ArchOne AI

Technology leaders from Flad Architects, NBBJ, and Stantec on how architecture firms move AI past experiments into governed, repeatable practice that augments professional teams.

How Leading Architecture Firms Are Moving AI From Pilots to Everyday Practice

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<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;"><img src="https://aecplustech-files.s3.amazonaws.com/blog/61d0ceef-f5e6-476c-99ba-639f5cd60ebc.png" alt="" width="1080"></span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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;</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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;</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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. <strong>What used to count as exceptional is now the baseline clients expect.</strong></span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">Rendering has improved fast. One part of the workflow has barely moved.</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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.</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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.</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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.</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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 <span style="font-size: 18px;"><strong><a href="https://www.d5render.com/webinars/whats-new-in-d5-3-1" target="_blank" rel="noopener">prove it live on July 21</a></strong></span></span></p>
<h2 dir="ltr"><strong><span style="font-family: helvetica, arial, sans-serif; font-size: 18px;">Answer "Can We See It Another Way?" On the Spot&nbsp;</span></strong></h2>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">This is the thinking behind <a href="https://bit.ly/d5-3-1" target="_blank" rel="noopener"><strong>D5 3.1.</strong></a></span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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;</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">The release starts from a practical question: how does visualization stay useful once the meeting starts?</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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.</span></p>
<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><em><span style="font-size: 15px;">Interactive Presentation enables real-time scene switching with slides and 3D triggers.</span></em></figcaption>
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<p dir="ltr">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.</p>
<p dir="ltr">The presentation becomes a working space for the design, one the team can steer as the discussion moves.</p>
<h2 dir="ltr"><strong><span style="font-size: 18px;">Let Clients Walk the Space Before It Exists&nbsp;</span></strong></h2>
<p dir="ltr">Interactive Presentation sits inside a wider set of tools aimed at making review more interactive and easier to adapt to the room.</p>
<p dir="ltr">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.</p>
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<p dir="ltr">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.</p>
<p dir="ltr">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.</p>
<h2 dir="ltr"><strong><span style="font-size: 18px;">Start Seeing the Design the Moment You Model It&nbsp;</span></strong></h2>
<p dir="ltr">The quality of any review depends on everything that happens before it.</p>
<p dir="ltr">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.</p>
<p dir="ltr">In practice, the visual thinking usually happens long before anyone opens presentation software, and tools have been slow to meet designers there.&nbsp;</p>
<p dir="ltr">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.</p>
<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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<p dir="ltr"><em>Start in D5 Lite, finish in D5 Render, without switching tools</em></p>
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<p dir="ltr">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.</p>
<h2 dir="ltr"><span style="font-size: 18px;"><strong>Photoreal That Holds Up When Clients Look Closely&nbsp;</strong></span></h2>
<p dir="ltr">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.</p>
<p dir="ltr">D5 Render 3.1 adds a set of production-focused improvements that strengthen realism while keeping real-time response.&nbsp;</p>
<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"><em><span style="font-size: 15px;">ACEScg Color Space preserves richer HDR color detail and supports professional ACES workflows</span></em></figcaption>
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<p dir="ltr">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.</p>
<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"><em>Seasonal Vegetation lets foliage and branch structure change by date, previewing all seasons in one scene</em></figcaption>
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<p dir="ltr">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.</p>
<p dir="ltr">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.</p>
<h2 dir="ltr"><span style="font-size: 18px;"><strong>From Better Images to Better Decisions&nbsp;</strong></span></h2>
<p dir="ltr">Architectural visualization has spent years chasing realism. That work continues, though realism on its own no longer defines the field.</p>
<p dir="ltr">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.</p>
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<p dir="ltr"><strong><em>"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;</em></strong></p>
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<p dir="ltr">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.</p>
<p dir="ltr">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.</p>
<p dir="ltr">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.</p>
<h2 dir="ltr"><span style="font-size: 18px;"><strong>See it live&nbsp;</strong></span></h2>
<p dir="ltr">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.</p>
<p dir="ltr">You can register using&nbsp;<a href="https://www.d5render.com/webinars/whats-new-in-d5-3-1" target="_blank" rel="noopener"><strong>this webinar page</strong></a>, and anyone who registers but cannot attend will receive access to the recording.</p>
<p dir="ltr">To learn more about D5 Render, visit their <a href="../../../tools/d5-render" target="_blank" rel="noopener"><strong>page on aec+tech</strong>&nbsp;</a>or explore the latest features on the official <strong><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></strong>.</p>
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<p dir="ltr"><img src="https://aecplustech-files.s3.amazonaws.com/blog/b02023eb-2713-4ea3-a35f-e0c2bb302c00.png" alt="" width="160" height="160"></p>
<p dir="ltr">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.</p>
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D5 Render

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><span style="font-family: helvetica, arial, sans-serif; font-size: 16px;"><img src="https://aecplustech-files.s3.amazonaws.com/blog/5741b41d-2b98-40f9-9a96-00550e6d0a57.png" alt="InspectMind AI" width="1080"></span></div>
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<div><span style="font-family: helvetica, arial, sans-serif; font-size: 16px;">Most conversations about AI in construction start with speed.&nbsp;</span></div>
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<div><span style="font-family: helvetica, arial, sans-serif; font-size: 16px;">&ldquo;How many hours did we save?&rdquo;</span></div>
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<div><span style="font-family: helvetica, arial, sans-serif; font-size: 16px;">&ldquo;How many pages could we review in minutes?"&nbsp;</span></div>
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<div><span style="font-family: helvetica, arial, sans-serif; font-size: 16px;">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.<strong id="docs-internal-guid-dcacfc00-7fff-ed9c-247a-6474ead9a5a0"></strong></span></div>
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<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif; font-size: 16px;"><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;</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif; font-size: 16px;">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.</span></p>
<h2 dir="ltr"><strong><span style="font-size: 18px; font-family: helvetica, arial, sans-serif;">Reading a Pictorial Language</span></strong></h2>
<p dir="ltr">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.</p>
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<p dir="ltr"><em>"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."</em></p>
<p dir="ltr"><em>&mdash; Colton Johnson, Principal Engineer, Flint Engineering Company</em></p>
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<p dir="ltr">Solorio described the second half of the problem: volume.&nbsp;</p>
<p dir="ltr">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.</p>
<p dir="ltr">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.</p>
<p dir="ltr"><strong><span style="font-family: helvetica, arial, sans-serif; font-size: 18px;">A Third-Party Reviewer That Works Through Lunch</span></strong></p>
<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"><em><span style="font-size: 15px;">Fig 2) <strong id="docs-internal-guid-f0f0d1bf-7fff-9eae-31ff-f65259db8b5c"></strong>Errors missed in review surface on site, where fixes cost most.&nbsp;</span></em></figcaption>
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<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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.</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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 </span><span style="font-family: helvetica, arial, sans-serif;">selected/applicable codes and references. It surfaces a prioritized set of findings while the team continues other work.&nbsp;</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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;</span></p>
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<p dir="ltr"><em><span style="font-family: helvetica, arial, sans-serif;">"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."</span></em></p>
<p dir="ltr"><em><span style="font-family: helvetica, arial, sans-serif;">&mdash; Aakash Prasad, Co-founder and CEO, InspectMind AI&nbsp;</span></em></p>
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<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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.</span></p>
<h2 dir="ltr"><strong><span style="font-size: 18px; font-family: helvetica, arial, sans-serif;">From Months of Back-and-Forth to Days&nbsp;</span></strong></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><em><span style="font-size: 15px;">Fig 3) <strong id="docs-internal-guid-a13650af-7fff-54aa-3a87-16247998979a"></strong>InspectMind AI tags each finding by severity, discipline, and code.&nbsp;</span></em></figcaption>
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<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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.</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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;</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">A church project in California shows how that plays out. The design firm ran its full drawing set <strong>(architecture, civil, structural, and specs)</strong> 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.</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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.</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif; font-size: 18px;"><strong id="docs-internal-guid-27bb7de9-7fff-b993-eb42-f62df9819b79">Garbage In, Garbage Out Still Applies</strong></span></p>
<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"><em><span style="font-size: 15px;">Fig 4) AI only reflects the inputs it gets.</span></em></figcaption>
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<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">The strongest warning has always been against leaning on the tools too hard. The old 'garbage in, garbage out' rule still stands.</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">The software is powerful, but it sits on top of a firm's inputs, its standards, and the judgment of the people running it.</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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.</span></p>
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<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;"><em>"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."</em></span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;"><em>&mdash; Simon G. Solorio, President, Solorio Inc.</em></span></p>
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<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">Johnson framed the same idea as a sequence. He sees a working AI workflow as a three-tier system.&nbsp;</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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.</span></p>
<h2 dir="ltr"><strong><span style="font-family: helvetica, arial, sans-serif; font-size: 18px;">Own the Output</span></strong></h2>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">Accountability is the other side of this. When an engineer signs off on a design, they own it, whatever tools helped produce it.</span></p>
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<p dir="ltr"><em><span style="font-family: helvetica, arial, sans-serif;">"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."</span></em></p>
<p dir="ltr"><em><span style="font-family: helvetica, arial, sans-serif;">&mdash; Colton Johnson, Principal Engineer, Flint Engineering Company</span></em></p>
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<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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;</span></p>
<h2 dir="ltr"><strong><span style="font-family: helvetica, arial, sans-serif; font-size: 18px;">Built by the People Who Use It</span></strong></h2>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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.</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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.</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">That speed of iteration is the point underneath the whole conversation.</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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.</span></p>
<p dir="ltr">&nbsp;</p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">To learn more about InspectMind AI, visit InspectMind AI's <a href="../../../tools/inspectmind-ai" target="_blank" rel="noopener"><strong>page on aec+tech</strong> </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"><strong data-renderer-mark="true">website</strong></a>.</span></p>
<hr>
<p>&nbsp;</p>
<p dir="ltr"><span style="font-size: 18px;"><strong><span style="font-family: helvetica, arial, sans-serif;">Editor's Note</span></strong></span></p>
<p dir="ltr"><span style="font-size: 18px;"><strong><span style="font-family: helvetica, arial, sans-serif;"><img src="https://aecplustech-files.s3.amazonaws.com/blog/c3806924-0521-483d-b74d-a01f09ed330e.png" alt="Niknaz Aftahi" width="160" height="160"></span></strong></span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">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.</span></p>
<p dir="ltr"><span style="font-family: helvetica, arial, sans-serif;">&mdash; Niknaz Aftahi, Founder, AEC+Tech</span></p>
<p dir="ltr">&nbsp;</p>
<strong id="docs-internal-guid-f605f145-7fff-93d1-69b0-253c1e092ed5"></strong></div>

InspectMind AI

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

Ideate StyleManager

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

<p>Unanet Company Overview</p>
<p>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 &mdash; from business development and client relationships to project delivery, financial management, and long-term growth.</p>
<p>Built for the Way AEC Firms Work</p>
<p>AEC firms face a unique set of challenges. They need to balance project delivery, staffing, utilization, profitability, client relationships, and business development &mdash; 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.</p>
<p>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.</p>
<p>One Connected Platform for Better Visibility</p>
<p>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.</p>
<p>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.</p>
<p>ERP Designed for Project-Based Operations</p>
<p>A major part of Unanet&rsquo;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:</p>
<p>Prospects and project pipelines<br>Active projects and resource plans<br>Time and expense tracking<br>Accounting and financials<br>Reporting and analytics</p>
<p>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.</p>
<p>CRM That Supports Growth</p>
<p>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.</p>
<p>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.</p>
<p>Practical AI for Smarter Decisions</p>
<p>Unanet&rsquo;s position in the market is also shaped by its focus on AI and smart technology. The company&rsquo;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.</p>
<p>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.</p>
<p>Trusted by Thousands of Project-Driven Firms</p>
<p>Unanet&rsquo;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.</p>
<p>Supporting the Future of AEC</p>
<p>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.</p>
<p>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.</p>

Unanet

Meet Unanet Champ AI: The AI engine powering your project lifecycle  

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.

<p>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.</p>
<p>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.</p>
<p>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.</p>
<p>Solibri supports BIM quality assurance from design through long-term operations.</p>
<p>- In design and architecture, teams can validate models early to prevent inconsistencies before coordination begins. <br>- In BIM coordination, Solibri helps multidisciplinary teams detect clashes, verify standards, and align around trusted model data. <br>- During construction and handover, validated BIM information supports contractors in planning, delivery, documentation, and project handover. <br>- In operation and maintenance, accurate model data helps owners and facility managers maintain buildings and infrastructure more efficiently over time.</p>
<p>The Solibri platform is available through a structured product portfolio designed for different levels of BIM maturity, team size, and validation needs.</p>
<p>- Solibri Starter gives individual professionals and small teams reliable IFC model review, federation, visual inspection, and model-based communication. <br>- 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. <br>- 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. <br>- Solibri Premium supports portfolio-level governance, compliance assurance, scalable automation, point cloud checking, centralized validation frameworks, AI-powered assistance, and extended IDS management.</p>
<p>For secure and regulated environments, Solibri Security+ provides fully offline, air-gapped validation for government, defense, and sovereign infrastructure use cases.</p>
<p>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.</p>
<p>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.</p>

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.



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.

<p data-path-to-node="2">Archlior is a AI lighting platform created to help people design, visualize, and select the right lighting for any built environment. The platform connects creative interior design concepts with technical lighting requirements. It serves a wide audience, including architects, interior designers, lighting consultants, contractors, students, and homeowners. By bringing together visual tools, technical search options, real-world examples, and educational content, the platform simplifies a process that is traditionally complex and technical.</p>
<p data-path-to-node="3"><strong data-path-to-node="3" data-index-in-node="0">Instant AI Visualizations</strong> A central feature of the platform is its artificial intelligence studio, which allows users to see how light transforms a room without using complicated software. Traditional lighting design often requires expensive visual tools or complex 3D rendering programs that take hours or days to set up. With this platform, users simply upload a photo of a physical space. The software analyzes the image and generates realistic lighting setups in seconds. Users can instantly experiment with different fixture styles and light qualities, testing warm light, cozy golden tones, or cool daylight. This quick visualization process helps designers show ideas to clients, test different arrangements, and decide on the look and feel of a room before buying any physical lights.</p>
<p data-path-to-node="4"><strong data-path-to-node="4" data-index-in-node="0">Comprehensive Product Discovery</strong> The platform includes a large catalog of professional-grade lighting products collected from quality manufacturers around the world. Users can search through thousands of light fixtures based on specific technical requirements rather than just visual appearance. To help users find the exact light needed for a project, the search system includes practical filters such as:</p>
<ul data-path-to-node="5">
<li>
<p data-path-to-node="5,0,0"><strong data-path-to-node="5,0,0" data-index-in-node="0">Fixture Types:</strong> Recessed ceiling lights, linear lights, decorative pendants, wall-mounted fixtures, track systems, and outdoor architectural lights.</p>
</li>
<li>
<p data-path-to-node="5,1,0"><strong data-path-to-node="5,1,0" data-index-in-node="0">Technical Details:</strong> Color temperature, beam sharpness, light distribution, energy consumption, and weather resistance ratings for wet or outdoor locations.</p>
</li>
</ul>
<p data-path-to-node="6"><strong data-path-to-node="6" data-index-in-node="0">Real-World Project Gallery</strong> To offer real-world inspiration, the platform maintains a showcase of completed lighting projects from across the globe. This visual gallery includes case studies from various industries, such as luxury hotels, restaurants, retail shops, corporate offices, public art spaces, and residential homes. By viewing these completed spaces, designers can see how professional lighting principles work in practice. Users can observe how proper fixture placement highlights architectural textures, guides movement through a space, sets a specific mood, and ensures visual comfort for occupants.</p>
<p data-path-to-node="7"><strong data-path-to-node="7" data-index-in-node="0">Technical Calculators and Industry Standards</strong> Beyond inspiration, the platform provides practical online calculators designed to handle everyday lighting layout math. These tools help users estimate energy savings when switching to modern systems, calculate overall brightness levels needed for specific rooms, and map out balanced grid patterns for ceiling lights. Additionally, the platform provides references to international lighting guidelines and environmental design standards, helping users ensure their projects meet official safety and performance requirements.</p>
<p data-path-to-node="8"><strong data-path-to-node="8" data-index-in-node="0">Educational Guides and Resources</strong> To support continuous learning, the platform features accessible guides, downloadable books, and articles about lighting principles. These educational resources cover fundamental topics like combining ambient, task, and accent lighting, avoiding common layout mistakes, and choosing the right brightness. They also explore how light affects human health, explaining how matching indoor lighting to natural light patterns can improve sleep, boost energy levels, and enhance general well-being throughout the day.</p>

Archlior

Archlior is a comprehensive architectural lighting design platform for professionals and enthusiasts. It offers a searchable catalog of specification-grade lighting fixtures, a gallery of real-world project inspiration, an AI-powered lighting visualization studio, and professional resources, including lighting calculators, design guides, and industry standards.

<p>PinMy builds the mobile capture layer for construction field work.</p>
<p>The company started from a specific observation: the construction industry has invested heavily in tools for the office and almost nothing usable for the people standing on site. Design authoring, coordination, scheduling and cost control are all well served by mature desktop platforms. But the moment a person walks onto a floor slab and sees something that is wrong, the technology available to them is a camera, a chat app and, often, a printed plan with a pen. Everything that happens next is re-entry: photographs typed up into reports, voice messages transcribed into emails, sketches redrawn into models. The record that survives is unstructured, hard to search and difficult to defend when a dispute begins.</p>
<p>PinMy exists to close that gap at the point of capture rather than after it. The company's product lets a site worker open a plan, a photograph, a walkthrough video or a 3D IFC model on the phone already in their pocket, tap the exact location of an issue, and leave a voice note, photo, video or text anchored to that point. The result is a dated, located, attributed record created in the moment, by the person who saw the thing, without a second entry step.</p>
<p>Two convictions shape how the company builds.</p>
<p>The first is that adoption is the hard problem, not capability. Field teams have very low tolerance for training and very high tolerance for WhatsApp, and any tool that ignores this is bought by head office and abandoned on site within a month. PinMy is therefore designed around a single gesture &mdash; tap a point, speak &mdash; that works with gloves on, in noise and in poor light, and that a new user can perform correctly within minutes of installing the app. Every feature decision is measured against whether it survives contact with a real site.</p>
<p>The second is that the industry does not need another walled garden. PinMy is built on open standards rather than proprietary lock-in: IFC for models, BCF 2.1 for issue exchange, PDF for reporting. The company's position is explicitly complementary to the established platforms. For a small contractor with no structured tooling at all, PinMy is a first digital step that costs less than a day of rework. For a firm already running a BIM stack or a CDE, it is the mobile extension that stack has always lacked. PinMy does not attempt to replace Procore, Autodesk or Revit, and says so plainly.</p>
<p>The timing is both regulatory and technical. BIM is already mandatory for Spanish public tenders above &euro;2M, with a roadmap extending toward the private sector through 2028&ndash;2030, which pushes thousands of small firms to find a first digital step they can actually afford. In parallel, the value of construction AI is limited by the fact that most site data is never captured in structured form at all. The authoring layer, not the analytics layer, is where that constraint is resolved.</p>
<p>PinMy O&Uuml; is registered in Tallinn, Estonia and operates from M&aacute;laga, Spain, serving customers across Spain, Italy, Poland, Latin America and North America. The product is live on iOS, iPadOS, Android, the web and as a Chrome extension, in 8+ languages, on a freemium model designed so that an individual inspector can adopt it without a purchase order.</p>
<p>The company is built by the founders of MaboaSoft, an independent mobile product studio. Product and engineering sit under one roof, which keeps iteration fast and the cost base honest &mdash; an unusual structure for an early-stage vendor, and the main reason a team of this size ships at this rate.</p>
<p>Beyond field capture, PinMy is extending into local digital twin and smart infrastructure work, where the same pin-to-a-point model applies to assets rather than defects. Data is EU-hosted, GDPR-aligned and encrypted in transit and at rest; customer content is never used for AI training and never sold.</p>

PinMy OU

PinMy builds mobile-first visual collaboration for construction field teams. Site crews pin voice notes, photos, video and text onto plans, site photos and 3D IFC models, then export the record as a PDF report or a BCF issue — no CAD or BIM license required.

<p dir="ltr">&nbsp;ContractorCounter is browser-based construction drawing markup and takeoff software &mdash; a Bluebeam alternative built for contractors. Mark up PDFs, calibrate scale, measure lengths, areas and volumes, place counts and stamps, and turn quantities into a live bill of quantities that flows into a priced quote. An AI assistant can take the first pass &mdash; counting fixtures, measuring, and setting the drawing scale &mdash; with every result reviewed before it commits. Runs in the browser on Windows, Mac, and iPad with nothing to install. Free trial (card required), then Pro US$14/month, Team US$10/seat/month, or a US$249 one-time lifetime license. Founded in 2025.The tool is built to help contractors improve estimating accuracy, reduce calculation errors, and respond to project opportunities more quickly. Whether you're working on residential construction, commercial projects, renovations, or subcontracting jobs, ContractorCounter can help turn drawings into actionable quantities and reliable cost estimates.By simplifying takeoffs and pricing, ContractorCounter gives construction professionals more time to focus on winning bids, managing projects, and growing their businesses. It is an efficient solution for contractors looking to modernize their estimating process and create quotes with greater speed and confidence.The tool is built to help construction professionals save valuable time while reducing the risk of missed items, calculation mistakes, and inconsistent pricing. Whether you're preparing a quick quote for a small residential job or estimating a larger commercial project, ContractorCounter makes it easier to move from drawings to a complete, clearly priced estimate.By simplifying the takeoff and estimating process, ContractorCounter allows contractors, estimators, builders, and subcontractors to respond to bid opportunities faster, maintain better cost control, and create competitive quotes with greater confidence.By simplifying the takeoff and estimating process, ContractorCounter allows contractors, estimators, builders, and subcontractors to respond to bid opportunities faster, maintain better cost control, and create competitive quotes with greater confidence.Instead of spending hours reviewing plans, measuring materials, and building estimates from scratch, contractors can use ContractorCounter to organize the estimating process in one place. The tool helps transform drawings and project specifications into actionable cost information, making it easier to understand material requirements, labor costs, and overall project pricing.ContractorCounter is built for contractors, builders, estimators, subcontractors, and construction professionals who need to prepare reliable bids quickly. By streamlining quantity takeoffs and pricing, it can reduce repetitive work, minimize calculation errors, and help contractors respond to project opportunities faster.From reviewing drawings and measuring quantities to calculating costs and preparing quotes, ContractorCounter simplifies the workflow from plans to price. It gives construction professionals more time to focus on project planning, customer relationships, and winning profitable work while maintaining a more consistent and organized estimating process.Instead of spending hours manually reviewing plans, calculating quantities, and building estimates in spreadsheets, ContractorCounter streamlines the process into a more efficient workflow. Contractors can use project drawings to identify and measure the work required, apply pricing, and quickly develop professional estimates that are ready to share with clients.Whether you're working on residential construction, commercial projects, renovations, remodeling, or subcontracting jobs, ContractorCounter can help reduce the time spent on estimating while improving consistency and accuracy. By bringing drawing takeoffs and project pricing together, the platform makes it easier to understand project costs and prepare competitive bids.</p>

ContractorCounter

 Browser-based construction takeoff and PDF markup software — measure, count, and quote from drawings.


<p dir="ltr">AIAEC is a technology company that builds artificial intelligence software built specifically for the architecture, engineering, construction (AEC), and commercial real estate industries. The company helps architects, engineers, developers, planners, municipalities, brokers, and consultants answer zoning, building code, land use, and regulatory questions faster with source-backed intelligence. Rather than replacing professional expertise, AIAEC is designed to help teams make faster, more informed decisions.&nbsp;</p>
<p dir="ltr">The company's first product, ChatAEC, was created to solve one of the industry's biggest challenges: the time and effort required to research zoning ordinances, municipal codes, land use regulations, and development requirements. Project teams often spend hours navigating multiple municipal websites, reviewing planning documents, and interpreting regulations before they can determine whether a project is feasible. ChatAEC simplifies this process by allowing users to ask questions in natural language and receive project-specific answers linked directly to the original source documents.</p>
<p dir="ltr">Unlike general-purpose AI tools, ChatAEC is purpose-built for the built environment. Every response is designed to be transparent and verifiable, helping users understand not only the answer but also where the information came from. This approach gives architects, engineers, developers, and planning professionals greater confidence when evaluating sites, preparing due diligence reports, communicating with clients, and coordinating with municipalities.</p>
<p dir="ltr">AIAEC was founded by professionals with decades of experience in civil engineering, land development, municipal planning, and commercial real estate. That experience helped shape the platform from the beginning. Instead of building technology around generic AI capabilities, the company focused on solving the everyday challenges professionals face when navigating complex regulatory environments. The result is a platform that reflects real industry workflows and supports the way development teams actually work.</p>
<p dir="ltr">ChatAEC helps users determine what can be built on a property, identify applicable zoning districts, understand development standards, review building code requirements, evaluate site feasibility, identify submittal requirements, and support entitlement planning. By reducing manual research and organizing regulatory information into clear, source-backed answers, the platform enables organizations to evaluate more opportunities while reducing the risk of costly mistakes caused by incomplete or outdated information.</p>
<p dir="ltr">As AIAEC continues to expand, the company is developing additional AI-powered solutions to support other phases of the project lifecycle, creating a comprehensive technology platform for professionals involved in planning, design, development, and construction.</p>
<p dir="ltr">Beyond improving research efficiency, AIAEC helps organizations collaborate more effectively. Architects, engineers, developers, brokers, consultants, and municipal planners can work from the same verified information, reducing confusion, improving communication, and accelerating project decisions. Whether evaluating a new site, preparing a client presentation, or beginning entitlement work, teams can spend less time searching for information and more time advancing projects.</p>
<p dir="ltr">AIAEC believes artificial intelligence should amplify professional expertise, not replace it. By combining deep industry knowledge with modern AI technology, the company is helping modernize zoning research, building code analysis, regulatory due diligence, site feasibility, and early project planning. Its goal is to make regulatory information easier to access, understand, and trust so professionals can focus on designing, developing, and building better projects.<br><br>AIAEC builds technology for the people who design, develop, and build the world. Helping architects, engineers, developers, construction teams, and real estate professionals get clear zoning, building code, compliance, and regulatory answers faster. Its first product, ChatAEC, turns complex zoning and land use rules into source-backed, defensible answers in seconds.<strong id="docs-internal-guid-e3e1e205-7fff-471a-3549-53ba549f43c2"> </strong></p>

AIAEC

AIAEC builds technology for the people who design, develop, and build the world. Helping architects, engineers, developers, construction teams, and real estate professionals get clear zoning, building code, compliance, and regulatory answers faster. Its first product, ChatAEC, turns complex zoning and land use rules into source-backed, defensible answers in seconds. 

<h2>Data Protection and Digital Rights Management for CAD Files</h2>
<p>Secude is headquartered in Lucerne, Switzerland and is a leading global provider of data protection and digital rights management solutions serving the AEC industry. Secude's solutions extend corporate data governance and data loss prevention (DLP) to CAD and related construction files through integration with systems that work with Microsoft Purview Information Protection (MPIP).</p>
<p>This protection remains attached to the protected files wherever they travel. It provides a means for file tracking through real-time activity logs and prevents unauthorised access through encryption technology. Access controls defined in protection policies can grant specific users very granular access to individual application functions when working with shared documents.</p>
<h2>Why CAD Files Are a Governance Blind Spot</h2>
<p>Most enterprise data protection was built around documents, email and spreadsheets. Drawings, models and design files often fall outside it - they live in specialist applications, move between design partners, contractors and fabricators, and frequently carry the most commercially sensitive intellectual property a project produces. A protection scheme that covers the Office estate but stops at the CAD environment leaves exactly the wrong gap. Secude's approach is to bring those file types inside the same governance framework the rest of the business already uses, rather than running a separate parallel system for design data.</p>
<h2>Watermarking, Metadata and Digital Signing</h2>
<p>Secude solutions provide capabilities for applying digital watermarking, metadata implantation and digital signing technology to CAD and related construction documents. Used in combination, these create several routes to proving non-repudiated document ownership and validating the intended parties documents were shared with. This does not completely limit access, but it does provide a way to determine accountability should sensitive files be leaked.</p>
<h2>Automated Compliance Marking</h2>
<p>Secude solutions provide additional capabilities for automating compliance markings on CAD and other construction-related files. This includes specific markings for Export Controlled Information (ECI) and Controlled Unclassified Information (CUI) for CMMC compliance, and can incorporate dynamic watermarking that shows the last user to edit the file along with a timestamp.</p>
<p>For firms working on defence, aerospace or federal infrastructure projects, these markings are contractual obligations rather than good practice, and applying them by hand across thousands of drawing files is both slow and unreliable. Automating the marking step is often what makes compliance workable at project scale.</p>
<h2>The Secude Application Suite</h2>
<h3>HaloCAD</h3>
<p>HaloCAD applies Microsoft Purview Information Protection sensitivity labels and AES encryption directly to files from within the CAD user interface. This is seamless to the user and allows CAD files to become classified and operate within the Purview data governance platform, so DLP policies can be applied to ensure data cannot be stolen.</p>
<p>MPIP sensitivity labels also provide rules enforceable inside the CAD interface, adding a layer of access control defined at user or group level by restricting functions such as edit, export and print. The AES encryption applied by MPIP ensures that files are useless to anyone who manages to get them outside the enterprise.</p>
<h3>HaloSHARE</h3>
<p>HaloSHARE is a workflow tool that performs batch transformation of CAD, Microsoft Office and PDF files to apply various levels of identification and protection. Its digital rights management methods include document compliance marking, metadata implantation and digital document signing, all performed batch style, delivering the transformed documents to multiple local or cloud data stores including Autodesk Docs.</p>
<p>Document marking can include standard watermarking or specially formatted text identifying Export Controlled Information, Controlled Unclassified Information or other special compliance markings. Metadata implantation and digital signing ensure documents can be traced back to their original owners or to the parties they were shared with. HaloSHARE MPIP methods can also bulk-process files to apply sensitivity labels, encrypt or decrypt files, and deliver them to multiple local or cloud-hosted destination storage locations.</p>
<h2>Protection That Survives Sharing</h2>
<p>The distinguishing characteristic of this model is that controls travel with the file rather than sitting around it. Perimeter security, access-controlled folders and secure file transfer all stop working the moment a drawing legitimately leaves the organisation - which, on any real project, it must. Persistent encryption and embedded policy mean a file forwarded outside its intended recipient list still refuses to open, and one that is opened still records who opened it and when.</p>
<h2>Who Secude Serves</h2>
<p>Secude's solutions are aimed at architecture, engineering and construction organisations, manufacturers and asset owners that handle sensitive design data across distributed project teams and external supply chains - particularly those subject to export control, CMMC or comparable regulatory regimes where the consequences of an uncontrolled drawing release extend well beyond commercial risk.</p>

Secude protects CAD and construction files with Microsoft Purview sensitivity labels, AES encryption, watermarking, digital signing and automated CUI and ECI co

Secude | CAD Data Protection & Digital Rights Management

Secude

Secude is a Swiss provider of data protection and digital rights management for CAD files in AEC. HaloCAD and HaloSHARE extend Microsoft Purview sensitivity labels, AES encryption, watermarking and CUI/ECI compliance marking to design data.

<h2>Reality Capture and Digital Twins for the AEC Industry</h2>
<p>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.</p>
<p>At the core of RPG's value proposition is its ability to bridge the gap between the built environment and digital workflows. By leveraging terrestrial laser scanning, mobile mapping, drone-based reality capture, 360-degree 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.</p>
<h2>30+ Years Supporting the Construction Industry</h2>
<p>RPG has spent more than three decades supporting design and construction firms, and that longevity shapes how it works. The company describes the core problem in its market as a digital data fluency gap - firms at very different stages of technology adoption, from those still hand-marking construction plans to those running mature BIM environments, all needing to exchange information reliably.</p>
<p>Its answer is deliberately manufacturer-agnostic. Rather than reselling a single vendor's stack, RPG evaluates products across the market and assembles solutions around what a client actually needs, backed by its own support services. In 2022 the company expanded its portfolio by acquiring Digital Color Ink, strengthening its wide-format printing capability.</p>
<h2>Services Across the Asset Lifecycle</h2>
<p>RPG Squarefoot Solutions supports projects across the entire asset lifecycle - from pre-design and planning through construction, renovation, operations and facility management. The company specialises in high-accuracy existing conditions documentation, scan-to-BIM workflows, point cloud data, virtual walkthroughs, as-built documentation and site intelligence solutions that reduce rework and improve coordination.</p>
<h3>Reality Capture and 3D Scanning</h3>
<p>Terrestrial laser scanning, mobile mapping and drone data capture produce survey-grade records of existing conditions. The resulting point clouds feed directly into design and coordination software, replacing assumptions about as-built geometry with measured fact.</p>
<h3>BIM and Digital Twin Development</h3>
<p>Captured data is processed into usable models rather than delivered as raw scans. Scan-to-BIM services convert point clouds into intelligent, parametric models, and digital twin development extends that into an asset record owners can maintain and query through operations.</p>
<h3>Visualisation and Virtual Reality</h3>
<p>Virtual reality and 360-degree imaging solutions help project teams and clients understand a space before it exists, or review a remote site without travelling to it - useful in stakeholder approvals as much as in technical coordination.</p>
<h3>Managed IT and Jobsite Connectivity</h3>
<p>RPG provides IT network management and mobile jobsite connectivity, addressing a practical constraint on digital construction: models and captured data are only useful if field teams can actually reach them from site.</p>
<h3>Wide-Format Printing Equipment</h3>
<p>The company supplies wide-format printers and scanners along with maintenance and support, serving both AEC firms and the environmental graphics and print service provider market.</p>
<h2>Where RPG's Work Adds the Most Value</h2>
<p>RPG's solutions are particularly valuable on projects involving renovation, retrofit, adaptive reuse, historic preservation, industrial facilities, commercial interiors, healthcare spaces, educational institutions, infrastructure environments and complex building systems - anywhere accurate field conditions are critical to project success.</p>
<p>These are precisely the project types where drawings are least likely to match reality. On a renovation of a building documented decades ago, the difference between assumed and measured conditions surfaces as change orders, and reality capture moves that discovery from the construction phase to the design phase, where it is far cheaper to resolve.</p>
<h2>Technology Access Without Heavy Capital Outlay</h2>
<p>Alongside service delivery, RPG supports the market through technology access and deployment, helping firms adopt reality capture solutions without the friction of high upfront investment. This lowers the barrier for smaller practices that need scanning capability on specific projects but cannot justify buying and maintaining equipment outright, and it makes RPG a useful partner for organisations modernising workflows, improving documentation quality and competing on bidding, planning and execution.</p>
<h2>A Consultative Approach</h2>
<p>With a consultative, solution-oriented approach, RPG works closely with clients to understand project goals, technical requirements and downstream workflow needs. The intent is that the deliverable is not just captured data but usable project intelligence - information formatted for the software the client already runs and the decisions they actually need to make.</p>
<h2>Who RPG Works With</h2>
<p>The company serves architects, engineers, designers, contractors, facility owners and print service providers, with offices in Maryland, Virginia and North Carolina supporting clients nationwide.</p>
<h2>Choosing a Reality Capture Partner</h2>
<p>Firms evaluating scanning providers usually compare on price per scan, but the more consequential differences sit downstream. Registration accuracy determines whether separate scan positions align into one coherent model; deliverable format determines how much rework a modelling team faces on receipt; and level of development agreed in advance determines whether a scan-to-BIM model is fit for coordination or only for reference. RPG's consultative process is aimed at settling those questions before capture begins rather than after delivery.</p>

RPG Squarefoot Solutions provides 3D laser scanning, scan-to-BIM, digital twin, managed IT and wide-format printing services for architecture, engineering and c

RPG Squarefoot Solutions | Reality Capture & Scan to BIM

RPG Squarefoot Solutions

RPG Squarefoot Solutions delivers reality capture, 3D laser scanning, scan-to-BIM and digital twin services for AEC firms, plus managed IT, jobsite connectivity and wide-format printing equipment. Over 30 years supporting design and construction teams nationwide.

<h2>The Practical Starting Point for AEC AI Strategy</h2>
<p>For most AEC firms, the biggest obstacle to adopting AI isn't the technology itself - it's the "data mess." Project files, CAD standards and Revit models are often scattered across disconnected servers, legacy systems and inconsistent folder structures. Before any meaningful AI strategy can take shape, firms need to first understand how their teams actually interact with this fragmented information environment on a day-to-day basis.</p>
<h2>Solving the File Hunt</h2>
<p>Rhombic's application is a lightweight Windows-based tool that sits directly on individual workstations. It addresses one of the most common and overlooked inefficiencies in AEC workflows: the "file hunt." Instead of navigating through multiple layers of folders or relying on tribal knowledge, an engineer can simply type a request such as "Open the latest Highway 99 drainage standards," and the application locates and launches the correct file instantly.</p>
<p>This may seem like a small improvement, but when multiplied across teams and projects it represents a meaningful shift in how work gets done. The typical user saves 15-20 minutes of billable time each day - time that would otherwise disappear into folder trees, shared drives and messages asking a colleague where something lives.</p>
<h2>How This Builds Your AI Strategy</h2>
<p>While your team is saving that time, the system is simultaneously performing two critical background functions that lay the foundation for a scalable AI strategy.</p>
<h3>Mapping Your Corporate Memory</h3>
<p>The tool continuously identifies where valuable resources actually live across your firm's network. Over time, it transforms what is typically undocumented institutional knowledge into a visible, queryable map of where the firm's real working assets are held - not where a folder policy says they should be.</p>
<h3>Revealing Real Usage Patterns</h3>
<p>By capturing what people search for and how they phrase it, the platform shows which standards, details and project resources are genuinely in demand and which are effectively dormant. This is the natural-language layer of an AI strategy: it records how engineers and designers describe their own work, in their own words, before any model is trained on it.</p>
<p>In other words, before you automate, you need to understand - and this is how that understanding is built.</p>
<h2>Zero-Risk, Local Execution</h2>
<p>One of the biggest barriers to AI adoption in AEC is concern around data security and compliance. This approach removes that barrier. Because the AI operates entirely on the user's local machine, no project data leaves your environment. It respects your existing permissions, folder structures and security protocols. There is no need for a major IT overhaul, cloud migration or lengthy security review process. Firms can begin implementing and seeing value almost immediately, without introducing additional risk.</p>
<h2>Why Local Deployment Matters in AEC</h2>
<p>The security question is not theoretical for design and engineering firms. Client agreements, public infrastructure contracts and confidentiality clauses frequently restrict where project data may be stored and which third parties may process it. A cloud-based assistant that indexes a firm's drives can require legal review, client notification and in some cases contract renegotiation before a single query is run.</p>
<p>A workstation-resident tool sidesteps that entire chain. Because nothing is transmitted, there is no processor to disclose, no data residency question and no new attack surface. For firms working on government, healthcare or defence-adjacent projects, this is often the difference between an AI pilot that starts this quarter and one that stalls in procurement for a year.</p>
<h2>Who Rhombic Is For</h2>
<p>The platform is aimed at architecture, engineering and construction firms that recognise AI is coming to their sector but have no clear first step - particularly small and mid-sized practices without a dedicated data team or the budget for a multi-year digital transformation programme. It suits firms whose people already know where the value is buried and simply need faster access to it.</p>
<h2>Shape the Future by Fixing Today</h2>
<p>What makes this approach powerful is that it does not require a dramatic shift in how teams work. It simply improves what they are already doing. By solving a very real, everyday problem - finding the right file - you are also laying the groundwork for something much bigger. You are building the data layer, visibility and insight needed to support future AI initiatives. In many ways, this is the most practical entry point into AI for AEC firms: start by reducing friction today, and in doing so quietly collect the intelligence needed to shape tomorrow's strategy.</p>
<h2>What Adoption Looks Like in Practice</h2>
<p>Because the tool installs per workstation rather than as firm-wide infrastructure, adoption can start with a single team or even a single project without committing the whole practice. That matters for change management as much as for IT: the people most frustrated by the file hunt tend to become the internal advocates, and their usage data is what makes the eventual firm-wide case concrete rather than aspirational.</p>

Rhombic gives AEC firms a local, zero-risk AI tool for finding CAD standards, Revit models and project files by plain-language request - the practical first ste

Rhombic | AI File Search & AI Strategy for AEC Firms

Rhombic

Rhombic builds a lightweight, locally run AI file-retrieval tool for AEC firms. Engineers find CAD standards, Revit models and project files by plain-language request, saving 15-20 minutes daily while mapping the data foundation for a wider AI strategy.

<h2>Overview</h2>
<p>RenoTitan Remodeling LLC is a fully insured general contractor and remodeling company based in Buffalo, New York, serving Western New York. The company handles renovation projects end to end, from design through completion, positioning itself as an all-in-one alternative to coordinating multiple trades.</p>
<p>As the company puts it: renovations shouldn't be a nightmare. RenoTitan prioritises a stress-free experience, taking care of every aspect - sourcing quality materials, providing detailed estimates, and planning each renovation step - so clients can watch their space take shape rather than manage the process.</p>
<h2>Track Record</h2>
<ul>
<li><strong>500+</strong> projects completed</li>
<li><strong>850,000+</strong> square feet renovated</li>
<li><strong>95.7%</strong> on-time delivery</li>
<li><strong>4 out of 5</strong> clients recommend the company to friends</li>
</ul>
<p>The on-time delivery figure is the most telling of these for residential work, where overruns are the most common source of client dissatisfaction and where a household is often living around the work.</p>
<h2>Remodeling Services</h2>
<ul>
<li><strong>Kitchen remodeling</strong> - custom cabinetry, countertops and energy-efficient appliances, balancing style with the practicalities of meal preparation and entertaining</li>
<li><strong>Bathroom remodeling</strong> - tiling, space-saving storage and full renovations at any scale</li>
<li><strong>Basement finishing</strong> - converting unused space into habitable rooms</li>
<li><strong>Office remodeling</strong> - commercial and home office fit-out</li>
<li><strong>Deck building</strong> - exterior living space</li>
</ul>
<h2>Trade Services</h2>
<ul>
<li><strong>Flooring installation</strong> - hardwood, laminate, tile, carpet and vinyl, with guidance through material selection</li>
<li><strong>Drywall installation</strong> - walls and ceilings for new construction and renovation, with attention to smooth surfaces and precise finishing</li>
<li><strong>Interior and exterior painting</strong> - including house, concrete and garage floor painting</li>
<li><strong>Window and door installation</strong></li>
<li><strong>Plumbing</strong> - fixture replacement, repairs and system work by licensed professionals</li>
<li><strong>Electrical</strong> - wiring and panel upgrades brought up to code</li>
</ul>
<p>Holding plumbing and electrical in-house matters on renovation work. Those two trades typically govern the critical path on a kitchen or bathroom, and a contractor waiting on external subcontractors for them has limited control over the schedule it has promised.</p>
<h2>Why RenoTitan</h2>
<ul>
<li><strong>Free onsite estimate</strong> - clients get a clear understanding of costs before any financial commitment</li>
<li><strong>Timely project management</strong> - efficient scheduling to keep renovations on track and minimise disruption</li>
<li><strong>Fully insured</strong> - coverage safeguarding the client's investment</li>
<li><strong>Quality materials</strong> - selected to enhance durability and longevity</li>
<li><strong>Background-checked staff</strong> - all employees undergo thorough checks</li>
<li><strong>All-in-one solution</strong> - one contractor rather than several, across the full project</li>
<li><strong>Post-renovation check-ins</strong> - continued support after completion</li>
</ul>
<h2>The Three-Step Process</h2>
<h3>1. Free Onsite Estimate</h3>
<p>The team visits the property, assesses requirements, and provides a detailed and transparent estimate covering project scope and costs. A comprehensive quote follows, discussed with the client and adjusted until they are satisfied and ready to proceed.</p>
<h3>2. Timeline Review With a Supervisor</h3>
<p>Before work begins, a timeline review with an experienced supervisor aligns both parties on schedule, milestones and specific requirements. Regular milestone updates follow during the work, covering completed tasks, upcoming steps and any decisions needed - keeping the client informed and enabling collaborative decision-making.</p>
<h3>3. Final Walkthrough</h3>
<p>As the project nears completion, a final walkthrough lets the client inspect the finished work. Any remaining touch-ups or adjustments are addressed at this stage.</p>
<h2>Communication</h2>
<p>RenoTitan uses technology to maintain communication between employees, site supervisors, clients and any other parties involved in a project. On residential renovation this is frequently the difference between a smooth job and a fraught one, since the client is present throughout and uncertainty is what generates friction.</p>
<h2>Service Areas</h2>
<p>RenoTitan serves Buffalo and surrounding Western New York communities including Amherst, Williamsville, Clarence, Tonawanda, West Seneca, Hamburg, Depew, Lancaster, Orchard Park and East Aurora. The company is based at 50 Fountain Plaza, Buffalo, NY.</p>
<h2>Who RenoTitan Works With</h2>
<p>Homeowners undertaking kitchen, bathroom, basement or whole-home renovation; property owners upgrading rental or investment stock; and businesses requiring office fit-out across the Buffalo metropolitan area.</p>
<h2>Renovation Cost and Planning Guidance</h2>
<p>RenoTitan publishes guidance on the questions homeowners ask before committing, including how often a bathroom should be remodelled, what a 5x7 bathroom renovation typically costs, and which element of a bathroom remodel consumes the largest share of budget.</p>
<p>That last question has a consistent answer in practice: relocating plumbing. Moving a toilet, bath or shower from its existing position means opening floors and rerouting supply and waste, and it is the single decision most likely to move a bathroom budget from modest to substantial. Keeping fixtures in place while changing everything visible around them is the usual route to a significant visual change at controlled cost.</p>
<h2>Working Around Occupied Homes</h2>
<p>Most residential remodelling happens in houses people continue to live in, which shapes how the work must be sequenced. Dust containment, keeping at least one bathroom serviceable, restricting noisy trades to agreed hours, and leaving the site safe each evening are practical requirements rather than courtesies. The company's emphasis on supervision, milestone check-ins and minimising disruption addresses exactly this - a renovation that runs to schedule matters more to an occupant than to almost any other type of client.</p>

RenoTitan is a fully insured Buffalo NY remodeling contractor offering kitchen, bathroom, basement and office renovation, flooring, drywall, painting and MEP se

RenoTitan | Remodeling Contractors Buffalo NY

RenoTitan Remodeling

RenoTitan Remodeling is a fully insured Buffalo, NY general contractor delivering kitchen, bathroom, basement, office and deck remodeling plus flooring, drywall, painting, window, door, plumbing and electrical services across Western New York. Free onsite estimates.

<h2>Overview</h2>
<p>Quantum Reality Capture LLC (QRC) is a reality capture company delivering 3D scanning, LiDAR, photogrammetry, and digital twin solutions for the Architecture, Engineering and Construction (AEC), real estate, and asset management industries across North America.</p>
<p>The company helps organisations replace outdated site documentation methods with fast, accurate and scalable reality capture, reducing risk, improving efficiency and accelerating project delivery. It operates as both a retail provider of survey-grade LiDAR scanning devices and processing software, and a professional services provider delivering Scan-to-BIM.</p>
<h2>Capture Once, Use Many Times</h2>
<p>QRC specialises in transforming physical environments into high-accuracy digital reality capture data usable throughout the entire asset lifecycle. From existing conditions documentation and pre-design planning through construction verification, operations and facilities management, teams capture reality once and leverage it repeatedly across design, construction and operations workflows.</p>
<p>That single principle is where the economics sit. A scan commissioned for design intent retains value for construction verification and later for facilities management, so the cost is amortised across phases rather than charged against one.</p>
<h2>Services and Solutions</h2>
<ul>
<li><strong>Existing conditions 3D scanning</strong> - survey-grade capture of as-is site and building conditions</li>
<li><strong>As-built LiDAR documentation</strong> - accurate records of what was actually constructed</li>
<li><strong>Scan-to-BIM</strong> - converting point clouds into architectural BIM models supporting design and construction workflows</li>
<li><strong>Construction progress tracking</strong> - periodic capture to verify work in place</li>
<li><strong>Clash detection support</strong> - real-world geometry checked against design models</li>
<li><strong>Virtual site walkthroughs and remote inspections</strong> - reducing the need for physical site visits</li>
<li><strong>Digital twin creation</strong> - persistent spatial records for operations</li>
</ul>
<p>These applications eliminate guesswork, reduce site visits, improve coordination, and help projects stay on schedule and within budget. On renovation and retrofit work the value is especially direct, since original drawings frequently do not match the building as it stands.</p>
<h2>Hardware and Software Portfolio</h2>
<p>QRC offers a curated portfolio of reality capture hardware and software:</p>
<ul>
<li>Professional 3D laser scanners</li>
<li>Mobile LiDAR systems</li>
<li>Photogrammetry platforms</li>
<li>Spatial data processing tools</li>
</ul>
<p>All solutions are selected to integrate with industry-standard platforms including BIM, CAD, GIS and construction management software, so customers can turn captured data into actionable insight without disrupting existing workflows. Interoperability is the practical constraint in this category - a scanner producing data that will not move cleanly into a client's chosen modelling environment creates work rather than removing it.</p>
<h2>Consultative Approach</h2>
<p>What differentiates QRC from other reality capture providers is an outcomes-driven, consultative sales approach. The company does not simply sell 3D scanners or LiDAR equipment; it delivers end-to-end solutions aligned with business objectives.</p>
<p>QRC works closely with each client to assess project requirements, operational constraints and ROI goals, then designs a tailored reality capture strategy intended to drive measurable results. Comprehensive onboarding, training and ongoing technical support are provided to ensure rapid adoption and long-term value.</p>
<p>That distinction matters because reality capture hardware is frequently under-used after purchase. Firms buy a scanner, find the processing workflow harder than expected, and revert to previous methods - so onboarding and training often determine whether the investment returns anything.</p>
<h2>Technology-Agnostic Partnerships</h2>
<p>Through strategic partnerships with leading reality capture and digital twin technology providers, QRC delivers future-ready solutions while remaining technology-agnostic. Clients can adopt the most effective tools available today while maintaining flexibility as technologies evolve and project demands scale.</p>
<h2>Accuracy and Field Performance</h2>
<p>Accuracy, reliability and performance are core to every engagement. By combining technical expertise with real-world field experience, QRC ensures its LiDAR scanning and 3D reality capture solutions perform in demanding production environments.</p>
<p>Whether capturing a single commercial building, an active construction site, or a multi-property real estate portfolio, the company delivers consistent, production-ready spatial data.</p>
<h2>Who QRC Works With</h2>
<ul>
<li>Architects and design practices</li>
<li>Engineers across structural and MEP disciplines</li>
<li>General contractors and specialty trades</li>
<li>Developers and real estate investors</li>
<li>Property owners and facility managers</li>
<li>Government and public sector bodies</li>
</ul>
<h2>Working With Quantum Reality Capture</h2>
<p>QRC positions itself as a partner for organisations seeking to modernise AEC workflows, reduce construction risk, and unlock the full value of reality capture data. By bridging the physical and digital worlds, it helps clients build smarter, operate more efficiently, and gain competitive advantage through accurate 3D reality capture and digital twin solutions.</p>
<p>Organisations can request a demonstration, speak with a reality capture specialist, or explore a tailored solution designed for their specific project requirements.</p>
<h2>Reality Capture Methods Compared</h2>
<p>The three capture methods QRC supplies serve different conditions. Terrestrial laser scanning gives the highest accuracy from fixed positions and suits detailed building documentation. Mobile LiDAR trades a degree of precision for speed, covering large sites or long linear assets in a fraction of the time. Photogrammetry derives geometry from imagery and is often the most economical route for facades, roofs and areas reachable by drone.</p>
<p>Selecting between them is a project decision rather than a preference, driven by required tolerance, site access, area covered and budget - which is where consultative supply matters more than catalogue supply.</p>

Quantum Reality Capture provides LiDAR scanners, photogrammetry software and Scan-to-BIM services for existing conditions, as-builts and digital twins across No

Quantum Reality Capture | LiDAR Scanning & Scan to BIM

Quantum Reality Capture

Quantum Reality Capture supplies survey-grade LiDAR scanners, photogrammetry and processing software, and Scan-to-BIM services for AEC, real estate and facilities teams, producing high-accuracy point clouds, as-built documentation and digital twins across the asset lifecycle.

<h2>Overview</h2>
<p>ShapeDo Ltd is a venture-backed construction technology company founded in 2014, with offices in Israel and London. It makes two products: <strong>ShapeDo</strong>, a collaborative design change management platform, and <strong>Purple Hammer</strong>, a desktop application for construction PDF and spreadsheet operations covering viewing, markup, measurement, comparison, takeoff and estimating.</p>
<p>Both are built on the company's drawing alignment and comparison engine, which can take two revisions of a construction drawing and make every addition, removal and alteration visible.</p>
<h2>ShapeDo - Design Change Management</h2>
<p>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.</p>
<p>ShapeDo is the project-level, collaborative platform for keeping that under control. Its capabilities include:</p>
<ul>
<li>Automatic comparison of drawing revisions, highlighting exactly what was added, removed or altered between versions</li>
<li>Structured review workflows that route each change to the people responsible for assessing it, with assigned actions tracked to closure</li>
<li>Design issue logging and RFI management connected directly to the drawings in question</li>
<li>A complete, auditable history of drawing versions, reviews and decisions across the life of the project</li>
<li>Dashboards and records showing outstanding reviews and unresolved issues at project level</li>
</ul>
<h3>Across the Project Lifecycle</h3>
<p>ShapeDo is used throughout a project. 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.</p>
<p>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.</p>
<p>Uncaught design changes are among the most common causes of contractor losses, and the reason is structural rather than careless: a revision can alter scope without anyone flagging it, and the cost only surfaces when the work is built. ShapeDo's purpose is to make sure no change goes unseen.</p>
<h2>Purple Hammer - Desktop PDF and Estimating</h2>
<p>Purple Hammer is a single-user desktop product for macOS and Windows, built for the construction industry's daily PDF and spreadsheet operations: viewing, marking up, measuring, comparing and organising drawing sets, and pricing what gets measured.</p>
<p>It suits anyone who spends their working day in construction PDFs, including site engineers and project managers, and goes deepest for estimators, quantity surveyors, contractors and specialist subcontractors - adding live estimating spreadsheets so measurement and pricing happen in one native application instead of the usual split between a PDF tool and Excel.</p>
<h3>Connected Takeoff and Estimate</h3>
<p>Measurements - lengths, areas, perimeters and 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.</p>
<p>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. On a large tender with several revision cycles, that difference compounds into days of recovered estimating time.</p>
<h3>Performance</h3>
<p>The application is engineered for speed on real-world drawing sets:</p>
<ul>
<li>A several-hundred-sheet PDF set opens in roughly a second</li>
<li>Automatic alignment and comparison of two revisions typically completes in one to two seconds</li>
<li>Pan and zoom run at 120 frames per second</li>
</ul>
<p>Performance matters more here than it might in other software categories, because estimators work against bid deadlines and a tool that stalls on a large set simply gets abandoned.</p>
<h2>Features</h2>
<ul>
<li>Markup and annotation</li>
<li>Calibrated measurement</li>
<li>Automatic drawing alignment</li>
<li>Overlays and blink comparison</li>
<li>Area and perimeter takeoff</li>
<li>Repeated-symbol counting</li>
<li>Drawing version history</li>
<li>Live estimating worksheets with formulas</li>
<li>Export of marked-up drawings and spreadsheet data</li>
</ul>
<h2>Who Uses It</h2>
<p>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.</p>
<h2>Use Cases</h2>
<ul>
<li>Identifying scope movement between drawing revisions during tender</li>
<li>Routing design changes to the right reviewers and tracking them to closure</li>
<li>Producing measured takeoffs and priced estimates in a single application</li>
<li>Re-pricing only the changed scope when revisions land mid-tender</li>
<li>Substantiating variations and supporting final-account negotiation</li>
<li>Assembling evidence for claims and dispute resolution</li>
</ul>
<h2>The Two Products in One Line Each</h2>
<p><strong>ShapeDo</strong> helps project teams see, review and manage design changes collaboratively, and prove what changed later.</p>
<p><strong>Purple Hammer</strong> is a fast construction PDF and spreadsheet tool for viewing, markup, measurement and comparison, with estimating built in, so users re-price only what changed when revisions land.</p>

ShapeDo manages construction design change across drawing revisions; Purple Hammer is a desktop PDF app for markup, measurement, takeoff and live estimating.

Purple Hammer & ShapeDo | Drawing Change & Takeoff

Purple Hammer (shapeDo Ltd)

ShapeDo Ltd builds construction software: ShapeDo, a collaborative design change management platform that compares drawing revisions and routes reviews, and Purple Hammer, a fast desktop PDF and spreadsheet app for markup, measurement, comparison, takeoff and estimating.

<h2>Overview</h2>
<p>ProtoTech Solutions, founded in 2005, specialises in creating 3D engineering and construction software solutions for the Architecture, Engineering and Construction (AEC) and manufacturing industries. Its stated goal is to empower innovators with disruptive solutions that reduce time to market and help meet business goals.</p>
<p>The company has completed over 200 projects for more than 250 clients across the globe. It operates from India with a team of over 120 skilled engineers, architects, designers and developers, and works with clients from inception through to implementation, crafting bespoke solutions intended to meet distinct requirements rather than force-fitting an existing product.</p>
<h2>3D Application Development</h2>
<p>ProtoTech develops 3D applications for cloud, desktop and mobile platforms using technologies including ThreeJS, HOOPS Visualize, Eyeshot, OpenGL, ARKit and ARCore.</p>
<p>That spread across web, native desktop and mobile rendering stacks is more significant than it first appears. Each has different constraints on model size, memory and performance, and the platform choice usually determines what is technically feasible in the finished product rather than the other way round. A team fluent across all three can advise on that trade-off before development starts.</p>
<h2>BIM Application Development</h2>
<p>The team specialises in BIM applications for the AEC industry, with expertise spanning:</p>
<ul>
<li><strong>3D, 4D, 5D and 6D BIM</strong> - geometry through to sequencing, cost and facility management data</li>
<li><strong>CAD to BIM conversion</strong> - migrating legacy drawing sets into intelligent models</li>
<li><strong>Scan data to BIM</strong> - converting point cloud captures into structured models</li>
<li><strong>Revit family creation</strong> - parametric content libraries</li>
<li><strong>Clash detection and resolution</strong> - interdisciplinary coordination</li>
</ul>
<p>The progression through BIM dimensions matters commercially. 4D adds construction sequencing, 5D adds cost data, and 6D adds asset information for facility management, so each step moves the model further from a design deliverable toward an operational asset that retains value after handover.</p>
<h2>CAD Plugin Development</h2>
<p>ProtoTech has developed a wide range of 3D file importer and exporter plugins for popular CAD software, with more than 100 plugins published on the Autodesk App Store.</p>
<p>File interoperability remains one of the most persistent practical problems in both AEC and manufacturing workflows, because project teams rarely standardise on a single vendor's toolset. Geometry that moves cleanly between systems saves rework; geometry that does not becomes a manual remodelling exercise. A published catalogue of that size represents substantial accumulated experience in an unglamorous but commercially essential area.</p>
<h2>CAD Customisation and Automation</h2>
<p>The company streamlines CAD design workflows through automation and customisation, targeting the repetitive tasks that consume disproportionate design time. Where a firm repeats the same drawing or modelling operation across projects, automation converts hours of manual work into minutes and pays back across every subsequent job rather than only the first.</p>
<h2>AR/VR Application Development</h2>
<p>ProtoTech creates augmented and virtual reality applications for iOS, Android and web platforms. In an AEC context these support design review, stakeholder visualisation, client presentation and on-site comparison of proposed work against existing conditions.</p>
<h2>CAD Design and Drafting</h2>
<p>Alongside software development, proficient CAD designers and drafters collaborate closely with architects, engineers, contractors and design experts to deliver drafting services and production-ready 2D and 3D drawings. This gives clients the option of engaging ProtoTech as a production resource as well as a development partner.</p>
<h2>Use Cases</h2>
<ul>
<li>Software vendors building 3D or BIM capability into their own commercial products</li>
<li>AEC firms needing custom Revit or CAD tooling beyond what off-the-shelf plugins provide</li>
<li>Manufacturers requiring 3D product configurators or visualisation tools</li>
<li>Teams needing file format conversion and interoperability between CAD systems</li>
<li>Organisations deploying AR/VR for design review or site visualisation</li>
<li>Practices outsourcing 2D and 3D drafting production during peak workload</li>
<li>Firms digitising legacy drawing archives into BIM models</li>
</ul>
<h2>Who ProtoTech Works With</h2>
<p>Clients span architecture practices, engineering consultancies, contractors, product manufacturers, and construction technology companies building their own software. The company operates in two distinct modes - as a product engineering partner for organisations developing software, and as a production drafting and modelling resource for firms delivering projects.</p>
<h2>Why Firms Choose ProtoTech</h2>
<p>Two decades of continuous operation in 3D engineering software, a large in-house team combining engineering domain knowledge with software development capability, and a publicly verifiable plugin portfolio give the company a track record that can be checked rather than simply asserted.</p>
<p>For firms weighing whether to build 3D or BIM capability internally or partner for it, the deciding factor is usually whether the partner understands the engineering problem as well as the code. A team combining architects and engineers with developers is positioned differently from a general software house taking on an AEC brief for the first time.</p>
<h2>Sectors Served</h2>
<ul>
<li>Architecture and building design</li>
<li>Civil and structural engineering</li>
<li>Construction and contracting</li>
<li>Manufacturing and product design</li>
<li>Construction technology and software vendors</li>
</ul>

ProtoTech Solutions builds 3D, BIM and CAD applications, Autodesk plugins, AR/VR apps and drafting services for AEC and manufacturing clients since 2005.

ProtoTech Solutions | 3D, BIM & CAD Software Development

ProtoTech Solutions

ProtoTech Solutions builds 3D engineering and construction software for AEC and manufacturing, covering BIM application development, CAD customisation, CAD plugin development, AR/VR apps and CAD design and drafting. Founded 2005, 120+ engineers, 100+ plugins on the Autodesk App Store.

<h2>Overview</h2>
<p>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, and Primepoint is designed to understand them the way an experienced engineer does.</p>
<p>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.</p>
<h2>The Construction Knowledge Graph</h2>
<p>The result is a construction knowledge graph mapping 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.</p>
<p>That tag-level granularity is what distinguishes this from document search. Most platforms can find the page a door appears on; connecting that specific door to its hardware set, fire rating and approved submittal is a different technical problem.</p>
<h2>Verifiable Answers</h2>
<p>This structural understanding 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.</p>
<p>As one customer put it, in construction "almost correct isn't good enough." Primepoint is built for mathematical certainty over approximation - which is the necessary standard when an answer feeds a change order or a fabrication release.</p>
<h2>Features</h2>
<ul>
<li><strong>Drawing comprehension</strong> - vision-based AI reading linework, tags and cross-references, not just text</li>
<li><strong>Submittal review</strong> - checking submittals against project requirements</li>
<li><strong>RFI management</strong> - checking incoming RFIs against the contract documents and drafting new ones</li>
<li><strong>Revision narratives and overlays</strong> - generated automatically when new drawing sets are issued</li>
<li><strong>Marvin intelligence layer</strong> - ask any project question in plain English and get an instant, sourced answer</li>
</ul>
<p>Tasks that once took days of manual review can be prepared in minutes, so teams review and refine rather than start from scratch.</p>
<h2>Use Cases</h2>
<ul>
<li>Catching drawing and specification conflicts before they reach the field</li>
<li>Accelerating submittal and RFI turnaround during construction</li>
<li>Understanding what actually changed between drawing revisions</li>
<li>Answering project queries without manual document trawling</li>
<li>Reducing rework and change orders from preconstruction through closeout</li>
</ul>
<h2>Integrations</h2>
<p>Primepoint integrates natively with the systems teams already use, syncing drawings, submittals and RFIs directly with <strong>Autodesk Construction Cloud</strong> and <strong>Procore</strong> - so there are no manual uploads or disrupted workflows.</p>
<h2>Security</h2>
<p>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. Client data stays isolated.</p>
<p>For contractors, that last point is not a technicality - project documents contain commercially sensitive pricing and design information that cannot be allowed to leak into a shared model.</p>
<h2>Team</h2>
<p>Primepoint was built by a team with 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 includes senior product leaders from Atlassian, Uber and Microsoft, alongside construction veterans who managed large-scale projects at firms such as Webcor and Turner.</p>
<p>That pairing of AI research with lived construction experience is central to why the platform addresses both the technology and the real challenges of complex jobs.</p>
<h2>Who Uses Primepoint</h2>
<p>The platform is trusted by general contractors including Sundt Construction, Fortis Construction, Herrero Boldt Webcor, W.E. O'Neil, Milender White, and Bulley &amp; Andrews.</p>
<p>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.</p>

Primepoint's AI reads construction drawings, specs, RFIs and submittals into one knowledge graph, delivering sourced answers. Integrates with ACC and Procore.

Primepoint | AI Construction Drawing Intelligence

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.

<h2>Overview</h2>
<p>Paradigm is a structural design company delivering comprehensive civil and structural engineering design services for commercial, residential, industrial, and infrastructure projects across the globe. With decades of engineering expertise and a commitment to technical excellence, the firm helps clients transform complex concepts into practical, efficient, and buildable structural solutions.</p>
<p>Its multidisciplinary team collaborates closely with architects and project stakeholders to deliver engineering that meets project objectives while maintaining standards of quality, safety, and performance.</p>
<h2>Services</h2>
<ul>
<li>Structural engineering services</li>
<li>BIM services and structural BIM modeling</li>
<li>Steel structure design</li>
<li>Structural detailing and steel detailing</li>
<li>Rebar detailing</li>
<li>Precast detailing</li>
<li>Geotechnical engineering solutions</li>
<li>Engineering outsourcing</li>
</ul>
<p>By combining engineering knowledge with advanced digital technologies, Paradigm produces accurate structural designs and coordinated engineering documentation that improve communication, reduce project risks, and enhance construction efficiency.</p>
<h2>Structural Engineering</h2>
<p>The structural engineering practice focuses on designing safe, durable, and economical structures that perform efficiently throughout their intended lifespan. Using advanced methodologies and industry-leading software, the team produces optimised structural designs that support successful project execution.</p>
<p>A commitment to precision helps minimise construction issues, reduce material wastage, and improve coordination from concept through completion. Material optimisation is where structural engineering delivers its clearest financial return - reducing steel tonnage or concrete volume on a large frame moves the project budget in a way few other design decisions can.</p>
<h2>BIM and Structural BIM Modeling</h2>
<p>Paradigm's BIM capabilities enable project teams to achieve greater collaboration, improved visualisation, and enhanced coordination during every phase of design and construction. Advanced BIM workflows allow stakeholders to identify potential design conflicts before construction begins, reducing costly revisions and improving project planning.</p>
<p>Digital models also improve communication among engineers, architects, contractors, and clients, supporting smoother delivery and better decision-making across the project lifecycle.</p>
<h2>Detailing and Fabrication Support</h2>
<p>Expertise across steel structure design, structural detailing, steel detailing, rebar detailing, and precast detailing allows Paradigm to support a diverse range of structural systems and construction methodologies. Every model and drawing is developed with emphasis on constructability, fabrication accuracy, and compliance with standards of quality and accuracy.</p>
<p>That fabrication emphasis matters because detailing sits at the handover point between design and manufacture - a drawing that is analytically correct but not fabricable stops the job at the shop rather than on site.</p>
<h2>Sectors Served</h2>
<ul>
<li>Commercial buildings</li>
<li>Residential developments</li>
<li>Industrial facilities and manufacturing plants</li>
<li>Institutional buildings</li>
<li>Infrastructure projects</li>
</ul>
<p>Every project presents unique challenges, so the firm develops customised engineering solutions aligned with project specifications, design standards, and construction requirements while maintaining cost efficiency and structural reliability.</p>
<h2>Engineering Outsourcing</h2>
<p>Paradigm provides cost-effective engineering outsourcing that allows organisations to access experienced engineering professionals, improve operational efficiency, and manage demanding project schedules without compromising engineering standards.</p>
<h2>Working With Paradigm</h2>
<p>The firm holds that successful projects are built on collaboration, precision, and trust. Its structural design engineers work closely with clients at every stage, providing responsive communication, dependable technical support, and solutions addressing both current requirements and future project needs.</p>
<p>This client-focused approach has supported long-term relationships with organisations across global markets. Paradigm is a recognised structural engineering company in India, supporting projects of varying scale and complexity across multiple industry sectors.</p>

Paradigm delivers structural engineering, structural BIM modeling, steel structure design, steel, rebar and precast detailing, and geotechnical engineering worl

Paradigm | Structural Engineering & BIM Services

Paradigm

Paradigm is a structural design company delivering structural engineering, BIM services, structural BIM modeling, steel structure design, steel, rebar and precast detailing, and geotechnical engineering for commercial, residential, industrial and infrastructure projects worldwide.

<h2>Overview</h2>
<p>Page is a multidisciplinary design, architecture and engineering firm with 1,300+ staff and offices in the US and abroad. Its work consists largely of complex projects that benefit from integrated disciplines and that make a significant impact on the communities they serve.</p>
<p>The firm's positioning is captured in its own phrase - Think What's Possible - and its stated belief that design has the power to transform. Commitment to sustainability, social responsibility and innovation runs from reducing carbon emissions to fostering inclusive communities.</p>
<h2>Full-Service Design, Architecture and Engineering</h2>
<p>Page pairs the art and science of possibility with the practical question of how to make it happen. Experts across all disciplines work to find the best way forward and deliver solutions to complex projects. Because architecture and engineering sit under one roof, coordination that would otherwise cross company boundaries happens internally - which on technically demanding building types is where most programme risk is concentrated.</p>
<h2>Sectors and Project Types</h2>
<p>The firm's own framing of what design can achieve maps directly onto its core markets:</p>
<ul>
<li><strong>Workplace</strong> - inspiring environments people want to return to</li>
<li><strong>Education</strong> - learning environments that attract world-class students</li>
<li><strong>Healthcare</strong> - health centres designed to make care and lives better</li>
<li><strong>Science and research</strong> - research centres that speed innovation from lab to life</li>
<li><strong>Civic and government</strong> - a market the firm has served since its founding</li>
<li><strong>Sustainability-led design</strong> - greater sustainability from the inside out</li>
</ul>
<h2>The Power of Design</h2>
<p>Page holds that buildings matter more for what they do - the positive impact they make on individual lives - than for what they are. That distinction shapes how the firm approaches briefs: performance and human outcome ahead of formal expression.</p>
<h2>People</h2>
<p>The firm attributes its difference to its people, recruiting and hiring talent while making space for teams to celebrate individuality, bring new ideas into the process, and create work that improves lives.</p>
<h2>History</h2>
<p>In 1898, Charles Henry Page and his brother Louis Page formed Page Brothers, Architects, focusing on courthouses and public schools. Charles's son, Charles Henry Page Jr., joined following Louis's death in 1934.</p>
<p>A year later, Louis's son, Louis Charles Page Jr., partnered with his college roommate Louis Southerland to form the Austin-based firm Page and Southerland. Louis's brother George Page joined in 1939 and the name became Page Southerland Page. The firm shortened its name to Page in 2013.</p>
<h2>Acquisitions and Growth</h2>
<ul>
<li><strong>2022 - EYP</strong> - Page acquired the architectural and planning firm EYP, merging the Albany-based company's national offices and design portfolio</li>
<li><strong>2023 - Davis Brody Bond</strong> - Page acquired the New York City architecture firm whose notable projects include the National September 11 Memorial &amp; Museum, the Portico Gallery at the Frick Collection, and the National Museum of African American History and Culture</li>
</ul>
<p>Those two acquisitions brought significant civic and cultural credentials into a practice already strong in healthcare, science and workplace - a deliberate broadening rather than simple scale-up.</p>
<h2>Global Presence</h2>
<p>As of 2024, Page operated 21 offices across the United States, Mexico and the United Arab Emirates.</p>
<h2>Who Page Works With</h2>
<ul>
<li>Health systems and academic medical centres</li>
<li>Universities, colleges and school districts</li>
<li>Federal, state and municipal government agencies</li>
<li>Corporate occupiers and developers</li>
<li>Research institutions and science and technology clients</li>
<li>Cultural institutions and museums</li>
</ul>

Page is a 1,300-person architecture and engineering firm designing healthcare, education, workplace, science and civic projects across 21 offices worldwide.

Page | Architecture, Engineering & Design Firm

Page

We’re a multidisciplinary design, architecture and engineering firm with 1,300+ talented staff and offices in the U.S. and abroad. Our work consists largely of complex projects that benefit from our integrated disciplines and that make a significant impact on the communities they serve.

<h2>Overview</h2>
<p>At Outlook Designheed Consultants Pvt. Ltd., the team comprises experienced architects, engineers, and planners who understand both the broader vision and the finer technical details of every project. As the practice puts it, Designheed offers more than design services - it offers solutions.</p>
<p>Services span BIM execution, MEP system design, architectural and interior drawings, 3D visualisation, CAD drafting and project management consultancy. The firm has delivered 340+ successful projects, built a team of 150+ skilled professionals, and partnered with more than 90 clients across sectors, with an expanding presence in the United States and UAE alongside its Indian base.</p>
<h2>Part of the HLK Group</h2>
<p>Outlook Designheed is part of the HLK Group, established in 1952 by Sri Hari Lal Kukreja in Punjab, whose legacy began with pioneering government projects in the construction and infrastructure sector. That lineage gives the design consultancy an unusual asset - a parent group with decades of delivery experience on the construction side, which tends to keep documentation grounded in what actually gets built.</p>
<h2>BIM Advisory Services</h2>
<p>Designheed specialises in BIM advisory services that equip architects, engineers, and construction specialists to adopt and optimise Building Information Modeling processes across the project lifecycle. BIM is increasingly understood not merely as a tool but as a strategic technique for maximising efficiency, coordination, and risk management, and the advisory service is built to help firms move from conventional workflows to data-enhanced processes.</p>
<p>The BIM advisory offer includes:</p>
<ul>
<li>BIM implementation plan and roadmap strategy</li>
<li>Organisational and project-based BIM evaluations</li>
<li>BIM standardisation and template creation</li>
<li>Integration of BIM with project management systems</li>
<li>Revit standards implementation and upkeep through professional Revit consulting</li>
<li>BIM training courses for team members and stakeholders</li>
<li>Integrated support across facilities management, construction and design</li>
<li>Auditing and improvement of existing BIM modeling processes</li>
<li>Ongoing mentoring and team capability building in BIM</li>
</ul>
<p>The inclusion of auditing and mentoring alongside implementation is worth noting. Most BIM adoption failures are not technical - they happen because standards are written once and never enforced, so a service that revisits and audits them addresses the actual failure mode.</p>
<h2>Design and Engineering Services</h2>
<ul>
<li><strong>Architectural design and drawings</strong> - concept through construction documentation</li>
<li><strong>Interior design</strong> - detailing and specification</li>
<li><strong>MEP system design</strong> - mechanical, electrical and plumbing coordination</li>
<li><strong>Structural and civil engineering</strong> support</li>
<li><strong>3D visualisation</strong> - rendering and presentation material</li>
<li><strong>CAD drafting</strong> - from single-family home plans to large multi-unit commercial projects</li>
<li><strong>Project management consultancy</strong></li>
</ul>
<h2>Why Firms Choose Designheed</h2>
<ul>
<li><strong>Experienced CAD professionals</strong> - a team versed in everything from small single-family home plans to large multi-unit commercial projects</li>
<li><strong>Custom solutions</strong> - approaches tailored to new construction, remodelling or any other scope</li>
<li><strong>Reliable and on time</strong> - clients receive finished drafts on average 30% sooner than the guaranteed term, without compromising quality</li>
<li><strong>Design intent understood</strong> - beyond precise layouts, complex architectural projects require genuine engagement with the vision behind the design</li>
</ul>
<h2>Outsourced CAD and BIM Production</h2>
<p>Many firms outsource CAD drafting to specialists to save time, reduce overhead costs, and have projects handled by expert drafters. For practices facing variable workload, this converts a fixed staffing cost into a variable one - which is the underlying commercial case for outsourced production regardless of discipline.</p>
<h2>Who Designheed Works With</h2>
<ul>
<li>Architecture practices needing production or BIM capability</li>
<li>Engineering consultancies</li>
<li>Construction firms and contractors</li>
<li>Developers and project owners</li>
<li>Facilities management teams</li>
<li>Organisations implementing BIM standards for the first time</li>
</ul>
<h2>International Reach</h2>
<p>Designheed delivers architecture, interior and engineering services tailored to both local and international standards, with an expanding presence in the United States and UAE alongside operations in India.</p>

Outlook Designheed delivers BIM advisory, Revit consulting, MEP design, architectural drawings, 3D visualisation and CAD drafting from India, the USA and UAE.

Designheed | BIM Advisory, Revit & CAD Consultancy

Outlook Designheed Consultants Pvt Ltd

Outlook Designheed Consultants is an architecture, engineering and BIM consultancy delivering BIM advisory, Revit consulting, MEP design, architectural and interior drawings, 3D visualisation, CAD drafting and project management. Part of HLK Group, with 340+ projects and 150+ staff.

<h2>Overview</h2>
<p>Nonica is the developer of NonicaTab, a Revit plugin that consolidates the most popular Revit tools into a single customisable toolbar and connects Autodesk Revit to AI. The company's positioning is direct: one Revit tab, not twelve.</p>
<p>Blanca Serrano and Jaime Alonso developed the first version of NonicaTab at the end of 2020. Since then its features have changed how many Autodesk Revit and Dynamo professionals work. The team has been an Autodesk Authorised Developer since March 2021, and an official Anthropic integration partner since 2025. NonicaTab is trusted by more than 43,000 Revit professionals.</p>
<h2>Key Features</h2>
<ul>
<li><strong>One consolidated toolbar</strong> - the most popular Revit tools gathered in one place rather than spread across a dozen separate plugins</li>
<li><strong>AI Connector for Revit</strong> - ask Claude to read, report on, or modify a Revit model directly</li>
<li><strong>Customisable toolbars</strong> - firms configure Revit ribbons with the tools they actually use</li>
<li><strong>Dynamo integration</strong> - publish and share Dynamo scripts as native Revit buttons, with no coding required</li>
<li><strong>Export and import</strong>, Connect &amp; Protect, and reporting graphs</li>
<li><strong>Custom branding</strong> and flexible licensing for firm-wide rollout</li>
</ul>
<p>The Dynamo-to-button capability addresses a familiar practical problem: a useful script written by one person tends to stay with that person, because colleagues will not open Dynamo to run it. Turning it into a ribbon button is what makes it a firm asset rather than an individual one.</p>
<h2>AI Connector for Revit</h2>
<p>The AI Connector is Nonica's most distinctive feature and an official Anthropic integration. In the PRO tier Claude has full access across more than 50 tools and can report on, edit parameters within, and document a model. The free tier provides read-only access across 36 tools, so Claude can analyse and report but not modify.</p>
<p>The read-only free tier is a sensible design choice - it lets teams evaluate AI model interrogation without any risk of unintended changes to live project models.</p>
<h2>Pricing</h2>
<ul>
<li><strong>NonicaTab FREE</strong> - 0 EUR, roughly 20% of PRO features: 12 popular tools, limited read-only AI Connector, basic support, with extra tools available at 25 EUR each</li>
<li><strong>NonicaTab PRO</strong> - 85 EUR per member per year: all 38 popular tools, full AI Connector, export/import, Connect &amp; Protect, reporting graphs, webinars and recordings, flexible licensing and custom branding</li>
<li><strong>Enterprise</strong> - pay per session, with all PRO features plus Genius support</li>
</ul>
<p>Compatibility runs from Revit 2020 through to Revit 2027.</p>
<h2>Who It Is For</h2>
<ul>
<li><strong>Profile</strong> - architecture and engineering firms using Autodesk Revit</li>
<li><strong>Size</strong> - organisations with more than 10 BIM professionals</li>
<li><strong>Needs</strong> - teams tired of broken plugins and ready to bring AI into Revit</li>
</ul>
<h2>Use Cases and Rollout</h2>
<p>Nonica sets out a four-step adoption path for teams implementing AI in Revit:</p>
<ol>
<li><strong>Test it</strong> - review and fix a Revit model with the Claude Desktop App using the 30-day free trial from the Autodesk App Store</li>
<li><strong>Prepare it</strong> - write standard prompts and save them as Projects in the Claude Desktop App</li>
<li><strong>Share it</strong> - implement across a small team of 10 to 15 colleagues, sharing prompts via Claude Teams or Enterprise</li>
<li><strong>Deploy it</strong> - roll out organisation-wide with an MSI installer, updated remotely as needed</li>
</ol>
<h2>Who Uses NonicaTab</h2>
<p>Users include WSP, AECOM, Skanska, Arup, Buro Happold, EllisDon, FCC, Infrabuild and Sweco. The plugin is available on the Autodesk App Store and has been featured by The Building Coder, BIM Pure, Butic, Zigurat and TU Delft, which lists it among its student software tools.</p>
<h2>Team</h2>
<p><strong>Jaime Alonso, Co-founder and CTO</strong> - combined work as an architect with advanced Autodesk Revit API programming before co-founding Nonica. He contributes to several open-source projects and speaks at BIM user groups, educational institutions and events including Autodesk DevCon and TU Delft.</p>
<p><strong>Blanca Serrano, Co-founder and COO</strong> - previously worked in project management and team coordination, and is responsible for customer relations alongside administrative, commercial and accounting functions, sharing leadership of product development.</p>
<h2>Related Resources</h2>
<p>Nonica also maintains the Revit API Documentation and Civil 3D API Documentation reference sites, the A.I. Connector for Revit and Revit MCP projects, BIM Events World, and a webinar community. The company operates from Barcelona, Spain, with a presence in the Netherlands.</p>

NonicaTab consolidates 38 Revit tools into one toolbar with an AI Connector for Claude. Free and PRO plans, Revit 2020-2027, 43,000+ users.

Nonica | NonicaTab Revit Plugin & AI Connector

Nonica.io

Nonica builds NonicaTab, a Revit plugin consolidating 38 popular tools into one toolbar with an AI Connector letting Claude read, report on and edit Revit models. Autodesk Authorised Developer, free and PRO pricing, used by 43,000+ professionals.

<h2>Overview</h2>
<p>Negbuy is a provider of advanced industrial and engineering solutions, specialising in energy systems, automation technology, electrical infrastructure, EV and solar solutions, turbines, and oil and gas equipment. The company delivers high-performance products and services designed to boost efficiency, sustainability, and reliability across global industries.</p>
<p>In a fast-evolving industrial and energy landscape, businesses require partners offering not just products but end-to-end solutions that support growth, efficiency, and sustainability. Negbuy combines marketplace expertise with technical know-how in engineering and industrial systems, helping clients optimise performance, lower operational costs, and accelerate digital maturity.</p>
<p>The company is headquartered in Noida, Uttar Pradesh, India, and serves clients across India, the UAE, Oman, and Hong Kong.</p>
<h2>EV and Solar Power Solutions</h2>
<p>Negbuy is a participant in the shift toward clean energy and sustainable mobility. Its EV charging infrastructure and solar power systems enable businesses and communities to adopt greener practices while reducing long-term energy costs.</p>
<p>These are the offerings that intersect most directly with the built environment. EV charging provision has moved from an amenity to a planning requirement in many jurisdictions, and rooftop or ground-mounted solar is now a routine part of commercial and institutional development rather than an add-on.</p>
<h2>Electrical Infrastructure and Automation</h2>
<p>Industrial productivity increasingly depends on automation and electrical control systems. Negbuy supplies automation solutions intended to streamline operations, reduce human error, and improve safety, alongside electrical infrastructure products and control systems that support smarter, more efficient processes.</p>
<p>For facilities teams, building management and control systems sit on the same technology stack as industrial automation, which is where this capability becomes relevant to building operations as well as manufacturing.</p>
<h2>Energy Management and Turbine Solutions</h2>
<p>Negbuy specialises in energy efficiency and power generation, supplying turbine components and services for gas, steam, and wind turbines. These offerings are designed to boost performance, enhance reliability, and reduce maintenance expenditure, helping power plants and industrial facilities operate optimally while minimising fuel costs and downtime.</p>
<h2>Oil and Gas Equipment and Engineering Support</h2>
<p>In the highly regulated oil and gas sector, Negbuy supplies engineered solutions that enhance safety, efficiency, and operational continuity - from instrumentation and control systems through to power backup solutions, designed for resilience in demanding environments.</p>
<h2>Marine and Offshore Technologies</h2>
<p>For industries operating at sea, Negbuy delivers marine solutions including automation, navigation systems, and power distribution units, helping vessels and offshore platforms maintain performance, comply with regulatory standards, and withstand extreme conditions.</p>
<h2>Why Clients Choose Negbuy</h2>
<ul>
<li><strong>Innovation and quality</strong> - a foundation in engineering, with continuous adaptation to technological advances and industry trends</li>
<li><strong>Customer-centric approach</strong> - teams focus on understanding client needs and tailoring services accordingly, whether for small industrial setups or large-scale energy projects</li>
<li><strong>Global presence</strong> - operating across India, the UAE, Oman and Hong Kong, combining international reach with localised expertise</li>
<li><strong>Diverse portfolio</strong> - marketplace breadth combined with deep technical capability, distinguishing the company from a conventional supplier</li>
</ul>
<h2>Use Cases</h2>
<ul>
<li>EV charging infrastructure for commercial developments, workplaces and public estates</li>
<li>Solar power systems for commercial, institutional and community buildings</li>
<li>Electrical infrastructure and control systems for facilities and industrial plants</li>
<li>Building and industrial automation deployments</li>
<li>Turbine maintenance and performance improvement for power generation assets</li>
<li>Instrumentation and power backup for oil, gas and offshore operations</li>
</ul>
<h2>Who Negbuy Works With</h2>
<p>Clients include power plants and energy producers, industrial and manufacturing facilities, infrastructure developers, oil and gas operators, marine and offshore operators, and organisations investing in EV charging or solar generation.</p>
<h2>Getting in Touch</h2>
<p>Businesses seeking industrial automation, energy management systems, turbine parts, or sustainable engineering technologies can reach Negbuy through its website. The head office is at G-21 Sector-3, Noida, Uttar Pradesh, India.</p>

Negbuy supplies EV charging infrastructure, solar power systems, electrical infrastructure, automation, turbine components and oil and gas equipment across Asia

Negbuy | EV, Solar & Industrial Energy Solutions

Negbuy private limited

Negbuy supplies industrial and engineering solutions across energy and infrastructure, including EV charging infrastructure, solar power systems, electrical infrastructure, building automation, turbine components and oil and gas equipment, serving clients in India, UAE, Oman and Hong Kong.

<h2>About NEDES</h2>
<p>NEDES is the Mid-Atlantic's trusted solar installer, serving Maryland, Pennsylvania, Virginia, Delaware and Washington DC. The company specialises in solar panel installation, solar battery systems and critter guards, handling everything from free solar estimates and site inspections through professional installation to ongoing support.</p>
<p>NEDES has been in the solar panel market for more than 25 years. Its installer team is fully licensed and NABCEP-certified where applicable, and is committed to leveraging net metering policies alongside available incentives including property tax exemptions and SREC opportunities.</p>
<h2>Services</h2>
<h3>Residential Solar Panel Installation</h3>
<p>NEDES helps homeowners cut bills and gain energy independence. The team analyses roof orientation, shading and energy consumption to design an optimised solar panel system. Permitting and grid interconnection are handled by NEDES, managing every detail for a hassle-free experience.</p>
<p>Those two items - permitting and interconnection - are where most residential solar projects actually stall, since both depend on third-party timelines rather than installation capacity.</p>
<h3>Battery and Equipment Installation</h3>
<p>Battery storage systems provide blackout protection and allow households to shift stored energy into peak-rate periods rather than exporting it.</p>
<h3>System Add-On Panels</h3>
<p>For clients who have outgrown an existing setup, NEDES expands current solar arrays with high-yield add-on panels and advanced dual-MPPT inverters, boosting a home's kilowatt output without voiding warranties. New photovoltaic hardware is integrated into the original array.</p>
<h3>EV Charger Installation</h3>
<p>NEDES supplies Level 2 EV charger installations delivering up to 48A (11.5kW) or rapid charging power. Electricians use dedicated 60-amp THHN wiring for hardwired stations, guaranteeing NEC-compliant charging.</p>
<h3>Critter Guards</h3>
<p>Mesh guarding around panel arrays prevents birds and rodents nesting beneath modules - a common cause of wiring damage and lost output that is far cheaper to prevent than to remediate.</p>
<h2>Why Clients Choose NEDES</h2>
<ul>
<li><strong>$1,000 referral savings</strong> - when a satisfied NEDES customer refers a new client, that client receives $1,000 off their full solar installation cost after completion</li>
<li><strong>Align Solar Protection partnership</strong> - every NEDES system includes lifetime coverage on the entire solar setup through an exclusive insurance partnership</li>
<li><strong>Tesla Powerwall Certified Installer</strong> - factory-backed Powerwall batteries with blackout protection and daily energy savings</li>
<li><strong>Free site inspection and quote</strong>, plus free consultation sessions</li>
<li><strong>24/7 customer support</strong></li>
<li><strong>Off-grid solutions</strong> for properties without reliable grid access</li>
</ul>
<p>NEDES was named Virginia's top installer in 2025 and works with hardware partners including Tesla, Enphase and Pearl.</p>
<h2>Transparent Estimating</h2>
<p>NEDES provides all-inclusive solar estimates with no hidden fees. The team shows how available incentives, net metering and financing options - including $0-down leases and PPAs in some cases - reduce the effective cost and accelerate payback. Each free estimate provides a precise breakdown for the property, including projected savings over 25 years.</p>
<p>The 25-year projection matters because solar economics are driven by payback period rather than upfront cost, and that calculation shifts substantially with local incentive structures.</p>
<h2>Service Areas</h2>
<ul>
<li><strong>Maryland</strong> - including Silver Spring, Bethesda, Bel Air and Gaithersburg</li>
<li><strong>Virginia</strong> - including Richmond, Virginia Beach, Newport News, Chesapeake, Suffolk, Alexandria, Hampton, Norfolk, Arlington and Roanoke</li>
<li><strong>Pennsylvania</strong></li>
<li><strong>Delaware</strong></li>
<li><strong>Washington DC</strong></li>
<li><strong>Texas</strong> - including South Houston</li>
<li><strong>Georgia</strong> - including Columbus and Augusta</li>
<li><strong>North Carolina</strong></li>
</ul>
<p>Regional offices are maintained in Virginia, Pennsylvania and Texas.</p>
<h2>Project Portfolio</h2>
<p>The company documents completed installations across residential rooftops, commercial buildings and battery integrations, with high-efficiency panel installations in Virginia and high-capacity battery systems in Pennsylvania.</p>

NEDES installs residential and commercial solar panels, battery storage and EV chargers across Maryland, Virginia, Pennsylvania, Delaware and DC. Tesla certifie

NEDES | Mid-Atlantic Solar, Battery & EV Installation

Nedes Engineering

NEDES is a Mid-Atlantic solar installation company delivering residential and commercial solar panel systems, battery storage, EV charger installation and critter guards across Maryland, Virginia, Pennsylvania, Delaware, DC, Texas and Georgia. Tesla Powerwall certified.

<h2>About Milestone PLM Solutions</h2>
<p>Milestone PLM Solutions is a trusted engineering design partner committed to delivering high-quality BIM, CAD, and product development services to clients across the globe. A USA-based engineering design and BIM services company operating since 2004, it has built a foundation in engineering and design that makes it a reliable partner for companies seeking accuracy, innovation, and efficiency.</p>
<p>The team of skilled engineers, architects, and designers collaborates closely with clients to transform ideas into reality, ensuring projects are executed seamlessly from concept to completion.</p>
<h2>Mission</h2>
<p>The core mission is to provide design and engineering solutions that not only meet but exceed client expectations. Today's industries demand faster project delivery, reduced costs, and high precision at every stage of execution, so Milestone combines advanced technology with engineering expertise to create solutions that drive efficiency, accuracy, and long-term value.</p>
<p>Whether construction, product development, or infrastructure design, the firm brings a mix of creativity and technical knowledge to every project.</p>
<h2>BIM Services</h2>
<p>Milestone provides comprehensive Building Information Modeling solutions covering 3D, 4D, and 5D requirements:</p>
<ul>
<li>Detailed modeling across disciplines</li>
<li>Clash detection and coordination</li>
<li>Project management support</li>
</ul>
<p>By leveraging BIM, clients achieve improved collaboration, streamlined workflows, and enhanced project outcomes with reduced risks and errors. The progression from 3D geometry to 4D sequencing and 5D cost is where BIM stops being a drawing tool and starts informing programme and budget decisions.</p>
<h2>Architectural Services</h2>
<p>The architectural team delivers creative, detailed, and client-focused solutions in design, drafting, and visualisation. From concept development to technical drawings, services cover residential, commercial, and industrial projects, ensuring designs are aesthetically appealing while remaining functional and practical.</p>
<h2>Millwork Services</h2>
<p>Milestone specialises in precision-driven millwork, bringing cabinetry, joinery, and custom woodwork projects to life. Working closely with manufacturers, contractors, and designers, the team ensures every detail is captured accurately, enabling smoother production and flawless execution.</p>
<p>Millwork drawings are unforgiving in this respect - the fabricator cuts directly from them, so an ambiguous dimension becomes scrapped material rather than a query.</p>
<h2>Structural Services</h2>
<p>Structural engineering services include modeling, detailing, and analysis, ensuring safe and reliable outcomes for construction projects. The focus is on efficient designs that meet safety standards while optimising material usage and construction time - from small-scale structures to large, complex projects.</p>
<h2>MEP Services</h2>
<p>Milestone delivers end-to-end Mechanical, Electrical, and Plumbing modeling, coordination, and design support. The team ensures building systems are designed for maximum efficiency, minimising clashes and delays during construction, and offers integrated MEP solutions that help create sustainable, functional, and cost-effective building environments.</p>
<h2>CAD Drafting and Detailing</h2>
<p>Accuracy sits at the core of the CAD drafting and detailing service. Milestone provides high-precision 2D and 3D drafting, documentation, and detailing across a wide range of engineering and construction projects. Attention to detail ensures clients receive production-ready drawings that reduce errors and improve project efficiency.</p>
<h2>Product Design and Development</h2>
<p>From initial concept to prototype, Milestone offers product design and development solutions that help clients bring product ideas to market faster, with designs balancing creativity, functionality, and manufacturability. Advanced tools and design thinking enable businesses to innovate with confidence.</p>
<p>Holding both AEC and product design capability in one team is unusual, and useful where the two meet - fa&ccedil;ade systems, modular components and building products all sit across that boundary.</p>
<h2>Who Milestone Works With</h2>
<ul>
<li>Architects and design practices</li>
<li>Structural and MEP engineering consultancies</li>
<li>General contractors and subcontractors</li>
<li>Millwork fabricators and joinery shops</li>
<li>Manufacturers, OEMs and product developers</li>
<li>Developers and building owners</li>
</ul>
<h2>Working With Milestone</h2>
<p>Milestone believes in building long-term partnerships by delivering solutions that are reliable, cost-effective, and tailored to each client's unique needs. Its goal is to empower industries with smarter design solutions that add value at every stage of the project lifecycle.</p>

Milestone PLM Solutions delivers 3D, 4D and 5D BIM, architectural, structural, MEP and millwork services, CAD drafting and product design for AEC clients global

Milestone PLM Solutions | BIM, CAD & Engineering Design

Milestone PLM Solutions, Inc.

Milestone PLM Solutions is a USA-based engineering design and BIM services company delivering 3D, 4D and 5D BIM, architectural, structural, MEP and millwork services, CAD drafting and product design for AEC and manufacturing clients worldwide since 2004.

<h2>About nCircle Tech</h2>
<p>nCircle Tech, founded with a vision to revolutionise design automation, has grown into a leading provider of AI-powered solutions, cloud workflows, and CAD/BIM customisation, transforming AEC and manufacturing industries globally.</p>
<p>The company's expertise in CAD/BIM customisation, point cloud processing, and AI-driven automation empowers businesses to streamline design processes, reduce inefficiencies, and enhance project accuracy. With a commitment to innovation and digital transformation, nCircle Tech has positioned itself as a technology partner for businesses looking to optimise workflows in an increasingly competitive industry.</p>
<h2>Software Integration and Custom Development</h2>
<p>A key differentiator is nCircle Tech's deep integration with industry-leading software:</p>
<ul>
<li>Autodesk Revit and AutoCAD</li>
<li>Vectorworks</li>
<li>Rhino</li>
<li>SolidWorks</li>
<li>Bentley Systems</li>
</ul>
<p>By developing custom plugins, automation scripts, and AI-driven tools, the company enables engineers, architects, and manufacturers to improve design efficiency, project coordination, and data accuracy. The ability to integrate these technologies into existing workflows makes nCircle Tech a preferred choice for businesses seeking customised automation.</p>
<p>That breadth across both AEC and mechanical CAD platforms is uncommon - most development shops specialise in one ecosystem, because the APIs and data models differ substantially.</p>
<h2>AI and Machine Learning</h2>
<p>Beyond automation, nCircle Tech drives innovation through AI and machine learning, offering intelligent design optimisation and predictive analytics. Its AI-powered tools help businesses:</p>
<ul>
<li>Make data-driven decisions</li>
<li>Automate quality control</li>
<li>Generate optimised design alternatives</li>
</ul>
<p>This reduces manual work while enhancing precision, so projects are executed with greater efficiency and fewer errors.</p>
<h2>Point Cloud Processing and Scan-to-BIM</h2>
<p>With advances in laser scanning technology, companies increasingly rely on point cloud data to create accurate digital representations of physical structures. nCircle Tech's AI-driven point cloud processing tools enable faster, more accurate conversion of 3D scans into intelligent BIM models.</p>
<p>This is invaluable for renovation, restoration, and large-scale infrastructure projects, where the accuracy of existing-conditions data determines whether a design intervention fits as drawn.</p>
<h2>Cloud-Based Engineering Workflows</h2>
<p>The company's cloud workflows facilitate seamless collaboration between remote teams, ensuring design changes, updates, and approvals happen in real time:</p>
<ul>
<li>Cloud-hosted BIM model sharing</li>
<li>Automated data synchronisation</li>
<li>Real-time project tracking</li>
</ul>
<p>This allows engineering teams to work efficiently and collaboratively regardless of location.</p>
<h2>Partnerships and Recognition</h2>
<p>nCircle Tech's industry standing is evident through its partnerships and recognitions, including collaboration with the Bentley Developer Network and recognition as a finalist in the Building Innovation Awards 2024 under Best Use of Visualization Technology.</p>
<h2>Sectors Served</h2>
<ul>
<li>Architecture, engineering and construction</li>
<li>Manufacturing</li>
<li>Infrastructure</li>
<li>Renovation and restoration</li>
</ul>
<h2>Why AEC Firms Work With nCircle Tech</h2>
<p>Businesses need intelligent, future-ready solutions to stay competitive. nCircle Tech delivers automation, AI-driven innovation, and workflow optimisation - helping AEC and manufacturing firms achieve faster project delivery, improved cost efficiency, and superior design accuracy.</p>
<p>By continuously pushing the boundaries of CAD/BIM automation, AI, and cloud technology, the company positions itself not merely as keeping up with industry trends but as helping define them. As businesses move towards smarter, more automated engineering processes, nCircle Tech serves as a partner in their digital transformation.</p>
<h2>Design Automation in Practice</h2>
<p>The commercial case for design automation rests on repetition. Where a firm produces the same category of drawing or model repeatedly - unit types, equipment layouts, fabrication details - a custom script converts hours of manual work into minutes, and the investment pays back across every subsequent project rather than only the first.</p>
<h2>Typical Engagements</h2>
<ul>
<li>Custom plugin development against an existing CAD or BIM platform</li>
<li>Point cloud to BIM conversion at volume</li>
<li>Cloud workflow implementation for distributed teams</li>
<li>AI-assisted quality checking of models against firm or project standards</li>
<li>Design automation and configurator development for manufacturers</li>
</ul>

nCircle Tech builds custom CAD/BIM plugins, AI design automation, point cloud to BIM and cloud engineering workflows for AEC and manufacturing firms.

nCircle Tech | CAD/BIM Automation & AI Development

nCircle Tech

We develop custom software and provide BIM services, specializing in the AEC and Manufacturing sectors. Some of our products include: BIM cloud importer, CAD-BIM Plugins, BIM Model Rule Checker, and more. 

<h2>About Morroni</h2>
<p>Morroni is a Munich-based Computational Design Studio operating at the intersection of architecture, design, and advanced technology. Combining expertise in parametric design, digital fabrication, DfAM, and automation, the studio develops custom workflows to solve complex design challenges across industries - from architecture and automotive to consumer, medical, and industrial applications.</p>
<p>Its work spans computational and generative design, additive manufacturing, digital fabrication, and large-scale 3D printed architecture using sustainable materials. Morroni conducts innovative research and develops novel design methodologies and parametric systems, using processes that shift the boundaries of what is possible in design.</p>
<h2>Computational Design</h2>
<p>Morroni solves complex design problems with the help of code, algorithms, and advanced computer processing, enabling tailor-made efficient design and architecture.</p>
<ul>
<li>Parametric design</li>
<li>Generative design</li>
<li>Iterative and performative models</li>
<li>Complex modelling</li>
<li>Smart patterns and surface texturing</li>
<li>Dashboarding and visualisations</li>
</ul>
<h2>Design for Additive Manufacturing (DfAM)</h2>
<p>With strong experience in design for additive manufacturing, architecture, and construction, the studio solves problems from large-scale additive manufacturing to custom G-code and toolpath generation.</p>
<ul>
<li>Design for additive manufacturing</li>
<li>Lattice structures</li>
<li>Custom toolpath and G-code generation</li>
<li>Design for 3DCP, FGF and SLS processes</li>
</ul>
<p>Writing toolpaths directly is a meaningful distinction. Most design-for-print work stops at geometry and hands off to slicing software; controlling the G-code means controlling how the material is actually deposited, which on large-scale concrete printing determines whether the structure stands up.</p>
<h2>Design for Digital Fabrication</h2>
<p>Morroni works towards closing the "digital chain" from design to fabrication with parametric 3D planning, optimisation and digital production. The studio handles data preparation and ensures all individual parts fit together.</p>
<ul>
<li>Closing the digital chain from design to production</li>
<li>Design to production</li>
<li>Data-driven design</li>
<li>Design optimisation and rationalisation</li>
</ul>
<h2>Automation and Mass Customisation</h2>
<p>Design at scale. Morroni helps clients automate their design processes, realising true mass customisation, configurators, and new design workflows tailored to specific requirements using state-of-the-art generative tools.</p>
<ul>
<li>Design at scale</li>
<li>Design automation</li>
<li>Design processes</li>
<li>Reusable workflows</li>
<li>Batch processing</li>
</ul>
<h2>3D Printed Architecture</h2>
<p>Morroni has developed design and software solutions for 3D printing multifunctional architecture and interior applications from recycled materials, addressing some of the most critical challenges facing the construction industry today.</p>
<ul>
<li>True large additive manufacturing</li>
<li>Functional integrated design</li>
<li>Circular building solutions</li>
</ul>
<p>Combining recycled feedstock with printed architecture targets two problems at once - construction waste and embodied carbon - which is why circular material strategies and additive manufacturing increasingly appear together.</p>
<h2>Consulting and Workshops</h2>
<p>With a background in academia and teaching, Morroni consults on bringing digital planning, fabrication and automation processes to the next level.</p>
<ul>
<li>Consulting</li>
<li>Workshops</li>
<li>Teaching</li>
</ul>
<h2>Collaboration</h2>
<p>Morroni is a studio where multiple disciplines come together, with experience in parametric design, architecture, digital fabrication, creative coding, DfAM and automation. It is highly collaborative, working directly with clients or partnering with agencies worldwide to provide market-leading solutions.</p>
<h2>Sectors Served</h2>
<ul>
<li>Architecture and construction</li>
<li>Interior design and installations</li>
<li>Automotive</li>
<li>Consumer products</li>
<li>Medical</li>
<li>Industrial applications</li>
</ul>
<p><em>NEVER NOT COMPUTING // shaping vertices, voxels &amp; attributes</em></p>
<h2>Research and Methodology</h2>
<p>Alongside client work, Morroni conducts research into novel design methodologies and parametric systems. The studio's academic background feeds this directly - computational design advances tend to emerge from research settings before reaching practice, and a studio active in both moves between them faster than one operating only commercially.</p>
<h2>Who Morroni Works With</h2>
<ul>
<li>Architects and design practices needing parametric or generative capability they do not hold in-house</li>
<li>Product and industrial designers requiring design automation or configurators</li>
<li>Manufacturers adopting additive manufacturing at production scale</li>
<li>Construction firms exploring 3D printed building components</li>
<li>Agencies partnering on specialist computational work</li>
<li>Teams seeking training in digital planning and fabrication</li>
</ul>

Morroni is a Munich computational design studio working in parametric design, DfAM, digital fabrication, automation and 3D printed architecture from recycled ma

Morroni | Computational Design & 3D Printed Architecture

Morroni Computational Design

Morroni is a Munich-based Computational Design Studio where multiple disciplines come together. With experience in parametric design, architecture, digital fabrication, creative coding, DfAM, automation, and more, the studio pushes forward to bring complex ideas into reality.

<h2>About Modelo Tech Studio</h2>
<p>Modelo Tech Studio is a distinguished leader in architectural BIM modeling, dedicated to elevating the standards of modern design, construction, and project coordination. With deep expertise and a multidisciplinary team of BIM specialists, the studio supports projects across residential, commercial, industrial, healthcare, hospitality, and hydropower sectors.</p>
<p>Its ability to adapt to varying project complexities while maintaining accuracy and consistency has made it a preferred partner for architects, engineers, contractors, and owners.</p>
<h2>3D, 4D and 5D BIM</h2>
<p>At the core of the service is a commitment to delivering highly detailed and intelligent BIM models that enhance decision-making, improve constructability, and streamline execution.</p>
<ul>
<li><strong>3D modeling</strong> - precise geometry and coordination across architectural, structural, and MEP components</li>
<li><strong>4D modeling</strong> - construction sequencing and scheduling data integrated to provide a clear visual timeline that enhances planning and minimises delays</li>
<li><strong>5D BIM</strong> - cost information incorporated to enable more reliable budgeting, accurate forecasting, and informed financial planning</li>
</ul>
<h2>Clash Detection and Coordination</h2>
<p>Modelo Tech Studio excels in clash detection and coordination, processes that significantly reduce rework and field conflicts. By identifying clashes early in the design stage, the team helps stakeholders avoid costly delays and ensures construction proceeds smoothly.</p>
<h2>Design Assist</h2>
<p>Design assist services support architects and engineers by improving documentation clarity, engineering coordination, and material management. This level of detail allows project teams to make well-informed decisions and maintain greater control over project budgets.</p>
<h2>Asset Data Integration</h2>
<p>For owners and facility managers, asset data integration brings long-term value. Essential facility information is embedded into BIM models, creating intelligent digital assets that support operations, maintenance, and lifecycle management long after construction is complete.</p>
<p>This is where the return on modeling investment extends well past handover - a model carrying accurate asset data becomes an operations tool rather than a design artefact.</p>
<h2>Laser Scanning and Scan-to-BIM</h2>
<p>A major strength differentiating Modelo Tech Studio is its proficiency in laser scanning and scan-to-BIM technology. Using highly accurate 3D laser scanners, the team captures existing site conditions and converts them into detailed, data-rich BIM models.</p>
<p>These models serve as the foundation for renovation, restoration, and complex retrofit projects, ensuring design teams work with reliable, real-world data. This minimises assumptions, eliminates guesswork, and significantly improves project accuracy from the outset - which matters most on retrofit work, where original drawings frequently do not match what was actually built.</p>
<h2>Sectors Served</h2>
<ul>
<li>Residential</li>
<li>Commercial</li>
<li>Industrial</li>
<li>Healthcare</li>
<li>Hospitality</li>
<li>Hydropower</li>
</ul>
<p>The hydropower capability is unusual for an architectural BIM practice and points to experience with heavy civil and infrastructure geometry alongside building work.</p>
<h2>Mission and Approach</h2>
<p>The studio's mission is rooted in delivering high-quality, tailored BIM/VDC solutions that drive smarter, faster, and more collaborative construction processes. It combines innovations in digital modeling with proven industry methodologies, grounded in transparency, precision, and an understanding of modern building requirements.</p>
<p>Through optimised workflows, enhanced coordination, and comprehensive BIM insights, the team helps reduce risk, accelerate timelines, and increase design confidence.</p>
<h2>Working With Modelo Tech Studio</h2>
<p>As the studio puts it, it does not simply create models - it creates digital environments that empower better decisions, improve performance, and support the future of the built environment. With a focus on innovation, client satisfaction, and quality, it continues to serve as a BIM partner for organisations across multiple sectors, supporting projects from concept to completion.</p>

Modelo Tech Studio delivers 3D, 4D and 5D architectural BIM, clash detection, laser scanning and scan-to-BIM across residential, healthcare and industrial proje

Modelo Tech Studio | Architectural BIM & Scan to BIM

Modelo Tech Studio

Modelo Tech Studio is an architectural BIM modeling expert. Our expert team handles a wide range of projects across residential, commercial, industrial, healthcare, hospitality, and hydro power sectors. 

<h2>About ModCity</h2>
<p>Urban development is often biased towards either speed, costs or quality, seldom reaching an optimum. ModCity supports projects with a set of integral 3D tools that directly link a design or urban massing study to financial and other calculation models - without having to manually transfer data to spreadsheets.</p>
<p>This makes fast design cycles possible while keeping a grip on finance, quality and process, and can help fulfil the promise of inclusive and sustainable development.</p>
<p>ModCity B.V. is based in Heemstede, the Netherlands, and has been facilitating faster, better and more efficient urban design processes for over 16 years.</p>
<h2>Area Information Modelling and the Urban Toolbox</h2>
<p>ModCity's proprietary software, the Urban Toolbox, supports what the company calls Area Information Modelling - BIM thinking applied at neighbourhood, area or city scale rather than to a single building.</p>
<p>That shift in scale is the substance of the product. Building-level BIM is well established, but the decisions that determine whether an area development works financially are made at masterplan scale, where teams have typically fallen back on spreadsheets disconnected from the drawing.</p>
<p>The stated goal is to disrupt the traditionally linear and monodisciplinary decision-making process.</p>
<h2>Three-Step Workflow</h2>
<h3>1. Setting the Stage</h3>
<p>Every intervention in the urban environment should be based on a thorough analysis of the present situation. ModCity integrates GIS and other datasets from interdependent disciplines of area development - cadastral data, land use, mobility, environmental issues, water and urban density - and presents them in a single interface serving as an underlayer for 2D and 3D studies.</p>
<ul>
<li>GIS and CAD import / export</li>
<li>Calculation of financial and spatial constraints</li>
<li>Development of a database for the existing context</li>
</ul>
<h3>2. Developing Scenarios</h3>
<p>The Urban Toolbox combines the 3D modelling and visualisation potential of SketchUp with data capability, creating a common digital playground for architects, urban designers, developers, investors and policy-makers. The pipeline requires no training and can be implemented across building teams, so fast design cycles allow the solution space to be explored more broadly.</p>
<ul>
<li>Parametric modelling</li>
<li>Live sync with Excel spreadsheets</li>
<li>Comparison of multiple scenarios at the click of a button</li>
</ul>
<h3>3. Optimising the Design</h3>
<p>With real-time monitoring and evaluation, teams can test multiple detailed design scenarios against design, legal compliance, financial viability and more. Clients can link their own database or parameters to the Toolbox, or use the extensive included defaults. All financial models are DCF-based and suitable for decision-making.</p>
<ul>
<li>Real-time financial models</li>
<li>Reports generated with chosen KPIs</li>
<li>Customisable models</li>
</ul>
<h2>ModCity for Municipalities</h2>
<p>A municipality's role can range from merely facilitating developments to active participation, and both are complex because each development must comply with local and national policy.</p>
<ul>
<li>Analyse and select suitable locations for new developments and transformations</li>
<li>Speed up internal planning processes</li>
<li>Assess development plans from project developers</li>
<li>Land development cash flow modelling</li>
<li>Assess land value using residual land value and other valuation methods</li>
</ul>
<h2>ModCity for Developers and Investors</h2>
<ul>
<li>Control cash flows, capital requirements and yield during each development phase</li>
<li>Quickly investigate different design concepts</li>
<li>Use existing Excel models linked to ModCity's calculation models</li>
<li>Support discussions with municipalities on land value and other issues</li>
</ul>
<h2>ModCity for Architects and Urbanists</h2>
<p>For designers the challenge is finding a solution where spatial quality, functionality and performance - financial, mobility, sustainability - are in balance. ModCity brings the tools to test multiple urban massing options into the SketchUp environment.</p>
<ul>
<li>Fast and intuitive parametric modelling</li>
<li>Rapid design generation and iteration</li>
<li>Direct feedback on urban density, land use, real estate programme, parking and traffic generation</li>
</ul>
<h2>ModCity-as-a-Service</h2>
<ul>
<li>Creation and assessment of 2D and 3D massing studies</li>
<li>Inventory, analysis and management of spatial and financial data during planning</li>
<li>DCF models and dashboarding for land development, real estate development and management, rent, land lease and public space</li>
<li>Calculation models for land use, real estate programme and diversity, parking, traffic generation, water use and management, energy and material use</li>
<li>Financial consultancy for urban development projects</li>
<li>Valuation of land and real estate development projects</li>
<li>Selection and comparison of potential development or transformation locations</li>
</ul>
<h2>Origins and Team</h2>
<p>ModCity was founded by LiPS life.people.space, Conix RDBM Architects, Big Picture and Robin Seijdel. Robin is the main face behind ModCity, with a background in Sustainable Urban Development and contributions to the development of several Decision Support Systems.</p>
<h2>Clients and Partners</h2>
<p>ModCity works with Dutch and Belgian municipalities including Amsterdam and Heemskerk, alongside partners such as Big Picture, Conix RDBM, LiPS, Breen Amsterdam and Coup Group.</p>

ModCity's Urban Toolbox links SketchUp urban massing studies to DCF financial models and GIS data for municipalities, developers, architects and investors.

ModCity | Urban Toolbox for Area Development Modelling

ModCity

ModCity is a Dutch urban development technology company whose Urban Toolbox links SketchUp massing studies directly to DCF financial models, GIS data and spatial calculations for municipalities, developers, investors, architects and urbanists.

<h2>About MicroMenders</h2>
<p>For more than 40 years, MicroMenders has helped architecture, engineering, construction, and professional services firms throughout the San Francisco Bay Area maximise productivity through proactive managed IT services, cybersecurity, cloud solutions, and strategic technology consulting.</p>
<p>As a trusted managed service provider (MSP), MicroMenders partners with businesses that depend on reliable, high-performing technology to keep projects moving, teams connected, and clients satisfied.</p>
<h2>The Problem for AEC Firms</h2>
<p>Architecture, engineering, and construction firms build great things, but too often IT disruptions slow progress, delay deadlines, and impact profitability. Whether it's sluggish CAD performance, network infrastructure, cybersecurity threats, or downtime that prevents teams from collaborating, technology challenges can quickly affect every phase of a project.</p>
<p>MicroMenders helps eliminate those obstacles by designing, managing, and optimising IT environments built specifically for organisations where performance and uptime matter.</p>
<h2>AEC Software and Workflow Expertise</h2>
<p>The company has extensive experience supporting the software and workflows AEC firms rely on every day:</p>
<ul>
<li>AutoCAD and Autodesk applications</li>
<li>Revit and BIM platforms</li>
<li>Bluebeam</li>
<li>Microsoft 365</li>
<li>Cloud collaboration tools</li>
<li>File-sharing environments</li>
</ul>
<p>From optimising workstations for demanding design applications to maintaining secure remote access for hybrid teams, MicroMenders ensures technology supports productivity instead of becoming a barrier to it. This specialisation matters more than it might appear: a generalist MSP sizing a workstation for office software will not account for the GPU and memory demands of a large federated Revit model.</p>
<h2>Proactive Rather Than Reactive</h2>
<p>Unlike reactive IT providers that simply respond after something breaks, MicroMenders takes a proactive approach to technology management. Through continuous monitoring, preventative maintenance, strategic planning, and routine system optimisation, potential issues are identified and resolved before they impact operations.</p>
<p>This approach minimises downtime, improves system performance, and gives employees the confidence to focus on designing, engineering, building, and serving clients rather than troubleshooting technology.</p>
<h2>Strategic Technology Partnership</h2>
<p>MicroMenders also serves as a long-term strategic technology partner. Rather than viewing IT as a series of isolated support tickets, the company works alongside business leaders to align technology investments with operational goals and future growth.</p>
<p>Areas of strategic support include:</p>
<ul>
<li>Infrastructure upgrade planning</li>
<li>Cloud migration</li>
<li>Cybersecurity strengthening</li>
<li>Supporting mergers and office expansions</li>
<li>Developing long-term IT roadmaps</li>
</ul>
<h2>Cybersecurity</h2>
<p>As cyber threats continue to evolve, businesses need more than antivirus software to protect their operations. MicroMenders helps clients strengthen their cybersecurity posture through:</p>
<ul>
<li>Layered security strategies</li>
<li>Endpoint protection</li>
<li>Proactive monitoring</li>
<li>Backup and disaster recovery planning</li>
<li>Employee security awareness training</li>
<li>Ongoing risk assessments</li>
</ul>
<p>The goal is to reduce business risk while protecting sensitive company information, intellectual property, and client data. For design practices, the intellectual property exposure is particularly acute - a firm's model and drawing archive is effectively its balance sheet.</p>
<h2>Service Standards</h2>
<p>Clients consistently choose MicroMenders because of its commitment to responsive, personalised service:</p>
<ul>
<li>Approximately 95% of support calls are answered live</li>
<li>Every reported issue is reviewed the same business day by an in-house technician</li>
<li>Most issues are resolved the same day</li>
<li>Technical support is never outsourced, giving clients direct access to experienced professionals who understand both their technology environment and their business</li>
</ul>
<h2>Engagement Model</h2>
<p>The company believes long-term partnerships should be earned, not locked into. Clients begin with a one-year engagement and then transition to flexible month-to-month service, reflecting MicroMenders' confidence in delivering consistent value through support and strategic guidance.</p>
<h2>Services</h2>
<ul>
<li>Fully managed IT services</li>
<li>Cybersecurity</li>
<li>Cloud infrastructure</li>
<li>Network management</li>
<li>IT consulting</li>
<li>Compliance support</li>
<li>Strategic technology planning</li>
</ul>
<p>For more than four decades, businesses across the Bay Area have trusted MicroMenders to keep their technology running efficiently so their teams can focus on what they do best.</p>
<p><em>You build great things. We manage the IT behind you.</em></p>

MicroMenders provides managed IT, cybersecurity and cloud services to Bay Area architecture, engineering and construction firms, with AutoCAD and Revit expertis

MicroMenders | Managed IT & Cybersecurity for AEC

MicroMenders

For over 40 years, MicroMenders has provided managed IT, cybersecurity, and strategic technology consulting for Bay Area architecture, engineering, and construction firms. We help teams stay productive, secure, and focused on delivering projects on time. 

<p>Ark Design AI is an AI-powered platform that helps architects and developers create architectural designs for multi-family and mixed-use projects. Architects and real estate developers, create automated floor plans and feasibility reports for multi-family and mixed-use projects quickly and efficiently. Our platform is the first AI solution for architectural schematic design. Optimize profitability, density, and living standards while meeting US codes and ordinances instantly, allowing you to make better and faster decisions. <br><br><strong>How it works</strong><br><br>Ark Design AI's software analyzes architectural designs and generates optimized building designs that meet project requirements and local regulations. It can create infinite variations to optimize for density, profitability, and living standards. <br><br><strong>Benefits</strong><br><br>Ark Design AI can help architects make better and faster decisions, and cut design costs by up to 90%. It can also free up architects' time and energy for more creative endeavors. <br>Features<br><br>Ark Design AI can create automated floor plans and feasibility reports. It can also generate a unique mix of unit types for a floor layout.<br><br><strong>Trial</strong><br><br>Ark Design AI offers a 10-day free trial. <br>Ark Design AI was built by a team of AI scientists, architects, and software developers. <br><br><br>Stage 1<br>Properties<br>Provide several basic details about your project, such as the number of Floors, the number of Dwelling units, building uses and the Zoning district; these details will help ARK suggest better options further in the process.<br><br>Stage 2<br>Lot Type &amp; Lot Editor<br>Please select the preferred lot type: Interior Lot (One side street lot), Corner Lot (Two side street lot), or 2 Corner Lot (Three side corner lot). Once selected, kindly click on &ldquo;Next&rdquo; to proceed.<br><br>Create the property lines of the Lot and provide information on the surroundings (Streets, Adjacent buildings, and yards). <br><br>Stage 3<br>Locate Main Floors<br>Locate the schematic floor plate of the ground and Typical floor of the Project, use different Shapes and sizes to explore and select a floor scheme.<br><br>Stage 4<br>Core Editor<br>Design the Vertical Shafts focusing on the residential floors; Adjust the circulation and Determine Room size according to the market standards and building type (Rental/ Condo/ Affordable).<br><br>Stage 5<br>Schematic Section<br>Receive the schematic side view and 3D massing of your project. From this point forward plan the project according to your personal preferences. Control the number of floors and their types(Cellar, Ground, Mixed-use, Typical and setback), Edit the floor plans, View summarize area calculations and export it to PDF and Revit file for further design.<br><br>Stage 6<br>Floor Plan Editor<br>Edit the Floor plate, create recesses, courts and setbacks; plan the units layout based on your choice of units types distribution. Within minutes the Ark algorithm will generate potential floor plans that meets building code. Select and edit the best option for your project.<br><br>Stage 7<br>Plan Unit Mix<br>The floor layout design includes various unit types such as studios, one-bedroom, two-bedroom, and three-bedroom apartments, each with customizable settings like price per square foot and minimum area. Room distribution control ensures optimal use of rooms along window walls without exceeding the maximum available area. The process allows for creating a unique mix of unit types for the typical floor layout, balancing efficiency and market demands.</p>

ArkDesign.AI

ArkDesign.AI Demo with Dity Ayalon (Founder & CEO)

Featuring ArkDesign.AI at the AEC Innovate Conference

Featuring ArkDesign.AI  at the AEC Innovate Conference

Tools Leading the Way in the AEC+Tech Community

Generative AI & Real Estate Innovation with ArkDesign.AI

Article post ( Multi-Family & Mixed-Use Design Through AI: Meet ArkDesign)

Multi-Family & Mixed-Use Design Through AI: Meet ArkDesign

Generative AI & Real Estate Innovation (Webinar)

Generative AI & Real Estate Innovation with ArkDesign.AI, Higharc & Laiout - AEC-Tech Talk 20

AI-Powered Generative Design & Feasibility for Multi-Family & Mixed-Use

<p data-start="1823" data-end="2206">InspectMind AI helps engineers review hundreds of pages of drawings in minutes instead of hours.</p>
<p data-start="1823" data-end="2206">InspectMind AI is an AI-powered plan review and code compliance platform built for the architecture, engineering, and construction (AEC) industry. The platform automatically analyzes construction drawings, engineering plans, and technical documents to identify code violations, design inconsistencies, and constructability issues before projects move into permitting or construction.</p>
<p data-start="1588" data-end="1972">Traditional plan review and QA processes require engineers, architects, and reviewers to manually analyze hundreds or thousands of pages of drawings. This process is time-consuming, expensive, and prone to human error. InspectMind AI accelerates this process by using advanced artificial intelligence models trained on construction drawings, building codes, and engineering standards.</p>
<p data-start="1974" data-end="2377">Users upload their project plans directly to InspectMind, and the AI system analyzes the drawings sheet-by-sheet. The platform detects issues such as missing details, dimension conflicts, structural inconsistencies, accessibility violations, and code compliance risks. InspectMind then generates a structured report highlighting the detected issues along with visual references to the affected drawings.</p>
<p data-start="2379" data-end="2701">The platform is designed for engineers, architects, developers, contractors, plan reviewers, and government agencies who want to reduce risk and improve design quality. By catching issues early in the design process, InspectMind helps teams avoid expensive rework, delays during permitting, and construction change orders.</p>
<p data-start="2703" data-end="2947">InspectMind AI supports a wide range of building codes and standards including IBC, ADA, NFPA, and local jurisdictional codes. The system can analyze architectural drawings, structural plans, engineering reports, and construction documentation.</p>
<p data-start="2949" data-end="2966">Typical workflow:</p>
<ol data-start="2968" data-end="3342">
<li data-section-id="qsu294" data-start="2968" data-end="3069">
<p data-start="2971" data-end="3069">Upload drawings<br data-start="2986" data-end="2989">Users upload their architectural or engineering plans directly into InspectMind.</p>
</li>
<li data-section-id="15wns3j" data-start="3071" data-end="3213">
<p data-start="3074" data-end="3213">AI plan analysis<br data-start="3090" data-end="3093">The AI analyzes the full drawing set, identifies potential issues, and compares plans against applicable building codes.</p>
</li>
<li data-section-id="tm56oz" data-start="3215" data-end="3342">
<p data-start="3218" data-end="3342">Review results<br data-start="3232" data-end="3235">Users receive a detailed issue report showing potential risks, code conflicts, and recommended corrections.</p>
</li>
</ol>
<p data-start="3344" data-end="3487">InspectMind AI dramatically reduces manual review time, improves plan quality, and helps project teams move faster from design to construction.</p>

Catch construction mistakes before they get built

AI-Powered Site Documentation: An InspectMIND Case Study

Featuring InspectMind AI at the AEC Innovate Conference

Featuring InspectMIND at the AEC Innovate Conference

Using AI to Automate Building Inspections

<p>CRDR BIM, short for "Clash Resolution Diagnosis Report in BIM," is a specialized tool designed to streamline clash resolution documentation within Autodesk Navisworks. It simplifies compliance reporting and enhances workflow efficiency for BIM managers, coordinators, and specialists by providing a structured approach to documenting resolved clashes.<br><br>1. Efficient Clash Resolution Reporting<br>CRDR BIM enables users to generate detailed Clash Resolution Diagnosis Reports that document how clashes have been addressed between different BIM model versions. This feature helps teams maintain accurate records of resolution progress, improving project tracking and compliance.<br><br>2. Seamless Navisworks Plugin Integration<br>Functioning as a dedicated Navisworks plugin, CRDR BIM integrates directly into existing workflows, allowing users to compare &lsquo;before&rsquo; and &lsquo;after&rsquo; BIM models effortlessly. This integration ensures that clash resolution documentation remains within the familiar Navisworks environment, eliminating the need for external tools.<br><br>3. Intuitive &amp; User-Friendly Interface<br>Designed for ease of use, CRDR BIM features an intuitive interface that simplifies navigation and workflow execution. BIM professionals can efficiently document and categorize clashes without technical complexity, improving productivity and adoption rates.<br><br>4. Consistent Viewing Angles for Clear Comparisons<br>CRDR BIM ensures consistent perspective when capturing images of clashes, maintaining uniformity between different model versions. This feature enhances clarity in reports, making it easier for teams to analyze and understand clash resolutions.<br><br>5. Customizable Clash Categorization for Precise Documentation<br>Users can categorize clashes into resolved, unresolved, approved, or resolved but connected manually, ensuring a clear and organized approach to documentation. This categorization allows for better project tracking and compliance verification.<br><br>6. Flexible Reporting Formats for Easy Sharing<br>CRDR BIM supports HTML and PDF export options, enabling teams to save and share reports efficiently. These reports include detailed images and summaries, making them valuable for project documentation and stakeholder communication.<br><br>7. Enhancing BIM Management with Streamlined Reporting<br>By integrating directly with Navisworks, CRDR BIM empowers BIM managers and specialists to document clash resolutions accurately and efficiently. It ensures that compliance reporting is effortless while maintaining a structured and transparent workflow.<br><br>With its powerful reporting features and seamless integration, CRDR BIM is an essential tool for professionals involved in clash resolution documentation within BIM models.</p>

CRDR BIM

<h2 class="PDq2pG_selectionAnchorContainer" data-section-id="naw1wb" data-start="1585" data-end="1602"><span style="font-family: helvetica, arial, sans-serif;">Unanet AEC CRM</span></h2>
<p data-start="1604" data-end="1915"><span style="font-family: helvetica, arial, sans-serif;">Unanet AEC CRM is a customer relationship management platform purpose-built for architecture, engineering, and consulting firms. It helps business development, marketing, and leadership teams manage client relationships, track opportunities, coordinate pursuits, and improve visibility into the firm's pipeline.</span></p>
<h3 data-section-id="xg7kn2" data-start="1917" data-end="1953"><span style="font-family: helvetica, arial, sans-serif;">Built for how AEC firms win work</span></h3>
<p data-start="1955" data-end="2297"><span style="font-family: helvetica, arial, sans-serif;">Unlike traditional sales-focused CRM platforms, Unanet AEC CRM is designed around the relationship-driven nature of AEC business development. It connects client contacts, project history, pursuits, proposals, opportunities, and marketing activities so teams can better understand where relationships stand and where future work may come from.</span></p>
<h3 data-section-id="166ooyv" data-start="2299" data-end="2319"><span style="font-family: helvetica, arial, sans-serif;">Key capabilities</span></h3>
<ul data-start="2321" data-end="2647">
<li style="font-family: helvetica, arial, sans-serif;" data-section-id="1dmqafd" data-start="2321" data-end="2352"><span style="font-family: helvetica, arial, sans-serif;">Client and contact management</span></li>
<li style="font-family: helvetica, arial, sans-serif;" data-section-id="1y972jd" data-start="2353" data-end="2387"><span style="font-family: helvetica, arial, sans-serif;">Opportunity and pursuit tracking</span></li>
<li style="font-family: helvetica, arial, sans-serif;" data-section-id="1mwawh8" data-start="2388" data-end="2430"><span style="font-family: helvetica, arial, sans-serif;">Business development pipeline management</span></li>
<li style="font-family: helvetica, arial, sans-serif;" data-section-id="i1s18k" data-start="2431" data-end="2468"><span style="font-family: helvetica, arial, sans-serif;">Proposal and marketing coordination</span></li>
<li style="font-family: helvetica, arial, sans-serif;" data-section-id="1exbj2x" data-start="2469" data-end="2496"><span style="font-family: helvetica, arial, sans-serif;">Relationship intelligence</span></li>
<li style="font-family: helvetica, arial, sans-serif;" data-section-id="1aln6rx" data-start="2497" data-end="2525"><span style="font-family: helvetica, arial, sans-serif;">Project and client history</span></li>
<li style="font-family: helvetica, arial, sans-serif;" data-section-id="1ffpqpn" data-start="2526" data-end="2561"><span style="font-family: helvetica, arial, sans-serif;">Activity and interaction tracking</span></li>
<li style="font-family: helvetica, arial, sans-serif;" data-section-id="xz8fei" data-start="2562" data-end="2588"><span style="font-family: helvetica, arial, sans-serif;">Reporting and dashboards</span></li>
<li style="font-family: helvetica, arial, sans-serif;" data-section-id="lgtq9y" data-start="2589" data-end="2647"><span style="font-family: helvetica, arial, sans-serif;">Collaboration across marketing, BD, and leadership teams</span></li>
</ul>
<h3 data-section-id="wgwuyd" data-start="2649" data-end="2667"><span style="font-family: helvetica, arial, sans-serif;">Why it matters</span></h3>
<p data-start="2669" data-end="2949"><span style="font-family: helvetica, arial, sans-serif;">AEC business development information is often spread across emails, spreadsheets, individual team members, and disconnected systems. Unanet AEC CRM centralizes that information, helping firms improve collaboration and make more strategic decisions about where to focus their time.</span></p>
<p data-start="2951" data-end="3135"><span style="font-family: helvetica, arial, sans-serif;">The platform can help firms strengthen client relationships, improve pursuit planning, coordinate proposals more efficiently, and increase visibility into future revenue opportunities.</span></p>

Unanet CRM AEC

Relationships  Features Understand and leverage your firm's relationships

<p data-start="0" data-end="519">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.</p>
<p data-start="521" data-end="1082">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.</p>
<p data-start="1084" data-end="1355">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;</p>
<p data-start="1357" data-end="1398">Today, MeltPlan offers two core products:</p>
<h3 data-start="1400" data-end="1417">Melt Code</h3>
<p data-start="1418" data-end="2324">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.</p>
<h3 data-start="2326" data-end="2346">Melt Takeoff</h3>
<p data-start="2347" data-end="2980">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.</p>
<p data-start="2982" data-end="3167" data-is-last-node="" data-is-only-node="">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.</p>

MeltPlan

<p>One Click LCA is the world&rsquo;s leading end‑to‑end sustainability platform, purpose-built for the construction and manufacturing sectors. Founded in Helsinki in 2001, the company has grown to a team of over 200 professionals across all continents and now serves users in more than 170 countries <br><br>At its core, this cloud‑based platform offers streamlined, automated Life Cycle Assessment (LCA) and Environmental Product Declarations (EPDs), enabling users to scientifically measure and reduce environmental impacts of structures, infrastructure, renovations, and manufactured goods. Beyond LCA and EPDs, it also supports assessments of circularity, life‑cycle cost, and biodiversity.<br><br>A standout feature is its extensive global database with over 250,000&ndash;300,000 datasets&mdash;covering supplier-specific and generic material data&mdash;fully verified and regularly updated. This empowers users to make informed, data‑driven decisions. The platform supports over 80 compliance standards, including LEED, BREEAM, GRESB, CALGreen, and various country‑specific regulations.<br><br>One Click LCA seamlessly integrates with more than 20 leading BIM and design tools, such as Autodesk Revit, Tekla Structures, Bentley iTwin, Rhino, and Grasshopper. This allows for real‑time feedback and early‑phase embodied carbon optimization&mdash;notably through its Carbon Designer 3D tool, which enables quick, BIM‑integrated carbon hotspot analysis and comparison of design scenarios. In some cases, Carbon Designer 3D helps identify carbon footprint variations up to 50% during conceptual design. <br><br>Leading global players&mdash;including Skanska, WSP, Foster+Partners, Turner, ArcelorMittal, Arcadis, ARUP, Geberit, and Saint‑Gobain, among others&mdash;rely on One Click LCA to drive their decarbonization efforts. AECOM, for instance, equipped its ScopeX&trade; platform with One Click LCA to target a 50% carbon reduction across its projects.<br><br>Its visibility among industry analysts reflects its market leadership: One Click LCA was featured in Verdantix&rsquo;s 2025 Buyer&rsquo;s Guide for LCA tools and is the first platform validated by RICS under its Whole Life Carbon Assessment (WLCA) programme.<br><br>One Click LCA also makes parts of its platform freely accessible via its Planetary embodied&ndash;carbon calculator&mdash;a tool for benchmarking cradle‑to‑gate carbon impacts across building designs and supporting EPD usage worldwide. In summary, One Click LCA stands out with its:<br><br>- Massive, high-quality global dataset (250&ndash;300k records)<br><br>- Broad compliance across 80+ standards<br><br>- Deep BIM integrations for early and ongoing carbon management<br><br>- Recognition by major firms and standards bodies<br><br>It remains the go-to platform for turning sustainability goals into measurable, actionable outcomes across construction and manufacturing value chains.</p>

One Click LCA

Featuring One Click LCA at the AEC Innovate Conference

Featuring One Click LCA  at the AEC Innovate Conference

AI, Sustainability & Latest Tools for AEC

Sustainability Tools to Watch Out For in 2025!

<p data-start="343" data-end="696">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.</p>
<p data-start="698" data-end="803">Users can ask code questions in plain English and receive reliable, project-specific requirements with:</p>
<ul data-start="804" data-end="1586">
<li data-start="804" data-end="857">
<p data-start="806" data-end="857">Step-by-step reasoning with clear assumptions</p>
</li>
<li data-start="858" data-end="927">
<p data-start="860" data-end="927">Direct citations to exact code sections for full traceability</p>
</li>
<li data-start="928" data-end="1139">
<p data-start="930" 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</p>
</li>
<li data-start="1140" data-end="1242">
<p data-start="1142" data-end="1242">Exception and cross-reference handling, including circular references across multiple chapters</p>
</li>
<li data-start="1243" data-end="1343">
<p data-start="1245" data-end="1343">Table and diagram understanding, ensuring accurate interpretation of code tables and figures</p>
</li>
<li data-start="1344" data-end="1450">
<p data-start="1346" data-end="1450">Built-in calculations, such as occupant loads, egress sizing, travel distances, and fixture counts</p>
</li>
<li data-start="1451" data-end="1586">
<p data-start="1453" data-end="1586">Personalized compliance illustrations, automatically generated to visually explain requirements for a specific project scenario</p>
</li>
</ul>
<p data-start="1588" data-end="1691">Beyond research, Melt Code includes workflow tools that turn compliance into an organizational asset:</p>
<ul data-start="1692" data-end="1990">
<li data-start="1692" data-end="1858">
<p data-start="1694" data-end="1858">Projects, where teams store project context (location, occupancy, construction type, sprinkler status, etc.) so every question becomes instantly project-aware</p>
</li>
<li data-start="1859" data-end="1990">
<p data-start="1861" data-end="1990">Checklists, allowing firms to build, store, share, and export reusable compliance checklists across teams and project types</p>
</li>
</ul>
<p data-start="1992" data-end="2172" data-is-last-node="" data-is-only-node="">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.</p>

Melt Code

<p data-start="0" data-end="435">Melt Takeoff is built for estimators who need takeoffs that are not just fast, but truly bid-ready and reliable. Unlike fully automated takeoff software that only measures what&rsquo;s drawn, Melt Takeoff is designed around a simple truth: winning bids requires accounting for what&rsquo;s missing from plans &mdash; the scope gaps, incomplete details, coordination conflicts, and implied work that experienced estimators catch through judgment.</p>
<p data-start="437" data-end="894">Melt Takeoff combines AI vision with expert estimator validation to deliver takeoffs with both speed and accuracy. The workflow is simple: upload plans, the AI measures and identifies scope, flags drawing/spec conflicts, adds allowances, and then senior estimators validate everything before delivery. This hybrid model is what makes Melt Takeoff dependable &mdash; AI accelerates measurement, but real estimators ensure completeness and constructability.</p>
<p data-start="896" data-end="921">Key capabilities include:</p>
<ul data-start="923" data-end="1834">
<li data-start="923" data-end="1042">
<p data-start="925" data-end="1042">AI Vision measurement detecting 800+ building elements with counts, lengths, perimeters, areas, and volumes</p>
</li>
<li data-start="1043" data-end="1129">
<p data-start="1045" data-end="1129">Automated scope recognition across architectural, structural, and MEP drawings</p>
</li>
<li data-start="1130" data-end="1256">
<p data-start="1132" data-end="1256">Detailed allowances for scope not shown, added as itemized ROMs based on code requirements and real project benchmarks</p>
</li>
<li data-start="1257" data-end="1351">
<p data-start="1259" data-end="1351">Drawing&ndash;spec conflict detection, with estimator-led resolution before it hits your bid</p>
</li>
<li data-start="1352" data-end="1528">
<p data-start="1354" data-end="1528">Estimator-verified outputs, reviewed by onshore senior estimators with 20+ years of field experience, including delivery of multi-million to billion-dollar projects</p>
</li>
<li data-start="1529" data-end="1691">
<p data-start="1531" data-end="1691">Flexible classification standards, supporting MasterFormat&reg;, UniFormat&reg;, or custom structures, so takeoffs drop directly into your estimating workflow</p>
</li>
<li data-start="1692" data-end="1834">
<p data-start="1694" data-end="1834">Interactive takeoff output, with side-by-side plan review, traceable quantities, and clean Excel exports ready for pricing and bidding</p>
</li>
</ul>
<p data-start="1836" data-end="2205">Melt Takeoff is designed for speed without sacrificing trust. Quantities aren&rsquo;t just dumped into a spreadsheet &mdash; they&rsquo;re delivered in a structured, reviewable format so teams can validate quickly, collaborate internally, and confidently move into bid submission. The output stays fully in your control: review, adjust, and export clean files without messy reformatting.</p>
<p data-start="2207" data-end="2608" data-is-last-node="" data-is-only-node="">Melt Takeoff delivers a takeoff process that is 40% more accurate, 20% faster, and 10% cheaper, with turnaround times ranging from 2&ndash;3 days for small projects to 7&ndash;8 days for extra-large projects. The result is fewer missed scope items, stronger bid coverage, reduced risk of underbidding, and significantly more confidence in your numbers &mdash; so estimators can bid faster and win more work.</p>

Melt Takeoff

<p>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.</p>

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

<p>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.</p>
<p>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.</p>
<p>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.</p>
<p>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.</p>
<p>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.</p>

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

<p>MOREgroup is a family of architecture and engineering brands delivering education, healthcare, and civic projects across the United States. As demand grew, the firm needed to increase the capacity of its project teams to manage change and deliver on schedule without sacrificing accuracy or stretching its people too thin. Rather than treat AI as a pilot on the margins, MOREgroup made SWAPP part of how its teams produce work. SWAPP's AI agents operate directly inside the firm's live Revit models, taking on the repetitive documentation and modeling tasks, views, sheets, tags, schedules, and updates, to MOREgroup's own standards, while architects focus on design and coordination. The impact scaled with adoption. Over the year, the amount of new square footage handled with AI grew several times over, with more than eleven design teams working in parallel and over fifteen projects enhanced by the technology and still growing. Instead of adding headcount to keep pace with a growing pipeline, MOREgroup used SWAPP to expand what each team could deliver, while keeping documentation accurate and consistent across a diverse portfolio of education, healthcare, and civic work. The engagement shows how automation, applied firm-wide and grounded in a firm's own standards, can become core production infrastructure rather than a one-off efficiency play.</p>

MOREgroup scales AI across 11 parallel design teams with SWAPP

<p>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.</p>

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

<p>Page is one of the largest architecture and engineering firms in the United States, known for delivering complex, large-scale projects across education, healthcare, science, and commercial markets. For this engagement, Page needed to take a 270,000 square foot student-housing project from concept all the way to schematic design in just three weeks, with teams working from New York to California. Student housing at this scale carries relentless documentation demands: repetitive unit layouts, stacked floors, and frequent client-driven changes that ripple through every drawing. Page partnered with SWAPP to put that production work on rails. SWAPP's AI agents worked directly inside the firm's live Revit models, generating and updating views, sheets, tags, and schedules to Page's own standards, while the design team focused on the parts of the project that actually needed human judgment. Rather than staffing up to hit an aggressive timeline, Page used SWAPP to compress the production effort and deliver the schematic design package on schedule with a significantly smaller team. The result was a faster path from concept to a coordinated, client-ready set, without the late nights and rework that usually come with a three-week turnaround on a project of this size. It also gave Page a repeatable production model it could apply to future large-scale housing and mixed-use work.</p>

Page delivers a 270,000 sq ft student-housing project in three weeks with SWAPP


Pellikaan is delivering one of the largest wellness complexes in the Netherlands in Zoetermeer, combining a 9,500 m² main building with sixteen pavilions across a 2.5-hectare site. The project includes pools, saunas, relaxation spaces, smaller structures, varied ground conditions, and a high level of architectural and technical complexity. To maintain control across this scope, Pellikaan structured the project around digital quality assurance, model-based coordination, and practical BIM workflows.

The project team divided the main building into ten zones and segmented the wider development into sixteen subprojects, each with its own team, schedule, site access, models, and coordination process. This reduced complexity and allowed the project to progress in parallel without changes in one area disrupting the entire delivery.

Solibri was used to support model checking, clash detection, Information Takeoff, and change detection between model versions. Weekly model updates created a consistent review rhythm, allowing design and construction teams to identify deviations early, validate quantities, and make decisions based on current project information. Instead of relying on assumptions or manual comparison, the team could see changes such as added steel, reduced concrete, or modified installations directly in the model.

The result was a more controlled delivery process, with faster decisions, fewer late-stage corrections, and greater confidence in project information. For Pellikaan, the Zoetermeer wellness complex has become a blueprint for applying digitalization in a practical, quality-driven way across future projects in the Netherlands and internationally.

BIM quality control at Pellikaan: Zoetermeer wellness complex

<p>We lead the construction industry in quality control. No more stumbling blocks. Constructing flawless buildings is now easier than ever. <br><br>Solibri Office imports building models from all major BIM software using the standardized IFC interface. It identifies potential problems early, preventing issues during construction and beyond, ensuring smooth project execution and long-term building performance. <br><br>Solibri offers the most advanced and comprehensive library of customizable rule templates to tackle the most demanding quality assurance tasks. Choose from over 70+ predefined rule templates or customize your own to ensure no stone is left unturned. <br><br>Go beyond clash detection and take your BIM quality to the next level. Solibri offers a wider range of checking capabilities than any other tool in the market: geometry, clearance, accessibility, information &amp; property checking, building code compliance, model revision, fire safety and more.<br><br>Solibri understands your role and offers you a set of rules, classifications, and reporting templates that you can customize to match your company, project, local, or national needs. <br><br>Use organizational tools like classifications and filters to streamline model checking, to takeoff quantities and data, or to visualize the BIM data/components in the model. Information takeoff allows you to extract quantities based on different criteria more easily. Share the information using your own customized Excel templates.<br><br>Information takeoff allows you to extract quantities based on different criteria more easily. Share the information using your own customized Excel templates.<br><br>Share project information and collaborate seamlessly and reliably through Solibri&rsquo;s integrations, BCF Live Connector and API.<br><br>Automate tasks, such as running checks, exporting the identified issues as BCF files and creating presentations, and run them at a convenient time with Solibri Autorun.<br><br>Easily integrate with your workflows: Solibri is founded on openBIM standards to foster interoperability and enable transparent, open cooperation among all project participants. This allows model authors and collaborators to connect Solibri's quality assurance capabilities with the tools of their choice.</p>

Result

Case Studies "280 results"

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

MOREgroup scales AI across 11 parallel design teams with SWAPP

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

Page delivers a 270,000 sq ft student-housing project in three weeks with SWAPP

BIM quality control at Pellikaan: Zoetermeer wellness complex

McLaren’s digital construction strategy: design compliance to de-risk construction

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

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

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

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

Agentic Quantification of a Federated Healthcare BIM

206 S Main Street – Greenville, SC

Asheville-Buncombe Technical Community College

200 E Bay St – Charleston, SC

DGA Turns Hours of Code Research and Documentation into 5 Minutes with Ichi

Phoenix Office of Innovation shares Infrastructure, Housing futures with inCituAR

Automating Municipal Planning in the City of Riviera Beach

Altis Lake, Florida

906 Studio Supercharged Project Delivery with ARKI

Melt Code AI for reliable building code research