Research & Commercialization Building

HGA is a national interdisciplinary design firm rooted in architecture and engineering.

Vision 
To create and provide innovative solutions that inspire and empower designers and engineers to create and produce a better world.
Mission 
Symetri enables businesses to gain a competitive advantage by using leading edge technologies and solutions to improve performance.
Purpose Why does Symetri exist
We challenge people to work smarter for a better future.

Strategic positioning
Symetri’s leading edge technologies and industry experts enable businesses to accelerate their digital transformations to work smarter for a better future.

Brand promise
Symetri provides and creates technology solutions that empower design, engineering, construction and production businesses to accelerate digital transformation, improve performance and gain a competitive advantage
BUSINESS VALUE WE DELIVER
We challenge people to work smarter for a better future. 
Attributes
•	APPROACHABLE
We get to know our customers by listening to and understanding their business challenges and providing the right solutions. We are accessible, inclusive and welcome new opportunities and ideas. 
•	KNOWLEDGEABLE
We are industry leaders and can provide expert guidance and support during every interaction. We substantiate our messaging and advice with facts, figures and our experience whenever possible.
•	INSPIRING
We are a dynamic organisation which seeks to inspire our employees, partners, customers, and customers’ customers. We empower our customers to stay competitive in their markets by providing them with best practices to work smarter.
•	AUTHENTIC
We remove unnecessary information and communicate in a clear and relatable way. We save our customers’ time and give them the advice and facts they need to make better decisions. 

Core Capabilities/Cornerstones
•	LEADING-EDGE TECHNOLOGY
Symetri’s technologies allow businesses to work smarter and more competitively. Our software saves time and resources by optimising processes used in design, engineering and related industries. We proactively develop our own technologies when they make a difference and add real business value, and partner with leading technology vendors when it makes sense. 
•	KNOWLEDGE & EXPERTISE
Symetri’s international network of experts collaborates across borders to ensure every one of our customers has access to the competencies they need – when they need it. We maintain a local presence while having a global mindset. We understand the challenges of the industries we serve and use that knowledge to deliver efficient solutions. 
•	WORK SMARTER
Symetri is constantly challenging our customers - and ourselves - to work smarter. We use our innovative thinking and passion for technology to save time, resources, and downtime. We listen to our customers and develop products and services that solve their challenges and deliver value.
•	TRUSTED PARTNER
Symetri’s experts partner with businesses to help them reach new heights. We enable companies to thrive with our relentless dedication to their success. We inspire them with our market knowledge and the exciting opportunities that our technology and services provide. 
Symetri Story
Symetri creates and provides technology solutions and services for design, engineering, construction and manufacturing businesses. We empower people to work smarter for a better future by ensuring they have access to the expertise and technology they need to improve their performance and sustainability. We build long-term relationships with our customers and save their business resources by making technology easier to implement and use.

Sustainability Initiative
At Symetri, we are always looking for new ways to improve energy-efficiency and reduce carbon emissions. Our research has given us insights into how we can empower businesses to make more informed decisions about the impact their choices have on the environment - enabling us to create a better future for everyone together.


Symetri

We empower you with expertise, leading-edge technology and services
We work with you to tailor digital BIM, product design and lifecycle solutions to help you work smarter and do more with less.
That’s why our partnerships are long lasting.

Structured is building the AI workforce for construction design engineering. Our platform automates QA/QC on engineering drawing sets, using cross-discipline vision-language agents. Every finding is returned deterministically with the exact page, location, rule, and fix. Our agents review drawing sets against code, spec, and firm standards in 30 minutes, solving the QA/QC bottleneck behind $177B in annual rework. Structured AI deploys vision-language agents that review every set against code, spec, and firm standards in 30 minutes, turning a weeks of monotonous work into a frictionless QA/QC gate. 


The platform combines vision-language models with OCR to parse drawings and identify symbolic and image-based elements (MEP symbols, structural callouts, annotations), a multi-agent review system that runs cross-discipline checks in parallel, and internal fine-tuned LLMs for natural-language reasoning over codes, specs, and firm standards. A built-in chatbot copilot handles software navigation and onboarding for a frictionless user experience.

70% of construction rework starts with errors in design drawings. Structured AI deploys vision-language agents that review every set against code, spec, and firm standards in minutes through a frictionless QA/QC gate, solving a 177bn rework problem. 

Our vision is an AECO industry where design errors no longer reach the field, where the tacit expertise engineers is translated to every project on earth. The documents that govern the built environment become a verified, defensible source of truth. The billion-dollar tax that rework imposes on construction goes to zero.

Our competitive advantage is years of domain expertise, compounded with elite commercial talent. Our CTO has spent nearly a decade building AI for the AEC industry, scouted at 18 to build innovation tools for Syska Hennessy Group. We've compounded this depth as we've scaled. Our engineering hires include software engineers with direct mechanical and electrical engineering experience, and architects.  People who have stood on jobsites and reviewed drawings themselves. Our team understands the customer because, in many cases, our team has been the customer.

Structured AI is built on agentic AI throughout the stack: vision-language models with integrated OCR parse engineering drawings and recognise symbolic, image-based, and tabular elements; a multi-agent design-review system runs code, coordination, spec, and standards checks concurrently; proprietary fine-tuned LLMs reason over project documentation with engineering-grade accuracy; and a natural-language chatbot provides in-product navigation and contextual onboarding — so the entire experience, from review to interrogation, runs on emerging AI technology. We’d love to work with architecture and engineering firms across MEP, structural, civil, and architectural disciplines: the teams that author the drawing sets every building, road, and piece of infrastructure is built from. 

We’d love to hear from design engineers, QA/QC managers, engineering directors, and principals: the people responsible for ensuring drawing sets are accurate, code-compliant, and aligned with firm standards before issuance. We serve the full size spectrum, from boutique multi-disciplinary studios to enterprise AE firms producing thousands of sheets per month. We also love to work with general contractors and owners who inherit these drawings downstream who feel the same pain  (RFIs, change orders, rework) and benefit directly when the upstream QA layer is automated.




Structured AI

Structured is building the AI workforce for construction design engineering. Our platform automates QA/QC on engineering drawing sets, using cross-discipline vision-language agents.

HitechDigital is a globally recognized digital solutions company specializing in end-to-end business process management, operational optimization, and technology-driven services. With more than 30 years of industry experience, the company has established itself as a trusted global partner for businesses looking to improve efficiency, streamline workflows, and accelerate digital transformation. HitechDigital serves clients across more than 50 countries, including the United States, United Kingdom, Europe, Australia, Canada, and the Middle East.

The company provides customized and scalable solutions designed to meet the changing needs of modern businesses. HitechDigital works with organizations across multiple industries including Manufacturing, Construction, Architecture, Engineering, Real Estate, Retail, Healthcare, ITES, eCommerce, and Finance. By combining industry expertise with innovative technologies, the company helps businesses improve productivity, reduce operational costs, and achieve long-term growth.

HitechDigital offers a wide range of professional services including Data Collection, Data Processing, Data Annotation, AI Training Data, Business Intelligence, BIM Services, CAD Drafting, Engineering Support, Software Development, Image Editing, Document Management, and Digital Transformation solutions. The company focuses on delivering high-quality services that support better decision-making, operational efficiency, and business scalability.

One of the major strengths of HitechDigital is its experienced team of more than 1,200 skilled professionals. The company supports over 5,000 customers worldwide and is committed to delivering reliable, accurate, and cost-effective solutions. HitechDigital follows a customer-centric approach where every project is customized according to client requirements, business goals, and industry standards. This approach has helped the company build strong long-term relationships with global clients.

HitechDigital leverages advanced technologies such as Artificial Intelligence, Machine Learning, Cloud Computing, Automation, and Data Analytics to develop future-ready solutions for businesses. These technologies help organizations automate repetitive processes, improve data accuracy, manage large volumes of information, and enhance overall business performance. The company continuously invests in innovation and process improvement to deliver efficient and scalable digital services.

The company is widely recognized for maintaining high standards of quality, operational excellence, and financial stability. HitechDigital has received recognition from Dun & Bradstreet (D&B) for business credibility and market reliability. Additionally, CRISIL, an S&P Global company, has awarded HitechDigital its highest ratings for financial strength and operational excellence. These recognitions reflect the company’s commitment to transparency, quality assurance, and long-term business sustainability.

Customer satisfaction is a key focus area for HitechDigital. The company’s strong commitment to quality services and client success has resulted in a customer attrition rate of less than 10 percent. HitechDigital believes in creating value-driven partnerships that benefit clients, employees, and strategic partners. By delivering customized solutions and maintaining consistent communication, the company ensures successful project execution and measurable business outcomes.

HitechDigital also emphasizes employee development and continuous learning. The company encourages innovation, teamwork, and skill enhancement to help employees stay updated with the latest technologies and industry trends. This strong work culture enables the organization to consistently deliver high-quality services to clients worldwide.

As businesses continue to adopt digital transformation strategies, HitechDigital remains committed to helping organizations adapt to changing market demands through reliable and technology-enabled solutions. With decades of experience, a strong global presence, a highly skilled workforce, and a customer-focused approach, HitechDigital continues to empower businesses with innovative digital services that drive efficiency, growth, and long-term success.

HitechDigital Solutions

HitechDigital delivers end-to-end, technology-driven digital solutions, helping global enterprises optimize processes, enhance efficiency, and build long-term value-driven partnerships.

AIDA (AI Interior Design Assistant) is an AI-powered design partner purpose-built for interior design firms. Developed under INTON Business Strategy Consultant, AIDA is the AI layer that helps design studios move faster from idea to execution, reduce administrative overhead, refocus designers on creative work, and protect profit margins on every project. Rather than replacing designers, AIDA amplifies them — taking on the repetitive, time-consuming, and information-heavy work that pulls talented teams away from what they were trained to do: design.
What AIDA Does
AIDA supports interior designers across the full project lifecycle through a single conversational interface. Designers interact with AIDA the same way they would with a senior consultant on the team — by asking questions, sharing context, and requesting deliverables in plain language. AIDA's core capabilities include:
Concept Ideation. AIDA helps designers explore creative directions, generate visual mood boards, and develop concept narratives in minutes rather than days. It draws on deep domain knowledge across materials, finishes, FF&E, lighting, spatial planning, and design history to support exploration without limiting creative authorship.
Project Planning. AIDA assists with programming, scope definition, milestone planning, and resource allocation. Designers can describe a new project and receive structured planning documents, phase breakdowns, and timeline frameworks ready for refinement.
Meeting Minutes. AIDA captures, structures, and summarizes meetings — client reviews, internal design crits, consultant coordination calls — turning hours of notes into clean, searchable records linked directly to the project file.
Administrative Work. AIDA handles the documentation, correspondence, and reporting work that consumes a significant share of every billable hour. From client emails to status reports to specification logs, AIDA drafts the first version so designers only need to review and approve.
Sustainability Compliance. AIDA brings working knowledge of WELL, LEED, and other sustainability frameworks directly into the design conversation. It helps teams identify compliant materials, document credit pathways, and integrate wellness and environmental criteria from concept through specification.
The Project Brain
What sets AIDA apart is its role as a centralized project brain. Every brief, decision, drawing reference, material selection, client conversation, and meeting note is captured and structured in one accessible place. Designers can ask AIDA any question about a project — "what finish was approved for the lobby," "summarize the last three client meetings," "what was our reasoning for the partition wall change" — and AIDA retrieves the answer with full project context in minutes. Institutional knowledge stays with the firm, not scattered across inboxes, drives, and personal notebooks.
Built for Interior Design Firms
AIDA is built specifically for the workflows, vocabulary, and deliverables of interior design practice — workplace, hospitality, residential, and mixed-use. It is not a generic AI chatbot retrofitted for design; it is a domain-trained design partner shaped by 15+ years of practitioner experience in international design and construction.
Business Impact
For firm leaders, AIDA addresses the structural economics of modern design practice: rising overhead, compressed fees, and the growing share of unbillable administrative work. By automating documentation, accelerating early-phase work, and preserving project knowledge, AIDA helps firms deliver more projects with the same team, sharpen creative output, and meaningfully improve profit margins on every engagement.

AIDA - AI Interior Design Assistant

AIDA (AI Interior Design Assistant) helps interior design firms move faster from idea to execution, cut administrative work, and protect margins. It supports concept ideation, planning, meeting minutes, and sustainability compliance — and acts as a project brain that surfaces any detail on demand through chat. 

Epic corporate center

adidas is a German multinational corporation headquartered in Herzogenaurach, Bavaria, and one of the largest sportswear manufacturers in the world. Founded in 1949 by Adolf "Adi" Dassler, the company designs, develops, and markets athletic and casual footwear, apparel, and accessories under the adidas brand, alongside subsidiaries and partner brands built up over its history. While adidas is best known as a consumer products company rather than an architecture, engineering, or construction firm, its scale of operations makes it a significant client and stakeholder for AEC professionals worldwide.

adidas operates a global real estate portfolio that includes its World of Sports corporate campus in Herzogenaurach, regional headquarters in North America, Asia, and Latin America, and thousands of company-owned and franchised retail stores across more than 160 countries. Delivering and maintaining this footprint requires ongoing architecture, interior design, construction, and facilities management work, spanning everything from flagship concept stores and showroom build-outs to large-scale office campuses and logistics infrastructure. The company's distribution network includes major fulfillment and logistics centers around the world, which depend on industrial and warehouse construction expertise, MEP engineering, and increasingly on automation integration within the building shell.

Retail environment design is a particularly visible area where adidas intersects with the AEC industry. The company invests heavily in store concepts, brand experience centers, and pop-up retail formats that require close collaboration between adidas's internal brand and retail design teams and external architecture, interior design, and construction firms. These projects often emphasize sustainability commitments that are central to adidas's current corporate strategy, including the use of recycled and bio-based materials, energy-efficient building systems, and green building certifications for new corporate and retail facilities as the company works toward its stated climate targets.

On the corporate campus side, the Herzogenaurach World of Sports functions as a hub for design, innovation, and administrative functions, and has been expanded and renovated multiple times to accommodate the company's growth, incorporating sustainable building practices, flexible office design, and athlete-focused amenities such as sports facilities and testing labs for product development. Similar principles apply to adidas's other major campuses, including its North American headquarters in Portland, Oregon, which has undergone expansion and redevelopment projects over the years involving architecture and construction firms specializing in large corporate campuses.

For professionals in the architecture, engineering, and construction space, adidas represents the kind of large, brand-driven corporate client whose real estate and retail construction needs span nearly every AEC discipline, from structural and MEP engineering on distribution centers to interior architecture and experiential design on flagship stores. Its ongoing sustainability commitments also make it a relevant reference point for firms working on green building certification, energy-efficient retail and office design, and the use of sustainable construction materials. Although adidas's core business is athletic footwear and apparel rather than building design or construction services, its global footprint of offices, stores, and logistics facilities places it firmly within the client base that AEC technology platforms and service providers serve.

adidas

adidas is a German multinational sportswear company that designs and manufactures footwear, apparel, and accessories, with a global network of stores, offices, and distribution facilities.

Abbey Pynford is a UK-based ground engineering and foundation specialist that has spent more than three decades solving foundation problems for residential and commercial construction projects. Founded in 1988 and headquartered in Leighton Buzzard, England, the company has grown into a group of specialist businesses covering piled raft foundations, underpinning, mini piling, restricted-access piling, basement construction, and related ground engineering services.

The company's core strength is value-engineered foundation design. Rather than treating foundations as a fixed cost, Abbey Pynford's in-house team of structural and geotechnical engineers works to design custom foundation solutions for complex or constrained sites, aiming to reduce construction time, cost, and environmental impact compared with conventional approaches. This underwritten, design-and-build model means the company takes responsibility for the engineering design as well as the physical installation, giving contractors and developers a single point of accountability for the foundation package.

Abbey Pynford's product range reflects this specialist focus. Housedeck is a piled raft foundation system developed for residential new-build and infill sites, particularly where ground conditions such as poor soil, trees, or contamination would otherwise complicate a conventional strip or trench-fill foundation. Comdeck applies the same piled raft principle to commercial and industrial developments, supporting larger structural loads. Quickcaps is a rapid pile-cap solution designed to speed up construction programmes. Treesafe addresses foundation design on sites affected by tree root systems and clay heave, while Floodsafe is aimed at sites in flood-risk areas. Alongside these branded systems, the company also offers CFA piling, mini piling for restricted-access sites, and underpinning for both new construction and remedial work on existing structures.

The company serves a broad base of clients across the UK construction supply chain, including main contractors, property developers, groundworkers, off-site and modular builders, and structural engineering consultancies. Its work spans new residential developments, commercial and mixed-use schemes, and remedial or retrofit projects where existing foundations need to be strengthened or replaced. Because foundation failures and ground-related delays can be costly and disruptive, Abbey Pynford positions its early involvement in a project, often at the structural design stage, as a way to identify ground risk and design around it before it becomes a problem on site.

Abbey Pynford Geo Structures Ltd, the main operating entity within the group, is registered in England and continues to operate as part of the wider Abbey Pynford Group following its 2023 acquisition by construction and engineering group Conlon. The acquisition brought Abbey Pynford's ground engineering and foundation expertise together with a broader construction group, while the Abbey Pynford brand and specialist product lines have continued to operate under their established name.

For architecture, engineering, and construction professionals evaluating foundation and ground engineering partners, Abbey Pynford's combination of in-house design, proprietary piled raft systems, and specialist piling capability offers an alternative to conventional foundation contracting, particularly on sites where ground conditions, access restrictions, trees, or flood risk complicate standard foundation solutions. The company's decades of project history across residential and commercial construction give it a track record of applying its systems to a wide range of site conditions across the UK.

Abbey Pynford

Abbey Pynford is a UK-based ground engineering and foundation specialist delivering piled raft foundations, underpinning, mini piling, and basement construction for residential and commercial projects.

Replus Bureau is a London-based interior design and architecture studio known for transforming residential, commercial, and hospitality spaces through a design philosophy rooted in authenticity, heritage, and thoughtful reuse of existing materials and structures. Founded in Ukraine and now operating internationally from the United Kingdom, the studio has built a decade of experience delivering full-cycle design solutions that combine architectural planning, interior design, and renovation expertise under one roof.

The studio's core belief is that good design should respect what came before it. Rather than stripping a space down and starting from scratch, Replus Bureau's team looks for opportunities to rethink, renovate, recycle, and reformat existing elements, preserving character while introducing modern functionality. This approach has become the studio's signature architectural language, applied consistently across the wide range of project types it takes on.

Replus Bureau's service offering spans three main areas. In interior design, the team works across residential, commercial, and hospitality sectors, producing spaces for private homes, offices, restaurants, bars, retail environments, and public areas. Commercial interior design work focuses on maximizing the utility of a space for employees, visitors, and customers, while hospitality projects aim to create memorable environments for hotels, restaurants, and bars that encourage repeat visits. On the residential side, the studio designs living spaces intended to support concentration, rest, and everyday comfort.

In architecture, Replus Bureau provides planning for buildings of various types, landscape concepts, working drawings, and architectural project management, including budget cost calculation and on-site supervision. The studio positions architectural project management as a core discipline, with project managers and architects collaborating closely to ensure that every concept is delivered in line with the agreed terms, conditions, and standards, while helping clients navigate any complications with contractors along the way.

Renovation is the third pillar of the studio's work. Every renovation project begins with a detailed analysis of the client's needs and an assessment of the property's often-overlooked potential. From there, the team develops space planning and interior design proposals supported by drawings and visualizations, helps select experienced contractors, and manages the furnishing and decorating process through to completion.

Since its founding, Replus Bureau has completed more than 150 projects across Europe, with much of its early portfolio concentrated in Ukraine before the studio expanded its presence to Great Britain. The team describes this expansion as an opportunity to bring award-winning Ukrainian architectural talent to a wider international audience, and its projects have been featured in industry publications and recognized by design professionals.

Notable projects in the studio's portfolio include Alter Clinic, Tetris Holl, Suzirya, Symbol, L'Or Boutique Cafe, Velo, Lehaim Lviv, and Tatar Bunar, spanning residential interiors, hospitality venues, and large-scale commercial fit-outs. Clients the studio has worked with include well-known brands such as Intersport and SoftServe, reflecting its capability to handle both intimate residential commissions and larger commercial engagements.

Replus Bureau markets itself around the idea of end-to-end delivery: clients work with a single team from initial concept through architectural planning, interior design, and on-site project management, reducing the need to coordinate multiple vendors. For architecture, engineering, and construction professionals evaluating design partners for renovation-led or heritage-sensitive projects, Replus Bureau offers a combined architecture and interior design capability with a specific focus on reworking existing buildings rather than defaulting to demolition and new build.

replus_bureau

Replus Bureau is a London-based interior design and architecture studio creating bespoke residential, commercial, and hospitality interiors, blending authenticity, heritage, and modern innovation across Europe.

ConstructAI: Automating BIM Modeling with Agentic AI

*Company Overview
ConstructAI is an Austin, Texas-based construction technology startup transforming how enterprise general contractors and construction firms manage Building Information Modeling (BIM) workflows. We automate BIM modeling with agentic AI, converting 2D PDF structural drawings into LOD 350 native Revit models with complete rebar detailing—eliminating the manual work that consumes days of preconstruction and VDC team bandwidth. Founded by a 4x entrepreneur CEO and an architect with Applied AI expertise, ConstructAI addresses a $5–7B market pain point: the labor-intensive conversion of architectural and structural documents into construction-ready BIM models. Our platform uses advanced machine learning and agentic AI workflows to process structural PDFs end-to-end, outputting native Revit files that are immediately usable by design coordination, fabrication, and construction teams.

*The Problem We Solve
Enterprise general contractors and construction firms face a critical bottleneck in their preconstruction workflow. When a project begins, structural and architectural drawings arrive as 2D PDFs—the same format they've been delivered in for decades. Converting these PDFs into actionable 3D BIM models remains a largely manual process, requiring skilled BIM modelers to:
--Manually trace or interpret 2D drawings in Revit
--Input structural specifications, rebar detailing, and material properties
--Validate model accuracy against source documents
--Iterate through revisions as drawings change
For large contractors managing hundreds of projects annually, this process consumes thousands of hours and delays the start of critical path activities like fabrication planning, cost estimation, and logistics coordination. A typical structural drawing package can require 40–80+ hours of manual BIM modeling labor—a cost that compounds across a contractor's portfolio.
ConstructAI eliminates this bottleneck. Our agentic AI system ingests structural PDFs and outputs LOD 350 Revit models with full rebar detailing in hours instead of days, reducing modeling labor by 50–70% while maintaining the precision required for fabrication and construction.

*Our Solution: LOD 350 Revit Automation
ConstructAI's core product converts 2D structural drawings into native Revit models at LOD 350 (Level of Detail 350)—the industry standard for fabrication-ready models. Our output includes:
--Complete structural geometry captured from 2D PDFs with high fidelity
--Full rebar detailing including bar schedules, reinforcement patterns, and specifications
--Material properties and structural parameters embedded in the model
--Native Revit format (2025/2026 compatibility) enabling immediate integration into VDC workflows
--Construction-ready output reducing time to fabrication planning and shop drawings

*Quantifiable Benefits by Use Case
--For Preconstruction and VDC Teams
    - Time Recapture at Scale: A 200-sheet structural drawing package traditionally requires 80+ hours of manual BIM modeling. ConstructAI processes the same package in a few hours, with full LOD 350 fidelity and rebar detailing. For a contractor managing 100+ projects annually, this translates to 4,000–8,000 hours recovered—the equivalent of 2–4 dedicated full-time BIM modelers. Teams no longer face the bottleneck of manual tracing; instead, they receive fabrication-ready models immediately upon drawing receipt.
    - Direct Cost Reduction: At fully-loaded BIM modeler rates ($65–85/hour), labor savings range from $2,600–$6,800 per project. A contractor with 200 annual projects recovers $520K–$1.36M in direct labor costs annually. When factored into project margins, this savings compounds—enabling price competitiveness, faster bids, and improved profitability.
    - Reduced Rework and Coordination Errors: Manual BIM modeling introduces 10–15% error rates due to interpretation variability, drawing ambiguity, and manual data entry mistakes. ConstructAI's agentic AI applies consistent logic, automated quality checks, and validation against source drawings, reducing downstream rework and coordination clashes by up to 40%. This translates to fewer design coordination meetings, faster RFI resolution, and fewer field surprises.
    - Accelerated Project Timeline: By compressing the modeling phase from weeks to days, contractors unlock parallel work streams earlier: Construction planning begins 2–3 weeks sooner. Cost estimates are finalized faster, improving bid accuracy. Long-lead procurement windows open earlier, reducing supply chain risk. Field crews receive logistics plans and staging schedules weeks in advance.
For time-sensitive projects (retail openings, facility expansions with hard deadlines), this acceleration can mean the difference between schedule compliance and costly delays.

-- For Fabricators and Shop Crews
ConstructAI's LOD 350 output includes complete rebar schedules, bar bending diagrams, and material specifications—eliminating the need for fabricators to re-interpret structural drawings or request clarification from the design team. Fabricators receive machine-readable Revit models that integrate directly into fabrication management systems (FMS), reducing lead times by 5–10% and cutting manual data entry errors by 60%. For a fabrication shop processing 50+ projects monthly, this means faster order turnover, fewer customer inquiries for clarification, and improved on-time delivery rates.
--For Cost Estimators and Bid Teams
Faster, more accurate structural models enable cost estimators to build comprehensive, detailed estimates 20–30% faster. Rather than waiting for manual BIM models or relying on incomplete drawings, estimators work from LOD 350 models with embedded material properties, enabling material quantity take-offs (QTO) to be automated and precise. This reduces bid cycle time and improves estimate accuracy, leading to tighter bid windows and fewer bid disputes post-award.
--For Enterprise Portfolio Management
Large GCs managing 500+ projects annually face a portfolio-wide problem: inconsistent BIM quality, delayed preconstruction workflows, and variable project-start timelines. ConstructAI standardizes the preconstruction process across the portfolio. All projects receive consistent-quality LOD 350 models within 24–48 hours of drawing receipt, enabling predictable, repeatable workflows that reduce variability and improve KPIs across the entire organization.
This standardization also enables data analytics at the portfolio level: modeling time per sheet type, cost per project, and resource allocation patterns become visible and optimizable.

*Technology: Agentic AI for Construction
ConstructAI's proprietary agentic AI system combines:
--Advanced vision and document understanding to interpret complex 2D structural drawings
--Construction domain knowledge trained on thousands of labeled PDF-to-Revit datasets
--Iterative refinement workflows that validate output against source documents and apply quality checks
--Native Revit API integration ensuring output compatibility and parameterization
Our data moat—a continuously expanding library of proprietary, labeled construction drawings—enables rapid adaptation to new drawing standards, structural types, and contractor workflows. The more projects we process, the more capable our models become.

*Team and Expertise
- Pedro (CEO & Co-Founder): 4x founder with a proven track record in construction technology and real estate innovation. His prior exit, AdondeVivir (acquired by QuintoAndar—Latin America's largest proptech unicorn), established his expertise in scaling technology within the construction and real estate sectors. Holds an MBA from IESE Business School and has participated in premier accelerator programs including Blackbox Connect, Startup Grind, and Latitud Fellowship. Pedro brings deep enterprise sales experience, having closed deals with Fortune 500 contractors and global real estate firms. His background spans both business strategy and hands-on execution in early-stage ventures navigating complex, regulated construction markets.
- Fernando (CTO & Co-Founder): Licensed architect with a Master's degree in Applied AI (summa cum laude), providing rare dual expertise in construction domain knowledge and machine learning. Fernando is the creator of ConstructAI's viral LinkedIn demonstration showcasing live PDF-to-Revit conversion (55K+ impressions, 25K+ views). His architectural background enables deep understanding of drawing standards, structural specifications, and construction workflows—critical context for training effective AI models. Fernando leads the technical vision, responsible for building the proprietary agentic AI system, the data pipeline, and the Revit integration layer. His combination of construction domain expertise and AI/ML rigor is rare in the industry.
- William (VP Engineering): Brings startup infrastructure and scalability expertise as a YC W22 alum Founder and CTO. William leads technical architecture, engineering operations, and product development. His experience building scalable systems in fast-growing startups ensures ConstructAI's platform can handle the volume and complexity of enterprise contractors' workloads. William's track record includes shipping products, scaling teams, and maintaining code quality under growth pressure—essential for a venture-backed construction tech company navigating rapid customer acquisition.

*Vision: Reshaping Construction Preconstruction
- ConstructAI's long-term vision is to eliminate manual BIM modeling as a bottleneck in construction preconstruction workflows. By automating the repetitive, labor-intensive work of converting drawings into models, we free construction teams to focus on what they do best: planning, problem-solving, and building.
In the next 5 years, ConstructAI will expand beyond structural concrete to cover architectural interiors, MEP systems, and other structural types—broadening our addressable market and deepening our moat with construction-specific AI expertise.

*ConstructAI: Bringing certainty earlier to the construction industry.

ConstructAI

We automate BIM modeling with agentic AI. ConstructAI converts 2D PDF structural drawings into LOD 350 native Revit models with full rebar detailing—fabrication-ready. Save enterprise GCs 80% modeling time.

Founded in New York City in 2001, Agile Networks has spent over two decades working with exactly one type of client: architecture firms. That exclusivity is our operating model. Most IT providers treat architecture as one vertical among many, handling hardware, software, and consultants as separate, disconnected line items. Agile Networks treats them as one interconnected system, because architecture is the only system it works inside.

Why architecture-only matters
A generalist IT firm might service law offices, medical practices, and architecture firms in the same week, applying the same playbook to all three. Agile Networks doesn't have that option, by design:

Every client is an architecture firm, so every engagement builds on the same base of institutional knowledge instead of starting over.
Hardware, software, services, and outside consultants are understood as one connected chain, not four separate vendor relationships.
Decisions get made with full context on how design teams actually work, not a generic IT framework retrofitted onto the profession.

Services and capabilities
Agile Networks pairs day-to-day infrastructure management with higher-level guidance that most firms can't get from a standard IT vendor:

Managed IT infrastructure and network support
Cybersecurity strategy and risk reduction
Executive-level technology strategy and advisory
Software and tool evaluation, selection, and adoption guidance
Workflow-aligned technology planning across hardware, software, and outside consultants

The firm's footprint runs the Northeast corridor, from New York down through the Atlantic states, with additional clients outside that geography.

A reciprocal loop, not a one-way service:
What separates Agile Networks from a standard MSP is how its advice gets formed. Instead of recommending tools based on vendor relationships or industry buzz, the firm treats its client base as a live feedback loop:

Lessons from one firm's rollout, both what worked well and the speed bumps along the way, get turned into an accelerant for the next: proven approaches move faster, and known friction points get solved before they repeat.
That loop runs in real time, not on an annual review cycle, so recommendations reflect what's currently working in practice, not what worked two years ago.
Because every client is an architecture firm, the patterns Agile Networks sees are directly transferable, rather than diluted by unrelated industries.

This is the mechanism behind the "informed by real-time patterns across real firms" line: it's not a slogan, it's a description of how the guidance actually gets built.

Forecasting most generalists can't do

Because Agile Networks is embedded exclusively in architecture practices, it sees adoption patterns, pain points, and emerging tool categories before they hit the broader market conversation. A generalist IT firm serving a handful of architecture clients alongside other industries doesn't have the density of exposure to spot these shifts early. Agile Networks does, and uses that position to help firm leadership make forward-looking decisions rather than reactive ones.
How Agile Networks positions itself

Not a generalist MSP that happens to have architecture clients.
Not a software vendor pushing a single product.
A technology partner whose only frame of reference is architecture, working at the intersection of infrastructure, security, and executive strategy.

This is the kind of firm that gets engaged when leadership wants a technology decision made with real depth, not another vendor pitch.

Agile Networks

Architecture is our only client since 2001. IT infrastructure, Cybersecurity, Executive-level strategy and Technology Forecasting, informed by real-time patterns across real firms.

Stephen George + Partners (SGP) is one of the United Kingdom's leading architectural practices, established in Leicester in 1970 and now recognized by the Architects' Journal AJ100 as one of the country's largest firms. From a single Leicester studio, the practice has grown to around 100 staff working across five offices: Leicester, which remains the head office, alongside Leeds, London, Birmingham, and Solihull. This national footprint gives SGP genuine reach across the UK while keeping the close client relationships and rapid responsiveness that have defined the practice for more than five decades.

SGP describes itself as a practice of architects and master planners, and its work spans nine sectors: logistics and industrial, healthcare, offices and workplace, education, residential, retail and mixed-use, interiors and fit-out, transport, and sports and leisure. The practice is particularly well known nationally in the industrial sector, where it has completed over 90 million square feet of floor space and delivered logistics buildings ranging from 1,000 to 1,000,000 square feet. It is actively building recognition in other sectors too, with award-winning transportation projects among its recent successes.
Beyond core architecture and master planning, SGP offers a broad set of complementary services, including BIM coordination, interior design, computer-generated imagery (CGI), and principal designer roles under both CDM and Building Safety Act requirements. Many of these capabilities sit within SGP Digital, the practice's dedicated function covering IT, BIM, CGI, automation, and AI. SGP Digital not only supports the architectural side of the business but also generates revenue in its own right through BIM and CGI services, reflecting how central technology has become to the way the practice works and grows.

That digital focus is rooted in the firm's history. SGP was one of the first practices in Leicester to give every member of technical staff an individual workstation, positioning itself at the forefront of technology from an early stage. The practice continues to see digital capability as a competitive differentiator, and in 2022 achieved formal ISO 19650 recognition for its ability to deliver projects to internationally recognized information management standards.

The practice is guided by a clear set of values, summed up in the phrase "we care, we challenge, we deliver," and reinforced by its reputation for quality, reliability, and integrity. SGP listens to clients, challenges them constructively to produce the best possible outcome, and is widely respected for its ability to deliver, including taking over schemes at concept stage and carrying them through to completion. Its commitment to social and environmental responsibility is well established: the practice won an RIBA President's Medal for a book on sustainable building materials, written around its Sustainable Construction Academy project in Dartford.

Looking ahead, SGP is focused on digital transformation and the shift from delivering drawings, schedules, and specifications to delivering structured project data that supports assets through construction and into operation. Emerging priorities include digital twins, data-driven decision making, point cloud processing, automation, and the careful, considered adoption of AI, all underpinned by an increasing focus on security. To support these ambitions, the practice has invested in a modern, resilient, cloud-based IT estate, giving its teams the performance, flexibility, and confidence to grow and to keep designing exceptional buildings for their clients.

Stephen George + Partners

Stephen George + Partners (SGP) is an AJ100 architectural practice founded in 1970, with five UK offices in Leicester, Leeds, London, Birmingham, and Solihull. Its versatile teams work across nine sectors, including industrial, healthcare, transport, residential, and workplace, with added expertise in master planning, BIM, interior design, and CGI.

Lagarsoft is an AEC software development company headquartered in Montevideo, Uruguay, building production-grade software for the Architecture, Engineering, Construction, Real Estate, and Property Tech industries. Founded in 2019 by senior engineers out of CASE Inc. and WeWork, the team brings more than a decade of experience shipping software inside the built environment, combining backgrounds in architecture, real estate, data analysis, automation, software development, and agile management. 

Lagarsoft operates as a US company that is Uruguay-based and globally distributed, with senior engineers and architects working together across the Americas.

The company's origin gives it a distinctive perspective. Its founders first met at CASE, a global Building Information Modeling consultancy that pioneered the idea that "buildings = data," using technology to reshape how architecture and construction teams worked. After CASE was acquired by WeWork, the team helped build software to manage WeWork's massive real estate portfolio. When WeWork closed its Uruguay office, the team chose to continue that vision independently, founding Lagarsoft to bring data-driven, agile software solutions to AEC firms worldwide.

Lagarsoft is an Autodesk Platform Services (APS) Certified Partner. The company designs and ships custom Autodesk software on APS, including Viewer integrations, Model Derivative pipelines, Data Exchange flows, Design Automation jobs, and AEC Data Model queries running in production. It also builds custom Revit plugins that extend the native toolset, automate repetitive tasks, and bridge Revit to the rest of the technology stack so that the model is not the end of the line. Output flows into web viewers, dashboards, generative design platforms, and field tooling. Beyond the Autodesk ecosystem, the same engineering bench handles broader custom AEC software development, from systems coordination and clash detection tooling to portfolio platforms and investor dashboards.
Engineering rigor is central to Lagarsoft's positioning. The company emphasizes production readiness: authentication, secrets handling, dependency hygiene, and audit trails as a baseline, with CI, observability, and a clear rollback path in place before the first deploy. The team favors reliable, well-understood infrastructure such as databases, queues, and caches that hold up under real production load. Increasingly, Lagarsoft helps industrial, manufacturing, AEC, and logistics companies take AI-built applications to production, layering senior engineering discipline around modern AI tooling.

Engagements typically begin with a Build Audit, a focused working session with senior engineers followed by a concise one-page memo delivered within forty-eight hours. From there, work continues as an Embedded Pod: senior engineers operating on a sprint cadence with scoped work and transparent management, adjusted as it unfolds and shaped by what is actually shipping. The company also offers consulting, where it reads the codebase, reviews deploys, and identifies where existing systems are fragile, mapping current processes and technologies against what production-grade looks like for the size and risk of the business.

Lagarsoft's core competencies span BIM, AECO, APIs, Revit, mobile and web development, machine learning, and data analysis. By pairing deep domain knowledge of the built environment with senior software engineering, Lagarsoft helps teams across architecture, engineering, construction, MEP, and real estate get more done with software that performs reliably in real-world production conditions.

Lagarsoft

We are engineers with a background in architecture, real estate, data analysis, automation, software development, and agile management. We have spent the last decade shipping production software inside the AEC industry.

Redefining Engineering Intelligence
Built for industries where precision cannot fail.
Engineering projects do not fail because of the people. They fail because no one made the risks visible in time. ZestineTech bridges engineering and technology to change that — delivering intelligence before it is needed, not after it is too late.
We are an engineering software company building intelligent tools for project delivery teams across architecture, construction, infrastructure, oil and gas, manufacturing, and enterprise operations. Founded by engineers who worked inside complex project environments, ZestineTech was built from a single conviction: the tools available to engineering teams had not kept pace with the complexity those teams were being asked to manage.
That gap — between what engineering workflows demand and what existing software delivers — is exactly where ZestineTech operates.

Who We Are
ZestineTech is a focused, purpose-driven software company headquartered in Pennsylvania, USA, serving engineering and project delivery organizations globally. Our team carries over a decade of direct experience working within engineering environments — not studying them from the outside, but operating inside them at the level where real problems live.
We understand the coordination failures that happen weeks before a review. We know the unauthorized changes that go undetected until they become expensive. We have seen the operational inefficiencies that compound quietly until they become project risks. We build software to solve those problems — precisely, honestly, and without unnecessary complexity.
Engineering done right. The first time.

Who We Serve
ZestineTech operates where precision is not optional and the cost of being wrong is measured in project weeks, not corrections. The teams we serve carry accountability for project accuracy every day and cannot afford to discover what went wrong after it already has.
We serve engineering-led industries across global markets:
AEC — Architecture, Engineering & Construction: Smarter delivery for teams working where coordination failures cost time and money. 
Oil & Gas: Precision-driven engineering tools for complex industrial environments where operational accuracy and compliance are non-negotiable. 
Sustainability & Infrastructure: Engineering the systems that make sustainability measurable, manageable and built to last. 
Manufacturing: Reducing inefficiency and rework across manufacturing operations through intelligent workflow control and process automation. 
Enterprise Operations: Bringing structure, visibility, and automation to large-scale operations that cannot run on manual oversight. 

The Standard We Build To
Clarity — Actionable visibility. No noise. No ambiguity. Engineering teams deserve tools that make complexity legible, not compound it.
Precision — Engineered for accuracy. Built for the real world. We hold our products to the same standard we expect from the workflows they support.
Honesty — Transparent insight. Grounded in reality. We build what works. We say what is true. We do not oversell.
Control — Stay ahead of risk. Operate with confidence. The best tools give teams more visibility and confidence, not less.

Why ZestineTech
Most engineering software is built by software companies. ZestineTech is built by engineers who understand what it costs when workflows break down — in rework, in delays, in coordination failures that should have been caught earlier.
That origin shapes everything: the problems we choose to solve, the standard we hold our products to, and the commitment we bring to every team that relies on our software. We exist to bring intelligence earlier into engineering and operations — helping teams identify risks before coordination breaks down, before delivery is impacted and before small issues become expensive problems.

ZestineTech

MaRS BIM Solutions is a leading BIM consulting and outsourcing company providing Building Information Modeling (BIM), Virtual Design and Construction (VDC), CAD services, and Digital Twin solutions for the Architecture, Engineering, and Construction (AEC) industry.

With more than 20 years of experience, MaRS BIM Solutions helps architects, engineers, contractors, developers, fabricators, and construction professionals improve project delivery through advanced digital workflows, accurate modeling, and data-driven collaboration.

Our comprehensive BIM services include:

Architectural BIM Services
Structural BIM Services
MEP BIM Services
Scan to BIM
CAD to BIM Conversion
Revit Modeling
BIM Coordination & Clash Detection
4D Construction Scheduling
5D BIM Cost Estimation
Revit Family Creation
Shop Drawings
Construction Documentation
Digital Twin Solutions

Using industry-leading platforms such as Autodesk Revit and proven BIM methodologies, we create accurate, coordinated, and information-rich models that support better decision-making throughout the design, construction, and facility management lifecycle.

Our BIM-driven approach helps project teams identify design conflicts early, improve multidisciplinary coordination, reduce costly rework, and minimize project delays. By integrating intelligent 3D models with schedule and cost data, we enable more efficient planning, resource management, and project execution.

MaRS BIM Solutions supports architects with detailed architectural models for design visualization, documentation, and coordination. Our structural BIM services improve engineering analysis, detailing, and fabrication workflows, while our MEP BIM expertise enhances coordination between mechanical, electrical, and plumbing systems to reduce installation conflicts and improve construction efficiency.

We also provide Scan to BIM and CAD to BIM conversion services, transforming laser scan data and legacy drawings into intelligent BIM models that support renovation, retrofit, and facility management projects. Our BIM coordination and clash detection services improve communication among stakeholders and help ensure smoother project delivery.

MaRS BIM Solutions serves a diverse range of sectors, including commercial, residential, healthcare, hospitality, industrial, educational, retail, and infrastructure projects. We work closely with each client to develop customized BIM strategies that align with project goals, standards, budgets, and timelines.

Serving clients across the United States, Canada, the United Kingdom, Ireland, the UAE, Saudi Arabia, Australia, and India, MaRS BIM Solutions has built a reputation for delivering reliable, cost-effective, and high-quality BIM services.

Our commitment to innovation, accuracy, collaboration, and client success helps organizations improve project outcomes, streamline workflows, reduce risk, and maximize value across the entire building lifecycle. Whether supporting new construction, renovation, or infrastructure projects, MaRS BIM Solutions delivers scalable BIM solutions designed to drive efficiency from concept through completion.

MaRS BIM Solutions

MaRS BIM Solutions is a trusted BIM consulting and outsourcing company specializing in Building Information Modeling (BIM), CAD, VDC, and Digital Twin services for the Architecture, Engineering, and Construction (AEC) industry. 

The perfect add-in to make Revit smarter and prevent costly mistakes before they happen.

Guardian is a Revit add-in that trains your teams, cleans your models, protects your work, and tracks model performance. Guardian helps firms reduce rework, improve consistency, and keep project standards on track by combining real-time user guidance, standards automations, proactive project protections, and model performance insights.

Since 2018, Guardian has been dedicated to solving long-standing challenges that plague the AEC industry. Rather than relying on manual oversight and reactive quality control, Guardian enables firms to proactively establish, maintain, and scale standards across projects, teams, and offices. Guardian was built for the BIM managers, design technology leaders, and project teams who believe design should flow smoothly.

Guardian helps firms in four key ways: train your teams, clean your models, protect your work, and track model performance.

Train Your Teams:
Guardian helps users complete the work correctly the first time by delivering real-time guidance directly within Revit. BIM and design technology leaders can provide users with in-the-moment coaching and best practices as they work, helping them complete tasks correctly the first time. By reinforcing standards at the point of action, firms can improve graphical consistency, reduce common mistakes, and ensure best practices across project teams. Combined with project and user-level data, Guardian provides visibility into model performance and user activity, helping leaders identify training opportunities and make data-driven decisions.

Clean Your Models:
Guardian automatically aligns your firm’s Revit and graphical standards. With standards and mappings, firms can clean incoming content and seamlessly sync properties across projects. Additional Revit automations streamline can automate workset assignment, viewport selection, and merge duplicate families. By reducing manual effort and eliminating inconsistencies, Guardian helps teams spend less time fixing issues and more time delivering high-quality project work.

Protect Your Work:
Guardian monitors critical project settings, standards, and modeled elements. Automated protections help prevent accidental edits, deletions, and changes that can introduce risk, rework, or project delays. Rather than discovering issues after they occur, teams can proactively maintain project integrity and confidence in their models.

Track Model Performance:
Through Guardian Backstage, firms gain visibility into project health, model activity, and user behavior across their organization. These insights help BIM and design technology leaders identify opportunities for improvement, measure the impact of standards initiatives, and make more informed operational decisions.

Guardian is designed to support every role involved in project delivery. BIM managers can guide and train teams, enforce standards, and reduce costly mistakes. Firm leaders benefit from improved consistency, reduced rework, and more efficient project delivery that contribute to stronger business outcomes. Designers and project teams can work confidently knowing they are aligned with firm standards and best practices.

Leading firms choose Guardian to improve Revit quality and model performance, train their users more effectively, gain meaningful insights into model and team activity, and scale best practices across offices and project teams. By helping firms establish standards, reinforce best practices, and prevent issues before they spread, Guardian transforms BIM management from a reactive process into a proactive strategy that supports better project outcomes and long-term growth.

"Guardian has saved us time, money, and frustration by helping us enforce standards at the source while giving us real insight through Backstage. It’s helped us grow our templates, families, and team in a smarter, more strategic direction."
-John Wehmer, BIM Manager at Garver USA

Guardian for Revit

Guardian is a Revit add-in that helps firms clean their models, train their teams, and protect their work. Through real-time user guidance, automated protections, and powerful dashboards, Guardian helps teams maintain consistent standards, prevent costly mistakes, and reduce rework before issues spread across projects.

Bimrock AI is a construction technology company building automation tools for MEP (Mechanical, Electrical, and Plumbing) designers and engineers working in Autodesk Revit. Our mission is to eliminate repetitive manual workflows that consume engineering hours - replacing them with intelligent, profile-based automation that lets MEP professionals focus on design, not documentation busywork.                                                   

The Problem We're Solving

MEP engineering teams spend a disproportionate amount of their project time on repetitive, low-value tasks. Annotation alone - placing tags on ductwork, piping, electrical panels, fixtures, and equipment across dozens of floor plan views - can consume entire workdays on a single building. Multiply that across disciplines, floors, and projects, and firms lose thousands of billable hours annually to work that follows predictable, repeatable patterns. These are exactly the kinds of workflows that should be automated, but until now, haven't been - at least not without custom Dynamo scripts, manual workarounds, or expensive enterprise platforms that require months of implementation.

Bimrock AI exists to close that gap. We build tools that are powerful enough for complex MEP workflows but accessible enough that any Revit user can adopt them immediately — no scripting, no code, no lengthy onboarding process.

Our Flagship Product: Autotag by Bimrock AI

Autotag by Bimrock AI is our first product, focused on automating MEP annotation in Autodesk Revit. It replaces manual tag placement with a profile-based system: users define tagging rules once - selecting MEP categories, tag families, filters, and placement preferences - then apply those rules to any number of views. The tool handles intelligent tag positioning, automatic overlap avoidance, and batch processing across entire building documentation sets.

Key capabilities include:

- Profile-Based Automation — Create reusable annotation profiles that work like View Templates but for tags. Define standards once, enforce them consistently across every project and every team member.

- Automatic Overlap Avoidance — Intelligent algorithms analyze element positions and adjust tag placement to eliminate overlapping labels. No manual cleanup required after placement.

- Batch View Processing — Queue 40 or more views and process them in a single operation. Tag an entire building's documentation set — across all MEP disciplines and floor levels — while you focus on higher-value design work.

- Full MEP Discipline Coverage — Supports Mechanical (ducts, air terminals, equipment), Electrical (panels, fixtures, devices, cable trays), and Plumbing (pipes, fixtures, equipment), plus general architectural elements.
- Linked Model and Workshared Support — Designed for real-world BIM coordination workflows, Autotag works seamlessly with Revit linked models and workshared projects.

- Custom Family Support — Tag any parameter on any element, including custom Revit families. Not limited to out-of-the-box content.

- Post-Placement Editing Tools — Bulk-edit tags, align leader line elbows, and reorganize annotations after placement for precise control over final output.

- Team Profile Sharing — Share and distribute annotation profiles across team members to maintain consistent documentation standards firm-wide.

Autotag saves MEP teams 30–60 minutes per floor plan on annotation tasks. When batch-processing full documentation sets, teams report saving 2–4 hours per building. For firms producing dozens of projects annually, the compounding time savings translate to hundreds of recovered billable hours.

Autotag supports Revit 2023, 2024, 2025, 2026, and 2027, runs on Windows 10 and later, and includes a free trial with no credit card required.

Our Platform Vision: Automated MEP Design

Autotag by Bimrock AI is the starting point - not the destination. We are building toward a comprehensive Automated MEP Design platform that covers the full spectrum of MEP engineering workflows within Autodesk Revit:

1. Documentation Automation: Autotag by Bimrock AI (live in Revit today). Automates annotation, tagging, and documentation workflows that consume hours of manual effort on every project.

2. Sketch-to-BIM: Converting early-stage design sketches and schematics into fully modeled BIM elements, accelerating the transition from conceptual design to detailed engineering.

3. Rapid Design: Computational and generative design tools for MEP system layout, including HVAC network analysis, pressure drop calculations, and system optimization. These tools bring building performance intelligence directly into the design workflow - enabling engineers to evaluate and iterate on MEP systems faster than traditional manual methods allow.

4. Coordination: Automated clash detection analysis, spatial coordination, and cross-discipline alignment tools that reduce RFIs and rework during construction.

Each product in the platform shares the same core philosophy: profile-based automation. Define your rules, standards, and preferences once, then let the tools apply them consistently and intelligently across your entire project. This approach scales from solo consultants managing their own workflows to enterprise firms standardizing processes across hundreds of team members and multiple offices.

Who We Serve

Bimrock AI serves the Architecture, Engineering, and Construction (AEC) industry - specifically MEP engineering professionals across all project types: commercial, residential, industrial, institutional, healthcare, and data center projects. Our tools are designed for:

  - Solo MEP designers and consultants who need to move fast and deliver high-quality documentation without a large support team
  - Team leads and BIM managers who need to enforce consistent  standards across projects and team members
  - MEP firms looking to standardize documentation quality, reduce QC review cycles, and recover billable hours lost to manual workflows
  - General contractors and design-build firms that need efficient, reliable MEP documentation as part of their integrated project delivery

Technology and Data Security

Bimrock AI's platform runs on Google Cloud Platform with industry-standard security certifications. All data is encrypted in transit and at rest. Customer data uploaded for processing is automatically deleted within 60 days.

We do not use customer data to train AI models. Customers retain full ownership of all output — tagged views, reports, and exported data remain theirs entirely.

Getting Started

Autotag by Bimrock AI is available for download with a free trial, no credit card is required. Pricing starts at $49 per month for individual users, with team plans starting at $199 per month for five floating licenses.

Enterprise pricing is available for larger organizations. Visit bimrock.ai to learn more, explore our documentation library with 13 step-by-step guides, or join our community on Discord.

Autotag by Bimrock AI Demo: Stop Manually Tagging & Automate Your MEP Annonation

Bimrock AI - Save Hours on MEP Workflows with Revit Automation

Bimrock AI

Bimrock AI is building the future of MEP design automation. We help engineers and BIM managers eliminate manual documentation tedium in Autodesk Revit - starting with intelligent annotation, and expanding into full automated MEP design.     

AEODC Inc. is a leading BIM firm specializing in Virtual Design and Construction (VDC) for the Architecture, Engineering, and Construction (AEC) industry. We offer a comprehensive range of services designed to enhance the efficiency and precision of every phase of a project. Our expertise includes Revit Architecture Modeling, Revit Structure Modeling, and Revit MEP Modeling, which allow for seamless integration and coordination across all aspects of the building process.

Our services extend to Clash Coordination and Clash Detection, ensuring that all potential conflicts are identified and resolved early in the design phase, minimizing costly rework during construction. We also provide high-quality Construction Documentation, facilitating clear, accurate plans and specifications that streamline the construction process.

AEODC specializes in Point Cloud to BIM, transforming laser scan data into precise 3D models for accurate representation of existing conditions. Our MEP Shop and Spool Preparation services provide detailed models for mechanical, electrical, and plumbing systems, improving fabrication and installation processes. Additionally, we offer Construction Simulation services, enabling clients to visualize and optimize the construction sequence, reduce risks, and improve scheduling.
AEODC Inc. also offers specialized Rebar Modeling services, which play a critical role in the accurate design and fabrication of reinforced concrete structures. Using advanced Revit tools, we provide highly detailed 3D models for rebar placement, ensuring precision and reducing errors during construction. Our Rebar Modeling services help optimize material usage, improve constructability, and facilitate the seamless integration of rebar into the overall structural design. By creating accurate rebar models, AEODC enhances project efficiency and supports a smooth workflow from design through to the construction phase.

Recognized as one of the fastest-growing BIM service providers in the USA, AEODC delivers innovative and high-quality solutions across various global regions, ensuring exceptional results for every client.


Our clients range from small to mid-sized companies to Fortune 500 enterprises. Regardless of the project size, we approach each opportunity with the goal of setting new benchmarks and advancing the industry. Whether it’s a simple renovation or a large-scale infrastructure project, we are committed to delivering the highest standards of quality, precision and innovation in BIM and Design Services.

Our mission is to make BIM an integral part of every company operating within the AEC sector—no matter their size or scope—empowering them to design, build and operate more efficiently, sustainably and profitably.

Our vision is simple: to revolutionize the AEC industry by making digital design and construction a universal standard, transforming the way projects are delivered worldwide.
Our expansion into Europe is supported by our proven capabilities in services such as Revit Architecture, Structure, and MEP Modeling, Clash Coordination, Point Cloud to BIM, and Rebar Modeling. We are committed to providing European clients with cutting-edge BIM solutions that enhance project delivery, improve collaboration, and reduce costs. By offering tailored services for local needs and regulations, AEODC aims to become a trusted partner for construction firms and developers throughout the region.

Simultaneously, AEODC continues to strengthen its presence in Australia, leveraging its extensive experience in the AEC industry to serve local and international clients with innovative BIM solutions. Our established track record in Australia, coupled with our recent expansion into Europe, positions AEODC as a global leader in the BIM and VDC space, ready to support the construction industry worldwide with efficient, high-quality solutions.





AEODC Inc.

AEODC Inc. is a premier BIM firm specializing in Virtual Design and Construction (VDC) for the AEC industry. Offering services such as Revit modeling, BIM coordination, and clash detection, we serve global clients. Recognized as one of the fastest-growing BIM providers in the USA, AEODC ensures innovative, high-quality solutions worldwide.

KlashBIM is a next-generation clash management tool designed to enhance efficiency in BIM-based construction projects. Unlike conventional clash detection software, KlashBIM not only identifies conflicts but also streamlines the documentation and reporting process, ensuring a seamless workflow for MEP and structural coordination. 1. Automated Clash Detection for Accurate Model Validation KlashBIM precisely detects clashes within BIM models, ensuring that conflicts between MEP and structural components are identified before construction begins. By automating clash detection, KlashBIM helps teams create more reliable designs, minimizing errors and reducing costly rework on-site. Its accuracy ensures that potential issues are flagged early, allowing project teams to make informed decisions during the design phase. 2. Customizable Documentation &amp; Reporting KlashBIM enhances project documentation by generating detailed and structured reports tailored to specific project needs. These reports provide a clear overview of detected clashes, their locations, and project-wide coordination insights. With customizable reporting options, project teams can extract relevant data efficiently, ensuring all stakeholders have the necessary information for effective collaboration. 3. AI-Powered Integration with BAMROC for Enhanced Clash Management While KlashBIM specializes in identifying and documenting clashes, it integrates seamlessly with BAMROC to facilitate AI-powered clash resolution. This integration enables smarter processing of detected clashes, ensuring that conflicts can be analyzed and resolved efficiently when used alongside BAMROC. The synergy between KlashBIM and BAMROC creates a streamlined workflow for managing design conflicts in BIM projects. 4. Seamless BIM Workflow Integration KlashBIM is designed to work effortlessly within existing BIM environments. It is compatible with major BIM platforms, allowing construction teams to incorporate its clash detection and documentation features without disrupting their workflows. This seamless integration ensures smooth coordination between different project disciplines, improving communication and reducing project delays. 5. Enhancing Project Efficiency Through Advanced Clash Management By focusing on precise clash detection, structured documentation, and seamless BIM integration, KlashBIM optimizes construction workflows and reduces inefficiencies. It ensures that all detected clashes are well-documented, improving collaboration and preventing oversight in project execution. With its advanced capabilities, KlashBIM is an indispensable tool in modern construction management, helping teams maintain accurate designs, minimize errors, and improve overall project coordination.

KlashBIM

MeltPlan is the AI-native planning engine for the built environment, built to help architects, engineers, and contractors plan projects better &mdash; earlier, faster, and with far more confidence. Construction planning today is still fragmented across disconnected tools, spreadsheets, PDFs, and tribal knowledge. Teams are forced to manually connect decisions across code compliance, estimating, scheduling, and value engineering, which leads to slow iterations, missed scope, costly rework, and avoidable project risk.
MeltPlan solves this by creating a unified planning platform that connects the four planning pillars that shape every project: code compliance, cost, schedule, and value engineering. Instead of operating like a black-box AI assistant, MeltPlan is built for accuracy and transparency. It understands real AEC context &mdash; including codes and standards, building assemblies and elements, quantities and scopes, and project-specific conditions. Every output is designed to be defensible, with clear assumptions, step-by-step reasoning, and verifiable sources.
At the core of MeltPlan is the belief that planning isn&rsquo;t just producing a schedule or an estimate &mdash; it&rsquo;s making the right decisions early, before mistakes become expensive field problems. MeltPlan helps teams move from &ldquo;searching and guessing&rdquo; to &ldquo;knowing and deciding.&rdquo;
Today, MeltPlan offers two core products:
<h3 data-start="1400" data-end="1417">Melt Code</h3>
Melt Code is the first building code research AI built to make compliance transparent and decision-ready. Instead of giving a generic answer, Melt Code provides project-specific compliance requirements along with a step-by-step reasoning trail and direct citations to every relevant code section. It also maps out Compliance Paths, guiding architects and engineers through multiple valid routes to compliance based on project variables like occupancy, construction type, sprinkler conditions, height/area thresholds, and fire ratings. Melt Code understands exceptions, cross-references, tables, diagrams, and code math &mdash; and can generate project-specific compliance illustrations to make requirements easier to interpret and communicate. It also includes workflow tools like Projects and Checklists, helping firms capture institutional knowledge and standardize compliance across teams.
<h3 data-start="2326" data-end="2346">Melt Takeoff</h3>
Melt Takeoff is an AI-assisted takeoff service designed for contractors and estimators who need speed without sacrificing trust. It combines AI vision for fast quantity extraction with onshore, field-experienced senior estimators who verify outputs and add detailed allowances for scope not shown on drawings. Melt Takeoff detects hundreds of building elements, flags drawing/spec conflicts, structures takeoffs in MasterFormat&reg;, UniFormat&reg;, or custom standards, and delivers interactive outputs with sheet-linked traceability and clean Excel exports. It enables faster bids, fewer missed scope items, and more confident pricing.
Together, Melt Code and Melt Takeoff form the foundation of the MeltPlan platform &mdash; a connected planning engine that brings clarity, speed, and trust to preconstruction decision-making.

MeltPlan

With ARES Commander, users can work both locally and with files stored in the cloud to improve collaboration. Sync files across users and devices. Create and modify DWG drawings in 2D and 3D, leveraging the drafting and design features that you&rsquo;ve come to expect &mdash; all at a significant cost savings. ARES Commander can stand alone or coordinate with ARES Touch and ARES Kudo to form the Trinity of CAD, unlocking productivity-boosting collaboration features. ARES Commander by Graebert is a powerful and flexible CAD solution designed for professionals who require full-featured 2D and 3D drafting capabilities in native DWG format&mdash;without the high costs or limitations of traditional CAD software. Compatible with Windows, macOS, and Linux, ARES Commander is part of the ARES Trinity suite, which includes access to cloud-based editing through ARES Kudo and mobile capabilities via ARES Touch, all under a single license. One of the key strengths of ARES Commander is its seamless DWG compatibility, allowing users to create, edit, and share files without worrying about format issues. The software includes robust 2D drafting tools, 3D modeling functions such as push/pull editing, and support for dynamic blocks, splines, and parametric features. Beyond the desktop, the ARES Trinity ecosystem enables real-time collaboration through cloud integration, supporting services like Google Drive, OneDrive, and Dropbox. Users can work from anywhere, review drawings on-site, share view-only links with stakeholders, and keep track of revisions with built-in version control and commenting tools. ARES Commander also bridges the gap between CAD and BIM. It allows the import of Revit and IFC files, from which users can extract 2D drawings, automatically generate annotations, and streamline documentation workflows. This functionality makes it easier to work alongside BIM teams while staying within familiar CAD environments. The user interface has been continually refined to support productivity and ease of use, with the latest versions offering customizable workspaces, AI-assisted tools, and a simplified transition path for users coming from other platforms like AutoCAD. ARES Commander is widely adopted across industries, from architecture and engineering to construction and manufacturing. It's known for its solid performance, affordability, and flexibility, offering a complete CAD solution that meets the demands of modern workflows. Whether working independently or as part of a larger team, users appreciate its robust toolset, intuitive design, and commitment to innovation.

Files created in ARES Commander can also be accessed in ARES Kudo or ARES Touch.

ARES Commander includes BIM drawings automation features.

The ARES Trinity of CAD Software: Create and Modify DWG Files with Modern Collaboration Tools

ARES CAD Software: Top 10 Trinity Features Outperforming AutoCAD | Expert Review by Architosh

DWG Drawings Automation for BIM - ARES Commander Product Review | Niknaz Aftahi of aec+tech

BIM Drawings Automation: From Revit & IFC to DWG in ARES Commander

450+ Dynamic Blocks in Tool Palettes and Trinity Block Library in ARES Commander

AI for CAD in DWG: ARES AI Assist (aka A3) 

Switch from AutoCAD or other AutoCAD Alternatives to ARES effortlessly

ARES Commander | N°1 AutoCAD Alternative for DWG CAD Software on Windows, Mac and Linux

ARES Commander

ARES Commander Standalone [Perpetual License]

ARES Commander [Perpetual License] with Trinity

ARES Commander Flex / Network Seat [Perpetual License]

ARES Commander runs on Windows, MacOS, and Linux platforms.

Featuring Graebert at the AEC Innovate Conference

Kestrel is the first structured compliance data layer for the built environment.
Building code has historically existed as static documents that architects read, interpret, and apply manually. In a world where design has moved into BIM, compliance has remained outside the model&mdash;fragmented across PDFs, markups, and late-stage plan review.
Kestrel changes that.
Kestrel is building code compliance software that runs inside Revit, evaluating BIM models against jurisdiction-specific requirements during design. Instead of checking compliance after drawings are complete, teams run checks continuously while designing, surfacing issues when they are still easy to fix.
At the core of the platform is a fundamental shift: building code becomes computable.
Kestrel translates licensed building code data, including International Code Council (ICC) sources, into structured, machine-executable logic that runs directly against the BIM model. Every issue is tied to a specific element in the design and linked to a cited code section, so teams can see what is wrong, why it matters, and how to resolve it.
This approach turns compliance from a manual, interpretive process into a system that can be evaluated in real time throughout design.
Kestrel&rsquo;s rule library includes millions of checks across key regulatory categories such as egress, accessibility (ADA), fire and life safety, occupancy classifications, height and area limits, and jurisdiction-specific requirements. The platform applies these rules in context to each project&rsquo;s location, building type, and conditions.
The result is a shift in how compliance happens:
<ul data-start="2268" data-end="2467">
<li data-section-id="1912hsz" data-start="2268" data-end="2340">From checking PDFs at the end &rarr; to evaluating the model continuously</li>
<li data-section-id="ab3kd5" data-start="2341" data-end="2405">From manual interpretation &rarr; to structured, verifiable logic</li>
<li data-section-id="2zqfm2" data-start="2406" data-end="2467">From late-stage surprises &rarr; to early, actionable feedback</li>
</ul>
Kestrel is designed for the entire design team. Architects and designers work directly inside the Revit model, resolving issues in context. Project managers and principals track compliance status through a shared dashboard without opening BIM files, giving the entire team a clear view of where the project stands.
Kestrel does not replace architect judgment. It surfaces what is checkable and grounds every result in real code. Final interpretation and design decisions remain with the architect.
As BIM became the system of record for design, there has been no equivalent system for compliance. Kestrel fills that gap.
It is not a plugin or a point solution. It is the compliance layer that sits alongside the model, enabling teams to move faster, reduce rework, and reach permit with greater confidence.

Kestrel Labs

<h1 data-start="260" data-end="340">Ideate StyleManager for Revit: Clean, Standardize, and Optimize BIM Styles</h1>
<h2 data-start="347" data-end="390">Why Revit Styles Become a Hidden Problem</h2>
Managing styles in Autodesk Revit &mdash; including object styles, line patterns, materials, text types, and view templates &mdash; is one of those tasks that quietly affects every project. When unmanaged, styles accumulate from imported content, linked models, and copied elements, leading to bloated files, inconsistent graphics, and coordination headaches.
Over time, even well-structured projects can drift away from office standards without teams realizing it.
<h2 data-start="853" data-end="885">What Ideate StyleManager Does</h2>
Ideate StyleManager is a Revit plugin built to give BIM managers and architects greater control over project styles. Instead of manually hunting through settings or risking accidental deletions, users can analyze, merge, rename, and remove unwanted styles safely.
The tool makes it easier to clean up project files and enforce consistent standards across teams.
<h2 data-start="1256" data-end="1300">Safe Cleanup with Built-In Style Analysis</h2>
One of the biggest risks in Revit is deleting a style that is still in use. That action can trigger unexpected graphic changes throughout the model.
Ideate StyleManager addresses this with detailed usage analysis. Before merging or deleting a style, users can see exactly where it is applied. This visibility allows teams to consolidate duplicate styles, remove clutter, and align projects with office templates without compromising model integrity.
<h2 data-start="1759" data-end="1815">Improving Model Performance and Documentation Quality</h2>
Style clutter does more than create visual inconsistencies. It can also impact file size and model performance.
By reducing redundant definitions and maintaining consistent graphics, teams improve drawing clarity, coordination workflows, and overall BIM health. For firms working across multiple offices, maintaining a unified visual language becomes much easier.
<h2 data-start="2188" data-end="2225">Supporting Long-Term BIM Standards</h2>
Ideate StyleManager is not just a cleanup tool. It supports long-term BIM governance.
As projects grow in complexity and content libraries expand, style management becomes increasingly important. The ability to proactively monitor and standardize styles helps firms protect documentation quality from early design through construction documentation.
For teams focused on Revit efficiency and model reliability, Ideate StyleManager offers a practical solution for maintaining cleaner, healthier BIM environments.

Ideate StyleManager

MeltBid by MeltPlan is an AI bid leveling software built for general contractors in preconstruction. The traditional bid leveling process takes estimators hours of manual work &mdash; pulling numbers from PDFs, building spreadsheets by hand, hunting for buried exclusions, and hoping nothing slips through before you award. MeltBid compresses all of that into minutes.
The workflow is straightforward: upload your subcontractor proposals and MeltBid automatically structures them into a leveled comparison inside your own Excel template or a provided one. It works both in the browser and natively inside Excel via MeltPlan's Microsoft marketplace add-in, so estimators don't have to change how they work.
The value, though, goes well beyond speed. MeltBid surfaces five core capabilities:
Bid leveling in minutes. Upload multiple proposals &mdash; PDFs from each sub &mdash; and get a fully populated line-by-line comparison in your template in under 5 minutes. Bring your own format or start from MeltBid's.
Scope gap detection. Automatically identifies line items that one sub priced and others excluded or missed entirely. These gaps are the silent killers in preconstruction &mdash; they show up as change orders in the field, well after you've already awarded the contract.
Exclusions and qualifications flagging. Highlights non-obvious exclusions and qualifications buried deep in bid packages &mdash; things like "fire alarm devices excluded," "roof penetrations not included," or "price valid 30 days only, subject to material escalation." The cheapest number on paper becomes the most expensive one post-award when these get missed.
Full traceability. Every number in the leveled output links directly back to the source line in the original proposal. No black box &mdash; estimators can click any cell and see exactly which clause in which sub's PDF drove that value, with a "Mark as Reviewed" workflow to systematically work through the output.
Natural-language AI Q&amp;A. Ask plain-English questions directly against your leveled bids: "Who is the lowest bidder and by how much?" "What did Summit exclude?" "Where's the biggest spread across bidders on mechanical?" MeltBid answers in context, scoped to the exact run you're reviewing.
It's built for the way estimators actually work &mdash; in the browser or right inside Excel &mdash; and is aimed squarely at GCs who are tired of the bid leveling process eating their preconstruction capacity.

Melt Bid

D5 Render is a leading real-time rendering solution that revolutionizes the architectural and design workflows. Powered by AI-driven and cutting-edge technologies, D5 empowers architects, designers, and visualization artists to work more efficiently and collaboratively, accelerating creation while ensuring consistently accurate and photorealistic results. -Best balance between speed and quality -Seamless integration with your favorite design workflow -User-friendly for designers, architects, visualizers, and archviz animation professionals alike -Free access and a cost-effective teams subscription option D5 Render is transforming the world of architectural visualization by bringing real-time rendering into everyday workflows&mdash;without sacrificing quality. Designed with architects, designers, and visual storytellers in mind, D5 combines high-speed GPU processing with an intuitive interface, allowing users to create photorealistic renderings, animations, and walkthroughs almost instantly. Unlike traditional rendering engines that require long wait times and technical know-how, D5 simplifies the process through real-time preview and rendering capabilities. Users can drag and drop assets, make lighting and material adjustments on the fly, and see results in seconds&mdash;all while working within a seamless, responsive environment. It also supports live sync with popular modeling tools like SketchUp, Rhino, Revit, and Archicad, streamlining the design-to-render workflow. What sets D5 apart is not just its speed, but also its ability to handle large, complex scenes with remarkable performance. Its AI-powered denoising engine and built-in library of assets&mdash;including vegetation, lighting, and materials&mdash;help elevate visualization without external plugins or post-production tools. Architects and design firms using D5 report significant time savings, improved client communication, and enhanced design decision-making. By eliminating the barrier between modeling and rendering, D5 allows teams to visualize concepts earlier and with greater clarity&mdash;ultimately leading to better outcomes. For firms working on tight deadlines or aiming to elevate their presentations, D5 offers a powerful solution that redefines what&rsquo;s possible in real-time rendering. It&rsquo;s not just a tool&mdash;it&rsquo;s becoming a core part of the modern architectural tech stack. Check out our latest article: https://www.aecplustech.com/blog/rendering-redefined-d5-real-time-revolution-architects-design-firms

D5 Render

Featuring D5 Render at the AEC Innovate Conference

Rendering Redefined: D5’s Real-Time Revolution

Tools Leading the Way in the AEC+Tech Community

Why Every Designer Needs Collaborative Rendering (Webinar)

Why Every Designer Needs Collaborative Rendering

Solibri CheckPoint is a browser-based BIM model checking platform that helps architecture, engineering, and construction teams improve model quality, coordination, and compliance&mdash;without heavy installs or steep training. Open a browser, review Revit and IFC models side by side, run standardized QA/QC checks (clash detection, data/property rules, clearances), and manage issues in one collaborative workspace that fits your existing CDE and project tools.
<h2 data-start="758" data-end="783">Why Solibri CheckPoint</h2>
<ul data-start="784" data-end="1370">
<li style="font-size: 15px;" data-start="784" data-end="888">Zero install, fast adoption: Web-based model checking reduces IT overhead and speeds onboarding.</li>
<li style="font-size: 15px;" data-start="889" data-end="985">Native Revit &amp; IFC support: Review the same source data&mdash;no exports or lossy conversions.</li>
<li style="font-size: 15px;" data-start="986" data-end="1090">Standardized QA/QC: Enforce modeling standards with reusable rule sets, filters, and data views.</li>
<li style="font-size: 15px;" data-start="1091" data-end="1208">Collaborative issue management: Assign, track, and resolve clashes/data issues with transparent audit trails.</li>
<li style="font-size: 15px;" data-start="1209" data-end="1370">CDE-friendly: Practical integrations with Autodesk Construction Cloud and Procore keep models and issues in sync via direct connections or BCF.</li>
</ul>
<h2 data-start="1372" data-end="1391">Key Capabilities</h2>
<ul data-start="1392" data-end="1804">
<li style="font-size: 15px;" data-start="1392" data-end="1460">Clash detection &amp; constructability checks across disciplines</li>
<li style="font-size: 15px;" data-start="1461" data-end="1541">Property/data validation to enforce BIM standards and naming conventions</li>
<li style="font-size: 15px;" data-start="1542" data-end="1611">Clearance/free-space rules for safety, access, and operations</li>
<li style="font-size: 15px;" data-start="1612" data-end="1702">Data Viewer to inspect quantities, attributes, and patterns alongside the 3D model</li>
<li style="font-size: 15px;" data-start="1703" data-end="1804">Project Library to publish shared, repeatable templates (rules, filters, views) across projects</li>
</ul>
<h2 data-start="1806" data-end="1832">Integrations &amp; Workflow</h2>
<ul data-start="1833" data-end="2138">
<li style="font-size: 15px;" data-start="1833" data-end="1939">Sync models and issues with Autodesk Construction Cloud and Procore (reduce duplicate uploads)</li>
<li style="font-size: 15px;" data-start="1940" data-end="2021">Export/import issues via BCF to keep coordination moving across platforms</li>
<li style="font-size: 15px;" data-start="2022" data-end="2138">Fit lightweight checks into more milestones&mdash;from schematic coordination to preconstruction and punch-list closeout</li>
</ul>
<h2 data-start="2140" data-end="2155">Who It&rsquo;s For</h2>
<ul data-start="2156" data-end="2394">
<li style="font-size: 15px;" data-start="2156" data-end="2237">Architects &amp; BIM Managers standardizing QA/QC and modeling best practices</li>
<li style="font-size: 15px;" data-start="2238" data-end="2319">General Contractors &amp; VDC Teams driving constructability and coordination</li>
<li style="font-size: 15px;" data-start="2320" data-end="2394">Owners/Consultants requiring transparent, auditable BIM deliverables</li>
</ul>
<h2 data-start="2396" data-end="2407">Benefits</h2>
<ul data-start="2408" data-end="2682">
<li style="font-size: 15px;" data-start="2408" data-end="2474">Higher BIM quality with consistent templates and rule sets</li>
<li style="font-size: 15px;" data-start="2475" data-end="2544">Fewer rework loops thanks to faster clash and data validation</li>
<li style="font-size: 15px;" data-start="2545" data-end="2608">Lower overhead via web-based access and simpler rollout</li>
<li style="font-size: 15px;" data-start="2609" data-end="2682">Better traceability with centralized issue records and auditability</li>
</ul>
Learn more: <a href="https://www.solibri.com/checkpoint?utm_campaign=3706145-Solibri%20CheckPoint&amp;utm_source=AEC%20Tech">www.solibri.com</a>

Model view IFC and Revit - Solibri CheckPoint

Solibri CheckPoint

Checking Revit models in the cloud with Solibri

Featuring Solibri at the AEC Innovate Conference

Solibri CheckPoint & the Future of AEC Model-Checking (2)

Acquisition of Xinaps and the rebranding of Verifi3D as Solibri Checkpoint

Solibri CheckPoint & the Future of AEC Model-Checking 

SNHA, a Woolpert Company, specializes in mission-critical design, data centers and technology infrastructure, where documentation must be exact and consistent across many buildings and a large campus. This kind of work carries heavy, repetitive documentation demands: the same detailing, tagging, and drawing production repeated across building after building, with no tolerance for inconsistency. The firm wanted to reduce the time-consuming manual work that slowed project timelines, without compromising the accuracy its clients depend on. SNHA partnered with SWAPP to automate that production directly inside Revit. Using SWAPP's integration with the Revit API, the firm's AI-assisted workflows generated and updated documentation to SNHA's own standards, so detailing stayed consistent across every building on the campus while the architects focused on the strategic and creative aspects of the design. Work that previously took up to two weeks per project was compressed into under 48 hours, and the number of manual documentation tasks dropped several times over. Just as important, the firm was able to see its own standards through the lens of machine learning, which reinforced consistency and quality across the portfolio. The engagement shows how automation, grounded in a firm's standards and integrated with the tools it already uses, can transform delivery speed on demanding, repetitive mission-critical work.

SNHA, a Woolpert Company, cuts data-center documentation from two weeks to under 48 hours with SWAPP

SWAPP is operational intelligence for architecture. Instead of another chatbot bolted onto your workflow, SWAPP puts an agentic AI teammate, Frank, directly inside Revit and ArchiCAD, where it reads and writes your live model to do real production work: modeling, dimensions, tags, views, sheets, schedules, collision-solving, and QA.
What makes SWAPP different is that everything is grounded in your firm&rsquo;s own standards. SWAPP learns from your past projects, annotation habits, and QA rules, then enforces them on every new project. The result is complete construction document sets that look like your firm produced them, because, in effect, it did. Frank is the only AI Architect in the category that is not locked to a single authoring platform: it runs the same firm-tuned workflows in both Autodesk Revit and Graphisoft ArchiCAD.
The numbers are real. Firms use SWAPP to automate up to 80% of documentation tasks. Across a two-year span, SWAPP has delivered more than 35 million square feet of production-grade documents and saved over 104,000 production hours. Page designed a 270,000 sq ft student-housing project from concept to schematic design in three weeks with a 40% smaller team. AHA delivered a 550,000 sq ft permit package in a single week. MYS Architects reduced manual workload eightfold. HTA Design cut the team needed for Stage 4 documentation in half. SNHA, a Woolpert company, took work that used to take two weeks down to under 48 hours.
Every action Frank takes is traceable and reversible. Enterprise firms gate execution behind review steps, so automation earns trust over time rather than demanding it up front. SWAPP is ISO/IEC 27001:2022 certified and your data stays yours.
SWAPP now offers a low-commitment trial, so your team can select the capabilities you want and see Frank run on your own live projects before making a long-term commitment. It integrates with Revit, ArchiCAD, Autodesk Forma, Procore, Trimble, and the wider AECO ecosystem. Book a demo to see it on your work.

SWAPP.AI

The AI Co-Pilot for Construction Documentation

Swapp: The AI Co-Pilot for Construction Documentation

Featuring SWAP AI AI at the AEC Innovate Conference

Featuring Swapp at the AEC Innovate Conference

AI-Powered Automation for Smarter Architectural Workflows

AHA (Auerbach Halevy Architects) is a leading Israeli architecture firm known for ambitious, large-scale residential and mixed-use developments. For the I.S. mixed-use complex, the team faced an extraordinary deadline: deliver a complete permit package for a 550,000 square foot project, five residential towers, a commercial podium, and five basement levels, in just one week. A project of this scale would normally demand weeks of coordinated documentation across a large team, with enormous pressure on both speed and accuracy. Any inconsistency across the towers or basement levels could jeopardize the permit submission. AHA partnered with SWAPP to make the timeline achievable. SWAPP's AI agents worked directly inside the firm's live Revit models, generating the repetitive documentation, views, sheets, tags, and schedules, across every tower and level to AHA's own standards, while the architects concentrated on coordination and the decisions that required judgment. Instead of manually rebuilding each drawing series for each tower, the team ran production as a controlled, rule-based process and reviewed the outputs. The result was a complete, consistent permit set delivered in a single week, at a scale and speed that would have been out of reach with a traditional manual workflow, and without sacrificing the quality or standards the firm and the authorities required.

AHA delivers a 550,000 sq ft mixed-use permit package in one week with SWAPP

Savills is a global real estate advisor. Lotte De Jong, a workplace consultant on the firm's occupier services team in Amsterdam, first got hands-on with laiout when Savills itself was weighing whether to expand its current office, the same stay-or-move decision her team helps occupier clients make every day. Like most of the businesses she advises, architecture and design aren't Savills' core service, so building a business case around a specific layout had always meant depending on an external architect, a step that took time neither Savills' own leadership nor her clients' leadership teams could always spare.

Testing scenarios internally worked differently once laiout entered the picture. Rather than waiting on an outside designer for every "what if we tried this instead," Lotte could adjust headcount, work patterns and building options herself and show the leadership team the consequence immediately. The same capability has since become part of how she runs business cases for Savills' occupier clients: instead of a set of static options handed over after days of drafting, leadership sees the layout reshape live, in the room, and reacts to it together.

The change, Lotte says, is that conversations stop going in circles. Assumptions about what is or isn't physically possible in a space get settled on the spot rather than argued over static PDFs, which has made the business cases Savills builds, for its own office and for its clients' offices alike, faster to agree and easier for leadership to commit to.

Savills: Evaluating office scenarios by testing options in-house with laiout

The world's only software for generating, iterating and sharing floor plans live to supercharge your work.
laiout is the self-served, end-to-end platform for AI-powered commercial space planning. Upload a plan, generate multiple test fit options in seconds, and iterate live with clear metrics on capacity, cost and carbon. Where most platforms handle a single part of the workflow, such as renders, drafting integrations or detailed architectural output, laiout covers the full journey from first floorplan to a decision ready pack you can share in one place.
<h3 class="text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold">What it does</h3>
<ul class="[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3">
<li class="font-claude-response-body whitespace-normal break-words pl-2">Creates multiple test fit options from a blank or messy plan in seconds.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Places rooms and furniture with code aware spacing and practice rules in mind.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Surfaces live metrics on capacity, cost and carbon so trade offs are explicit.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Lets you steer the plan with rules for programme, adjacencies, densities and clearances.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Adds AI-generated renders as an optional layer, so you can visualise a scheme without leaving the platform.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Captures decisions and keeps the team aligned with an interactive link you can share.</li>
</ul>
<h3 class="text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold">How it works</h3>
<ol class="[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal flex flex-col gap-1 pl-8 mb-3">
<li class="font-claude-response-body whitespace-normal break-words pl-2">Upload and brief. Add a plan and set your requirements. No CAD experience needed.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Generate. Get 2D and 3D options that follow architectural logic and constraint aware rules.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Iterate live. Adjust programme, adjacencies, densities and spacing, then regenerate in seconds.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Compare and decide. View scenarios side by side with clear metrics, such as cost and carbon.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Export and share. Publish an interactive link, or export a full pack: drawings in PDF, DWG and IFC, Revit files, 3D snapshots and renders, and CSV schedules for counts and areas.</li>
</ol>
<h3 class="text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold">What you can do with it</h3>
<ul class="[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3">
<li class="font-claude-response-body whitespace-normal break-words pl-2">Go from shell plan to several lease ready options during a single client call.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Hit a headcount or density target, then tune meeting mix, focus spaces and support areas.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">De risk delivery with overlays for structure and services, and with code aware spacing and clear routes.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Produce a clean pack for leasing and design: plans with scale, schedules, 3D views, renders, and a link stakeholders can review without software.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Shortlist a preferred option with evidence that explains why it works. Hand the scheme to design with data, not just drawings.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Accelerate bids and RFPs by generating options and a quantified rationale in hours, not days.</li>
</ul>
<h3 class="text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold">Why it is unique</h3>
<ul class="[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3">
<li class="font-claude-response-body whitespace-normal break-words pl-2">One place for the whole workflow. Most platforms handle a single piece, such as renders, drafting integrations or detailed architectural output. laiout takes you from first floorplan to a shareable pack without switching platforms.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Instant generation guided by constraint aware rules that reflect real practice and code.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Evidence first with capacity, cost and carbon surfaced live to keep decisions honest.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Workflow friendly. Share a link for review. No viewer licences needed.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Interoperable outputs. Export DWG, IFC and Revit files, attach 3D snapshots and renders, and create polished PDF packs.</li>
<li class="font-claude-response-body whitespace-normal break-words pl-2">Proven across markets. Used by landlords, tenants, brokers, designers and flex operators in more than 36 countries.</li>
</ul>
<h3 class="text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold">Who it is for</h3>
Landlords, tenants, brokers, designers and flex operators who need rapid, data backed office layouts in competitive markets.
<h3 class="text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold">Results</h3>
60 to 80 percent time savings in early planning, more options explored, and clearer, faster decisions. Many teams move from weeks of revisions to a single working session with stakeholders.

laiout

Artefact is a UK property and technology advisory firm. Like many of the businesses it works with, Artefact faced the recurring challenge of finding a new office. Chris de Gruben, Head of AI in Property at Artefact, led the search across London and ran into the usual bottleneck: every viewing produced a different set of floor plans, and turning those into something the leadership team could align on meant weeks of marking up PDFs, sending them to an interior designer, waiting for a revision, and starting again. By the time everyone agreed on a direction, the space, or the landlord's patience, had often moved on.

One viewing worked differently. The agent met Artefact's leadership team on site with the building's floor plates preloaded into laiout on an iPad. As the team walked the space, they reconfigured the layout together in real time, adding meeting rooms, opening up collaboration space, testing headcount scenarios as they talked. The building was the most complex option on the shortlist, a former incubator split into many small offices that the leadership team had struggled to picture as a single floor. Seeing it reshape live, in the room, changed that.

Artefact leased the space. The deciding factor, according to de Gruben, was simply the ease of changing the layout live with the whole leadership team present.

Artefact: Choosing a new office by changing the design live with laiout

Ditt Officemakers is a design and build firm in the Netherlands that advises landlords and tenants on how to get the most out of commercial space. Before laiout, every test-fit meant a designer spending around ten hours in CAD, building a single layout from scratch for a single brief. Responding to more than one client in a day was not realistic, and every change in headcount or spatial mix meant starting the drawing again.

Ditt used laiout to build 'Smart Moves', a client-facing advisory service that puts space planning back into the room with the client. A designer now uploads a floor plate, generates a compliant layout in minutes, and iterates live on headcount and spatial mix without redrawing anything. What used to take a full morning for one scenario now takes half an hour for several, complete with fit-out costs, and can be done on-site during a client meeting rather than emailed over days later.

The impact shows up in two places. Internally, the team now produces ten layouts in the time it used to take to produce one, freeing designers to spend more time on higher-value design work instead of repetitive drafting. Externally, Ditt can respond to a tenant brief within a week, a turnaround the team describes as unheard of in their market, and has used on-the-spot scenario generation to give a landlord the confidence to lease a vacant floor within a month. laiout did not just speed up Ditt's existing process. It let them package a faster, more transparent client experience as a service in its own right.

Ditt Officemakers: Building a Same-Day Test-Fit Service with laiout

Stephen George + Partners (SGP) is one of the UK's leading architectural practices. Founded in 1970 and ranked among the AJ100, the firm designs across commercial, residential, education, healthcare, and industrial sectors from offices across the UK and internationally, with teams working daily in demanding CAD and BIM applications.

Like many established practices, SGP had reached the limits of managing its own on-premise infrastructure. Maintaining servers and desktops in house consumed time and budget the firm wanted directed at design, collaboration, and project delivery. Securing confidential plans across multiple locations, and giving designers consistent performance wherever they worked, was becoming harder to sustain on aging hardware.

SGP partnered with Creative ITC to replace its on-premise desktops with high-performance cloud VDI, adopting Creative ITC's Everything as a Service (XaaS) model. Design teams gained secure, flexible access to their CAD and BIM applications from any location, while the firm moved from managing infrastructure to consuming it as a fully managed, predictable service.

The result was a simpler IT estate, lower cost, and the freedom to focus on core architectural work rather than maintenance. With infrastructure no longer a constraint, SGP can scale and adapt as the practice grows. As the firm reflects, the value came from Creative ITC's understanding of how technology is applied in the AEC industry, giving it the confidence to plan for the future.

Creative ITC x SGP Case Study | Customer Story

Stephen George + Partners: Powering Innovation with X as a Service

VDIPod is a 24/7/365 fully managed, high-performance Desktop as a Service (DaaS) platform that gives your teams the speed, flexibility, and security to work without compromise, from any device, anywhere in the world.
Built for graphics-intensive and data-heavy work, VDIPod delivers GPU-ready virtual desktops that run workstation-class applications at full speed. Design, engineering, and energy teams can open large CAD and Revit models, work across big datasets, and run demanding financial and simulation models without the lag, file-transfer delays, or hardware limits of traditional setups. Performance scales on demand, so capacity flexes with project peaks rather than forcing costly over-provisioning.
Creative ITC enables seamless collaboration across borders, giving teams the power to design, share, and deliver projects in real time wherever they are. High-performance virtual desktops drive faster delivery and smoother workflows, supported by enterprise-grade security and built-in resilience that keep data safe and projects on track. Centralized updates, encryption, disaster recovery, and data sovereignty are built in, so the same secure environment follows every user regardless of location or device.
Now you can simplify IT with a fully managed DaaS solution and predictable OPEX costs, while scaling instantly to support growth and ever-changing business demands. There is no hardware to refresh, no patching cycle to manage, and no end-of-life replacement project on the horizon. Creative ITC manages the full platform around the clock, freeing internal teams to focus on the business rather than the infrastructure beneath it.
With Creative ITC's proven sustainability, you will also cut energy use, CO2 emissions, and hardware waste, helping you meet ESG targets without compromise. VDIPod is hosted in sustainable data centers powered by 100% renewable energy, turning desktop modernization into measurable progress against your sustainability goals.
For the most intensive graphics workloads, VDIPod pairs with VCDPod dedicated cloud workstations, so everyday and high-end tasks run side by side within one flexible, secure, fully managed environment.

VDIPOD

Leveret Systems Ltd is a UK-based integration consultancy specialising in connecting BIM/CDE platforms with enterprise systems across the architecture, engineering, and construction (AEC) industry. We design and build the middleware layer that most digital engineering teams lack — custom API integrations, webhook-driven data flows, event-driven pipelines, and analytics dashboards that turn fragmented construction data into actionable intelligence.

Founded by Eben Joubert, a Systems Architect with dual Master's degrees in Artificial Intelligence (Distinction, Goldsmiths, University of London) and BIM & Integrated Design (Merit, University of Salford), backed by a full-stack integration developer, Leveret Systems brings a rare combination of deep construction domain knowledge and production-grade software engineering. Our directors are members of the British Computer Society (MBCS) and the Chartered Institute of Building (MCIOB).

CDE and BIM Platform Integration. We connect Common Data Environments and BIM platforms to your enterprise ecosystem. Our work spans Autodesk APS (Forge), BIM 360, Autodesk Construction Cloud (ACC), ProjectWise, Asite, Aconex, and Trimble Connect — integrated with ERP systems including COINS and SAP, SharePoint, Power BI, and bespoke analytics platforms. We deliver REST API development, webhook orchestration, ISO 19650-compliant information management workflows (WIP - Shared - Published - Archived), model translation pipelines from Revit (RVT) and IFC to SVF2 for web-based 3D viewing via Autodesk APS, and automated metadata enrichment, validation, and quality assurance across federated BIM models.

Custom Middleware Development. We build the integration backbone that sits between your platforms — not configuration or rebranded SaaS, but actual production-grade middleware with proper error handling, retry logic, structured logging, and monitoring. Our solutions include event-driven microservices on Google Cloud Pub/Sub, Azure Service Bus, and RabbitMQ; webhook callback systems for real-time data synchronisation; data transformation pipelines from CAD geometry to business data and from IFC to analytics-ready formats; and API gateway designs serving 78+ endpoints with sub-second response times.

AI and Machine Learning for AEC. We apply machine learning and natural language processing to construction and engineering data — not generic AI, but domain-specific solutions built by engineers who understand both the algorithms and the industry. Our capabilities include retrieval-augmented generation (RAG) pipelines for regulatory document analysis covering NRM2, building regulations, and standards; computer vision applied to satellite imagery and point cloud analysis; predictive analytics for construction performance across schedule, quality, and cost forecasting; and LLM-assisted content generation with human-in-the-loop quality controls.

Data Engineering and Dashboards. We build end-to-end data pipelines from source systems to executive-ready reporting. When Power BI's native connectors create latency or data quality issues, we build dashboards from scratch. Capabilities include SharePoint and CDE data extraction pipelines, Power BI integration with custom embedded reporting, real-time operational dashboards with WebSocket-driven updates, and multimodal dataset handling across BIM/CAD models, point cloud data, and time-series sensor feeds.

Why Leveret Systems. Construction plus software: our team holds degrees in Construction Management, BIM, and AI — we don't just write code, we understand what project teams actually need. Production-grade delivery: not prototypes or proof-of-concepts, but production systems with logging, monitoring, error handling, and documentation. Platform agnostic across Autodesk APS, ProjectWise, Asite, Aconex, and Trimble Connect — we integrate whatever CDE stack you are running. ISO 19650 and ISO 27001 standards are baked into our delivery approach, not bolted on after the fact. Our two-person Architect plus Developer delivery model means we sustain delivery over months, not just advise for a week and leave.

Recent Delivery. In a recent 7-week engagement, our team delivered an enterprise quoting platform with 78+ API endpoints (Flask backend, React frontend, PostgreSQL on Cloud SQL), migrated 118,000+ rows across 23 tables from BigQuery to Cloud SQL Postgres with zero downtime, rebuilt a WordPress website as a custom React application with GA4 and GDPR Consent Mode v2, built a manufacturing team planner with Harvest time-tracking and Google Drive integration, and integrated an AI-powered email classification agent with the quoting system. Deployed to GCP Cloud Run with Docker and GitHub Actions CI/CD. Two people, seven weeks.

Leveret Systems Ltd

Leveret Systems is a UK-based integration consultancy that builds the middleware layer between BIM/CDE platforms and enterprise systems. We design and ship production-grade APIs, webhook orchestration, event-driven pipelines, and analytics dashboards that turn fragmented construction data into actionable intelligence.

Project Background
The engagement focused on bringing a large UK healthcare federated BIM model into a costed, programme-linked and auditable state — the bottleneck most digital engineering teams hit between authoring a Revit or IFC model and feeding it into cost planning, procurement and risk reporting.
The Challenge
The project's federated model carried 23,466 elements across a 4,500-file project folder: native Revit content from multiple disciplines, NHS Activity DataBase (ADB) codes on every fitting, an external procurement schedule with confirmed sub-contract values, a contract programme exported in a revision-tracking format, and 42 specification PDFs scattered across handover folders. The work normally done by a quantity surveyor — manually mapping element schedules to NRM2 categories, reconciling against the Bill of Quantities, and refreshing the result for every variation — was the bottleneck in cost planning and programme risk analysis. 5D BIM investment over the last decade has moved this bottleneck without shrinking it.
The Approach
Leveret Systems built an agentic processing layer that quantifies a federated BIM model end-to-end while preserving auditability. The architecture is hybrid by design: deterministic rules narrow the work before any AI reasoning is applied, schemas reject malformed answers at the boundary, citations are enforced as code, and a project-by-project knowledge layer accumulates so subsequent runs converge faster. Items the agent cannot confidently resolve route to a tightly-scoped human review queue rather than being silently committed — in a domain where a QS has to defend every line, that abstention behaviour is the safety feature.
The pipeline integrates with existing tools rather than replacing them: Revit and IFC inputs through Autodesk Platform Services, Primavera P6 or revision-tracking spreadsheet programmes, procurement schedules in NEC, JCT or bespoke layouts, and specification PDFs indexed for retrieval-augmented review.
The Result
The validation pipeline processed all 23,466 model elements from the 4,500-file project folder in under four minutes. Deterministic rules classified nearly half of the elements before any LLM reasoning fired. The agentic layer committed on a further large slice with median confidence above 0.9. The remainder routed to a tightly-scoped review queue with citation context. Every committed classification carries an auditable trace back to its source — the property field on the model, the specification page, the procurement schedule row, or the prior decision on a similar element earlier in the project. Within a single project, the accumulated knowledge layer already resolves roughly a third of elements on rerun without firing the agentic stack at all.
The Wider Value
Once a federated BIM model is quantified and linked to procurement, programme and specification context, the federated model itself becomes a live system: each element gains an extensible state vector (planned, specified, design approval, procured, material on site, installed, signed off) with each transition written back to the model with a citation. This is the layer Leveret is building next — quantification delivered today, live federated state in active development, integrations tuned per engagement.
Engagement Options
Leveret Systems delivers this in two modes. Per-project engagements (one to three weeks) suit teams who need a single model quantified, reconciled and structured for risk and cost analysis on a specific job. Strategic embedded engagements (four to six months) suit organisations who want the pipeline tuned to their tools and embedded in their delivery process — the code, the architecture and a clone of the cross-project knowledge layer transfer with the engagement.
For contractors with procurement schedules that drift, architects with project folders that have grown organically across teams, developers who want real programme risk visibility, and PMOs who have stopped trusting their own status reports — that is the conversation Leveret Systems wants to have.
Contact: leveretsystems.co.uk · ejoubert@leveretsystems.co.uk

Agentic Quantification of a Federated Healthcare BIM

Leveret Systems is a UK-based agentic AI engineering consultancy that builds the live layer between federated BIM models and the contract documents that surround them &mdash; programme, procurement, cost plans, specifications and standards. The service quantifies a federated Revit or IFC model end-to-end, classifies every element against project context, and produces a continuously refreshable view that downstream cost planning, programme risk analysis and compliance audit can read as a function rather than a static export.
The architecture is hybrid by design. Deterministic rules narrow the work before any AI reasoning is applied &mdash; the cheap, fast, predictable layer carries the bulk of the classification, and reasoning models handle only the ambiguous tail. Schemas reject malformed answers at the boundary, citations are enforced as code, and items the agent cannot confidently resolve route to a tightly-scoped human review queue rather than being silently committed. In a domain where every line of a Bill of Quantities must be defensible, that abstention behaviour is the safety feature.
Each engagement contributes to a project-by-project knowledge layer that accumulates across the lifecycle. Subsequent runs converge faster as the layer learns the project's specific Activity DataBase codes, NRM2 mappings, supplier patterns and specification conventions. Within a single project we already observe roughly a third of elements resolving from the knowledge layer alone on rerun, without firing the agentic stack at all. The same effect is designed to compound across engagements.
The service integrates with existing tools rather than replacing them. Revit and IFC models are ingested through Autodesk Platform Services. Contract programmes parse from Primavera P6 exports or revision-tracking spreadsheets. Procurement schedules in NEC, JCT or bespoke layouts reconcile against the model. Specification PDFs are indexed for retrieval-augmented review. The Monte Carlo input layer &mdash; activity duration distributions, supplier lead-time distributions, element-to-activity links &mdash; is structured as live data, so a critical-path kernel reads it as a function and produces P50, P80 and P95 completion windows with a tornado attributing slip to specific suppliers.
Leveret Systems delivers in two engagement modes. Per-project engagements (one to three weeks) suit teams who need a single model quantified, reconciled and structured for risk and cost analysis on a specific job. Strategic embedded engagements (four to six months) suit organisations who want the service tuned to their tools and embedded in their permanent delivery capability. The code, the architecture and a clone of the cross-project knowledge layer transfer with the strategic engagement. We are not a platform vendor; we do not replace your QS, planner or BIM manager. We give them back the week of every month they currently spend reconciling documents that ought to have been reconciled already.

Leveret Systems Agentic BIM Service

Quantum Reality Capture (QRC) partnered with the City of Greenville and DP3 Architects to provide comprehensive LiDAR scanning and Scan-to-BIM services for the multi-story commercial and retail property located at 206 S Main Street in downtown Greenville, South Carolina. The project involved documenting approximately 90,000–100,000 square feet of existing building conditions to support future redevelopment planning, renovation workflows, and architectural coordination efforts.

Using advanced mobile LiDAR scanning technology, QRC captured highly accurate interior and exterior spatial data throughout the downtown commercial facility while minimizing disruption to surrounding businesses and active operations. The collected data was processed into survey-grade point clouds and translated into an LOD 200 Revit model, giving architects, engineers, and project stakeholders access to reliable digital documentation for design development and project planning.

In addition to the BIM model, QRC delivered coordinated site plans, floor plans, reflected ceiling plans (RCPs), exterior elevations, and roof plans to support comprehensive redevelopment and facility planning initiatives. The project was completed within an accelerated 15–20 day timeframe through QRC’s structured reality capture workflow, mobile LiDAR technology, and rigorous quality assurance procedures.

This Greenville Scan-to-BIM and LiDAR documentation project demonstrates QRC’s expertise in existing conditions documentation, commercial building reality capture, digital twin workflows, and BIM modeling services for commercial real estate and redevelopment projects. By leveraging advanced LiDAR scanning technology and scalable BIM workflows, QRC helped reduce design risk, improve coordination between project teams, minimize field verification requirements, and provide the City of Greenville and DP3 Architects with accurate digital assets to support informed decision-making throughout the redevelopment process.

The project highlights the growing role of reality capture technology, LiDAR scanning, and spatial intelligence in commercial real estate, adaptive reuse, and downtown redevelopment initiatives across the architecture, engineering, and construction (AEC) industry.

206 S Main Street – Greenville, SC

The XGRIDS Lixel L2 Pro is an advanced handheld LiDAR scanning system designed to deliver fast, accurate, and intelligent 3D reality capture for architecture, engineering, construction (AEC), surveying, facility management, and digital twin workflows. Combining high-performance LiDAR sensors, visual cameras, and an integrated IMU (Inertial Measurement Unit), the Lixel L2 Pro captures dense, survey-grade point clouds in real time while maintaining exceptional mobility and ease of use in the field.
Powered by AI-driven processing and edge computing technology, the Lixel L2 Pro enables professionals to scan, process, and visualize data directly on-site with minimal downtime. Its local processing capabilities dramatically reduce post-processing time, allowing users to generate clean, accurate 3D datasets faster than traditional terrestrial laser scanning workflows. This streamlined approach improves project efficiency, accelerates decision-making, and reduces costly return site visits.
The Lixel L2 Pro is engineered for both indoor and outdoor environments, making it ideal for building documentation, Scan-to-BIM projects, construction verification, as-built modeling, infrastructure mapping, heritage preservation, and industrial facility capture. The device&rsquo;s SLAM-based (Simultaneous Localization and Mapping) technology allows operators to move freely through complex spaces while continuously capturing highly detailed spatial data with precision and stability.
With its lightweight ergonomic design and rapid deployment capabilities, the XGRIDS Lixel L2 Pro offers a practical solution for professionals seeking high-speed mobile LiDAR scanning without sacrificing accuracy. The system seamlessly integrates with BIM, CAD, GIS, and digital twin platforms, enabling efficient workflows from field capture to final deliverables.
By combining LiDAR, imaging, and intelligent AI processing into a single mobile platform, the XGRIDS Lixel L2 Pro is redefining modern reality capture technology. Whether supporting renovation projects, construction coordination, facility management, or 3D mapping applications, the Lixel L2 Pro provides reliable, scalable, and high-quality spatial data acquisition for today&rsquo;s demanding industries.&nbsp;&nbsp;

Create, Edit, and Experience Photorealistic 3D Content

Lixel L2 Pro

Powered by Multi-SLAM and 3D Gaussian Splatting, CyberColor streamlines the entire workflow from capture to final output.

The City of Riviera Beach, Florida faced a challenge common to growing municipalities: planning staff were spending the majority of their day answering routine zoning inquiries instead of focusing on high-value work like large-scale site plan reviews and strategic urban planning.

Senior Planner Juan Suarez was fielding 10+ walk-in and phone inquiries every week — each requiring manual cross-referencing of GIS maps, PDF zoning codes, and Future Land Use maps. Questions like "What is my property zoned for?" or "Can I open a gym at this address?" sound simple but consumed up to 75% of staff time daily.

Conflation Labs deployed a customized AI Site Plan and Zoning Agent that connected the city's authoritative data sources — including ArcGIS parcel layers, Chapter 31 Zoning Codes, and the Comprehensive Plan — into a single conversational interface.

The AI agent enables planning staff to ask complex zoning questions in plain English and receive instant, map-based answers. It also performs automated site plan review, flagging code violations such as parking dimension errors and landscape buffer issues by reading submitted plans directly against municipal regulations.

The result: a 75% reduction in routine inquiry time and 20 hours per week returned to planning staff — time now spent on strategic, high-value work that moves the city forward.

Automating Municipal Planning in the City of Riviera Beach

Architects and landscape architects lose days to a process that should take minutes: checking whether a site plan actually complies with local zoning codes, setback requirements, overlay restrictions, and municipal development standards.
The current workflow is broken.
Your team submits a plan. The planning department reviews it &mdash; days or weeks later &mdash; and sends back redlines for issues that could have been caught on day one. Setbacks are off. A use isn't permitted in that zone. An overlay district adds restrictions nobody flagged. The design goes back. The timeline slips. The client asks questions.
Conflation Labs is the AI site plan review agent that catches those issues before submittal.
&nbsp;
HOW IT WORKS:
Upload your site plan or enter the project address. Conflation Labs cross-references your drawings against the jurisdiction's actual zoning code, parcel data, GIS layers, and development standards &mdash; not a generic database. The AI identifies compliance gaps, flags setback violations, checks permitted uses, and surfaces overlay restrictions that apply to your specific site.
You get a clear, actionable compliance report &mdash; with visual map output &mdash; before the plan ever reaches a planning counter.
&nbsp;
WHAT IT REVIEWS:
 &rarr; Setback compliance (front, rear, side &mdash; including corner lot variations) &rarr; Zoning designation and permitted use confirmation &rarr; Overlay district restrictions (historic, flood, design review zones) &rarr; FAR, lot coverage, and building envelope standards &rarr; Parking minimums and access requirements &rarr; Conditional use permit triggers
&nbsp;
KEY OUTCOMES FOR AEC FIRMS:
 &rarr; Catch plan rejections before they happen &mdash; not after &rarr; Reduce costly redesigns triggered by late-stage compliance surprises &rarr; Cut site plan QC time from days to under an hour &rarr; Give project managers and QC leads instant compliance confidence &rarr; Respond faster to client feasibility questions with authoritative answers
&nbsp;
BUILT FOR:
 - Architecture and landscape architecture firms in pre-design and design development - QC leads and project managers reviewing drawings before submittal - Firm principals who want faster, more defensible compliance decisions - Cities and planning departments streamlining their own plan review intake
&nbsp;
Conflation Labs is accepted into Founder University (top 10% of applicants) and actively running a design partner program with AEC firms and municipalities.
Starting at $350/month. Design partner spots open for firms ready to co-build the solution around their specific review workflow.

Conflation Labs

Architectural Practice Optimization Through Digital Transformation and AI-Enabled Knowledge Management

This case study documents the digital transformation of an architectural practice through the adoption of an AI-enabled knowledge management system designed to optimize design workflows, construction documentation, and institutional knowledge reuse. The project addresses a widespread challenge in the architecture, engineering, and construction industry: the inefficiency caused by fragmented project data, legacy BIM files, and limited visibility into historical construction details.

Traditionally, architectural firms store design intelligence across disconnected Revit models, drawing sets, and file servers, making it difficult to locate, validate, and reuse technical information. This project demonstrates how practice optimization can be achieved by centralizing architectural data into a searchable, AI-powered system that indexes construction details, drawings, and documentation assets across multiple project types and software versions. By ARKI's AI to architectural knowledge management, the firm reduced dependence on manual file navigation and individual staff memory, improving documentation consistency and operational reliability.

From a digital transformation standpoint, the initiative reflects a shift from static file storage toward intelligent data systems that support scalable, repeatable workflows. AI-driven search, automated asset organization, and standardized detail reuse improved construction detailing efficiency, reduced rework, and enhanced quality control across projects. The approach also supported faster onboarding and improved collaboration by enabling team-wide access to approved technical content.

Overall, this case study highlights how AI-enabled knowledge management serves as a foundational layer for architectural practice optimization, enabling firms to improve productivity, reduce documentation risk, and extract long-term value from existing BIM and project data without increasing overhead or staffing levels.

Introducing 906 Studio Architects + Interiors

906 Studio Supercharged Project Delivery with ARKI

<h2>What Is Revit?</h2>
Autodesk Revit is a <a href="../../../tools/category/building-information-modeling-bim">Building Information Modeling (BIM)</a> software platform that enables architects, structural engineers, MEP professionals, contractors, and construction teams to design, coordinate, document, and manage building projects within a single intelligent model. Instead of creating independent drawings, Revit uses a data-rich, parametric building model where plans, elevations, sections, schedules, quantities, and 3D views all reference the same project information.
Unlike traditional CAD software that primarily focuses on geometry, <a href="https://www.autodesk.com/products/revit/overview">Revit</a> connects every building element with project data. Walls, doors, windows, floors, roofs, structural components, and building systems behave as intelligent objects that understand their relationships with other elements. When a designer updates the model, related views and documentation can update accordingly, helping reduce inconsistencies between drawings and improving project coordination.
Revit has become one of the industry&rsquo;s leading BIM software solutions because it supports the entire building lifecycle, from conceptual design and design development to construction documentation, multidisciplinary coordination, visualization, and facility planning. It is widely adopted across architecture, engineering, and construction firms for projects ranging from residential homes to large commercial developments, hospitals, airports, educational facilities, and complex infrastructure.
As part of Autodesk&rsquo;s AEC ecosystem, Revit also integrates with products such as Autodesk Construction Cloud, <a href="../../../tools/navisworks">Navisworks</a>, Civil 3D, Forma, and other BIM workflows, making it a central platform for collaborative project delivery.
<hr>
<h2>What Is Revit Used For?</h2>
Revit is primarily used to create coordinated BIM models that combine geometry, documentation, and project information within a single environment. Rather than managing dozens of disconnected CAD drawings, teams develop one coordinated building model that serves as the foundation for design, documentation, analysis, and collaboration.
Architects use Revit to design floor plans, elevations, sections, roof systems, fa&ccedil;ades, interiors, and construction documentation while maintaining consistency throughout the project. Structural engineers model foundations, framing systems, steel structures, and reinforced concrete elements, allowing structural information to remain coordinated with architectural design. MEP engineers design HVAC, plumbing, electrical, and fire protection systems within the same BIM workflow, helping identify coordination issues before construction begins.
Construction professionals use Revit models for project visualization, quantity takeoffs, construction planning, coordination meetings, and communication between stakeholders. Contractors often combine Revit models with clash detection, scheduling, estimating, and model review tools to improve constructability and reduce costly field conflicts.
Beyond design and documentation, Revit supports multidisciplinary collaboration through shared models, worksharing, cloud-based coordination, and interoperability with other AEC software. This makes it one of the most widely used BIM platforms for integrated project delivery.
<hr>
<h2>Key Features</h2>
Revit offers a comprehensive set of BIM capabilities that support modern building design, documentation, and collaboration throughout the project lifecycle.
<h3>Parametric Building Modeling</h3>
Instead of drawing individual lines, users create intelligent building elements such as walls, floors, roofs, windows, doors, stairs, columns, structural members, and MEP components. Every element contains information about its geometry, materials, dimensions, and relationships within the building model.
<h3>Coordinated Documentation</h3>
Plans, elevations, sections, schedules, detail views, and sheets are generated from the same coordinated model. When project changes occur, documentation remains synchronized, reducing repetitive drafting work and minimizing coordination errors.
<h3>Multidisciplinary Collaboration</h3>
Architects, structural engineers, MEP designers, BIM managers, and contractors can collaborate within coordinated project environments using linked models, worksharing, cloud collaboration, and BIM coordination workflows.
<h3>Parametric Families</h3>
Revit Families allow organizations to create reusable intelligent components for doors, windows, furniture, equipment, lighting fixtures, structural elements, mechanical systems, and custom architectural details, helping maintain design consistency across projects.
<h3>Construction Documentation</h3>
Revit streamlines the creation of professional construction documents, including floor plans, elevations, sections, schedules, legends, annotations, material quantities, and sheet layouts from a single project model.
<h3>Visualization</h3>
Built-in visualization tools enable users to generate realistic 3D perspectives, walkthroughs, exploded views, presentation graphics, and conceptual visualizations for client communication and design review.
<h3>Worksharing</h3>
Multiple team members can work simultaneously on the same project using central models and cloud collaboration, making Revit suitable for large multidisciplinary projects involving distributed teams.
<h3>Interoperability</h3>
Revit supports interoperability with DWG, IFC, Rhino, SketchUp, Navisworks, Autodesk Construction Cloud, Civil 3D, and many third-party BIM applications, allowing organizations to integrate Revit into broader AEC workflows.
<hr>
<h2>Pricing &amp; Free Trial</h2>
Revit is available through Autodesk&rsquo;s subscription model, with <a href="https://www.autodesk.com/products/revit/buy">pricing</a> options that typically include monthly, annual, and multi-year subscriptions. Autodesk also offers Flex licensing for organizations that need occasional access to Revit.
A <a href="https://www.autodesk.com/products/revit/free-trial">free trial</a> is available directly from Autodesk, allowing users to evaluate the software before purchasing a subscription. Students and educators who meet Autodesk&rsquo;s eligibility requirements can also access Revit through Autodesk Education for academic use.
Because Autodesk periodically updates regional pricing and subscription plans, users should always verify current pricing through Autodesk&rsquo;s official website before making purchasing decisions.
<hr>
<h2>Pros &amp; Cons</h2>
<h3>Pros</h3>
<ul>
<li>Industry-leading BIM platform used by architecture, engineering, and construction professionals worldwide.</li>
<li>Intelligent parametric modeling significantly improves coordination between drawings and project data.</li>
<li>Excellent multidisciplinary collaboration across architecture, structural, and MEP teams.</li>
<li>Automatically coordinated documentation helps reduce repetitive drafting and documentation errors.</li>
<li>Extensive ecosystem with strong integration across Autodesk products.</li>
<li>Powerful worksharing capabilities for distributed project teams.</li>
<li>Large community, learning resources, and third-party plugin ecosystem.</li>
<li>Widely accepted by clients, consultants, and contractors on BIM projects.</li>
</ul>
<h3>Cons</h3>
<ul>
<li>Steeper learning curve than traditional CAD software.</li>
<li>Requires significant hardware resources for large BIM models.</li>
<li>Performance can decrease on very large or poorly managed projects.</li>
<li>Primarily optimized for Windows environments.</li>
<li>Subscription costs may be high for freelancers or very small firms.</li>
<li>Effective implementation requires BIM standards, templates, and organizational workflows rather than software knowledge alone.</li>
</ul>
<hr>
<h2>Best Alternatives</h2>
Although Revit remains one of the industry&rsquo;s most widely adopted BIM platforms, it is not the ideal solution for every organization. Depending on project type, budget, workflow, and collaboration requirements, several alternatives may be worth considering.
Graphisoft Archicad is often preferred by architecture firms seeking an architect-centric BIM workflow with strong design capabilities and openBIM support.
Vectorworks Architect combines BIM functionality with flexible drafting and design tools, making it popular among architects and landscape professionals.
Allplan focuses on architecture, engineering, and infrastructure projects with advanced detailing and construction documentation capabilities.
BricsCAD BIM offers a BIM workflow that combines familiar CAD functionality with intelligent building modeling, making it attractive for teams transitioning from traditional CAD environments.
Bentley OpenBuildings Designer is designed for large infrastructure and complex building projects requiring advanced engineering coordination.
Organizations that still rely heavily on 2D drafting may also compare Revit with <a href="https://www.aecplustech.com/tools/autocad">AutoCAD</a>, while firms evaluating BIM platforms frequently consider Archicad and Vectorworks during software selection.
<hr>
<h2>Who Should Use Revit?</h2>
Revit is best suited for professionals and organizations that require coordinated BIM workflows rather than isolated CAD drawings.
It is an excellent choice for:
<ul>
<li>Architecture firms developing BIM-based building projects.</li>
<li>Structural engineering consultants.</li>
<li>MEP engineering teams.</li>
<li>BIM managers and digital delivery specialists.</li>
<li>General contractors and construction managers coordinating multidisciplinary models.</li>
<li>Design-build organizations.</li>
<li>Owners and facility teams requiring data-rich building information.</li>
<li>Universities and educational institutions teaching Building Information Modeling.</li>
</ul>
Smaller firms working primarily on simple 2D drafting projects may find traditional CAD software sufficient for their needs. However, organizations planning to expand their BIM capabilities, improve interdisciplinary coordination, or deliver increasingly complex building projects will generally benefit from Revit&rsquo;s model-based workflow.
As BIM adoption continues to grow across the AEC industry, Revit remains one of the most comprehensive software platforms for creating coordinated building models, improving collaboration, and delivering higher-quality project documentation from concept through construction.

Explore Autodesk Revit pricing, key features, free trial options, use cases, pros and cons, and the best Revit alternatives for architects and AEC teams.

Revit Pricing, Features, Free Trial & Alternatives

Revit

<h3 data-start="223" data-end="262">🔍 1. AI-Driven Semantic Search</h3>
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<li data-start="263" data-end="392">
ARKI transforms your firm&rsquo;s past design data (Revit, AutoCAD, PDFs, drawings, etc.) into a centralized, searchable archive.
</li>
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Its semantic search understands context and meaning, so users can instantly locate relevant details without manual tagging.
</li>
</ul>
<h3 data-start="562" data-end="600">📁 2. Central System of Record</h3>
<ul data-start="601" data-end="854">
<li data-start="601" data-end="721">
Acts as a &ldquo;second brain&rdquo; for your firm, consolidating internal project information into a reusable knowledge base.
</li>
<li data-start="722" data-end="854">
Helps firms retain institutional knowledge and avoid reinventing solutions on every project.
</li>
</ul>
<h3 data-start="856" data-end="903">⚙️ 3. AI-Powered Versioning &amp; Snapshots</h3>
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<li data-start="904" data-end="1010">
Tracks changes and version history of design elements, automatically deduplicating redundant assets.
</li>
<li data-start="1011" data-end="1162">
Provides visibility into how details evolved and keeps teams working with the latest and most accurate visuals.
</li>
</ul>
<h3 data-start="1164" data-end="1217">🧩 4. Automatic Organization &amp; Categorization</h3>
<ul data-start="1218" data-end="1473">
<li data-start="1218" data-end="1328">
Uses AI to automatically categorize drawings and details, so assets are organized without manual effort.
</li>
<li data-start="1329" data-end="1473">
Allows creation of custom collections by project, category, or client for streamlined collaboration.
</li>
</ul>
<h3 data-start="1475" data-end="1516">👥 5. Collaboration &amp; Team Access</h3>
<ul data-start="1517" data-end="1715">
<li data-start="1517" data-end="1607">
Share organized project collections with team members firm-wide or project-specifically.
</li>
<li data-start="1608" data-end="1715">
Ensures the right people have the right data at the right time.
</li>
</ul>
<h3 data-start="1717" data-end="1749">📊 6. Productivity Gains</h3>
<ul data-start="1750" data-end="1953">
<li data-start="1750" data-end="1953">
Designed to speed up project delivery - companies report up to 50% faster design workflows by reducing time spent searching, reworking, and recreating details.
</li>
</ul>
<hr data-start="2432" data-end="2435">
<h3 data-start="2437" data-end="2472">★ Why This Matters for AE Firms</h3>
<ul data-start="2473" data-end="2902">
<li data-start="2473" data-end="2597">
Reduces redundant work: By turning siloed project files into a searchable database, firms save time and reduce errors.
</li>
<li data-start="2598" data-end="2708">
Improves consistency: Version control and automatic organization help standardize details and workflows.
</li>
<li data-start="2709" data-end="2791">
Boosts collaboration: Teams can share and access curated collections easily.
</li>
<li data-start="2792" data-end="2902">
Enhances decision-making: Better use of prior work and data leads to smarter design and fewer surprises.
</li>
</ul>

AI Visual Search | ARKI’s AI reads your drawings visually even when not labelled and organizes your files, enabling effortless search, retrieval, and reuse

File Live Views | Repurpose and adapt previously used 2D and 3D design assets, reducing redundant work and accelerating project timelines

Compare between Revit Versions | Comparison tools help identify design variations and similarities across projects, improving accuracy and version control

AI Asset Versioning | ARKI Versioning and Snapshot capabilities streamline your design assets, automatically de-duplicating identical details across your firm.

ARKI

Sync Your Data | Automatically synchronize project data across your team and tools, ensuring real-time updates and consistency in every stage of design

This case study showcases how MeltCode, MeltPlan’s Code Research AI, is helping architectural firms dramatically reduce the time, cost, and uncertainty associated with building code compliance. Building code research is one of the most time-consuming and high-risk parts of design, often requiring architects to spend 50–300 hours per project flipping through codebooks, navigating keyword searches, and chasing endless cross-references just to ensure they interpret requirements correctly. 

The case study highlights measurable organizational impact reported by firms after adopting MeltCode, including 30% less spend on code consultants, 45% faster code research, and 25% fewer inquiries from junior architects, meaning fewer escalations to principals and senior staff. 

A key takeaway is that MeltCode is built differently from generic AI tools like ChatGPT, which often hallucinate or cite incorrect sources—forcing architects to double-check everything and sometimes restart research from scratch. MeltCode solves this by using an AI system that only reads building codes (not the internet) and comprehensively interprets code content, including tables and images. It delivers answers in 1–4 minutes, supported by confidence scores and detailed reasoning where each step is backed by direct code citations. 

To validate performance, MeltCode was continuously tested using building inspector exams, where it achieved 95%+ scores across multiple inspector exam types, reinforcing its accuracy and construction-aware reasoning. 

Melt Code AI for reliable building code research

Melt Code is the first building code research AI built for accuracy, transparency, and real compliance decision-making. Unlike generic AI tools that behave like black boxes, Melt Code doesn&rsquo;t just provide an answer &mdash; it shows the full research process so architects and engineers can verify every step and confidently defend their decisions.
Users can ask code questions in plain English and receive reliable, project-specific requirements with:
<ul data-start="804" data-end="1586">
<li data-start="804" data-end="857">
Step-by-step reasoning with clear assumptions
</li>
<li data-start="858" data-end="927">
Direct citations to exact code sections for full traceability
</li>
<li data-start="928" data-end="1139">
Compliance Paths, mapping multiple valid routes to compliance (based on occupancy, construction type, sprinkler conditions, height/area limits, ratings, etc.) so teams can choose the best design approach
</li>
<li data-start="1140" data-end="1242">
Exception and cross-reference handling, including circular references across multiple chapters
</li>
<li data-start="1243" data-end="1343">
Table and diagram understanding, ensuring accurate interpretation of code tables and figures
</li>
<li data-start="1344" data-end="1450">
Built-in calculations, such as occupant loads, egress sizing, travel distances, and fixture counts
</li>
<li data-start="1451" data-end="1586">
Personalized compliance illustrations, automatically generated to visually explain requirements for a specific project scenario
</li>
</ul>
Beyond research, Melt Code includes workflow tools that turn compliance into an organizational asset:
<ul data-start="1692" data-end="1990">
<li data-start="1692" data-end="1858">
Projects, where teams store project context (location, occupancy, construction type, sprinkler status, etc.) so every question becomes instantly project-aware
</li>
<li data-start="1859" data-end="1990">
Checklists, allowing firms to build, store, share, and export reusable compliance checklists across teams and project types
</li>
</ul>
The result is dramatically faster research, fewer senior escalations, reduced consultant dependence &mdash; and most importantly, confidence and peace of mind in every code decision.

Result for “Commercial/Corporate”

Companies "89 results"