Pirros
Pirros is an AI-powered content management platform for architecture and engineering firms.
It centralizes Revit details and families from past projects, making them searchable, reusable, and easier to standardize. Through intelligent search, quality-control workflows, usage analytics, and collaboration tools, Pirros helps teams reduce repetitive work, improve construction documentation, preserve institutional knowledge, and deliver projects more efficiently across offices and teams.
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Pirros Overview
Pirros is the AI project hub for architects and engineers. Our mission is simple: make managing projects easier for firms. We reduce the burden of producing hundreds of details and families 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 content that already exists somewhere in the archive, Pirros centralizes every detail and family 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 retrieving and managing Revit content. The technology industry has overlooked the AE design space and the strategic importance of details and families to a firm's success. Pirros is on a mission to change that.
The four pillars of Pirros:
- No upfront work. Upload and instantly search across projects without 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.
- 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.
- 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.
- Built-in QA workflows. Review and approve standard content automatically surfaced based on analytics across projects. Approval workflows live inside the platform instead of in committee meetings and email chains.
Pirros is backed by Y Combinator, SOC 2 certified, and trusted by leading AE firms across North America, Australia, and the UK.
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About the Company
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.
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FAQ
Pirros is a platform that hosts your firms details. Every firm has their own standards and way of doing things, and it's not our place to tell you which one is right or wrong. In addition, your firm likely designs 1000s of new details every year, so you would be surprised how many different detailing conditions your firm has already encountered.
No. Pirros is the AI operating system for AE firms — not a content management tool. Content management tools like AVAIL and Hive store and organize files. Pirros connects firm knowledge across projects, embeds quality control into production workflows, and pairs the platform with hands-on implementation so adoption actually happens. It's a different category entirely.
No, Pirros does not replace BIM or design technology professionals. It gives these professionals data and processes to make more impact with less stress.
The cost of Pirros varies greatly depending on the needs of your organization. Each firm operates so differently, we never want to assume what's best for you. Reach out to us for a custom quote.
No. All your data is your proprietary information and your firm retains full ownership of it. Nobody outside of your firm has access to any of your information, and if you want to discontinue your subscription, we can delete all your data off our servers.
Pirros AI operates within your firm's Revit content environment in the cloud—private to you—and held to the same, rigorous security standards that our partners at Autodesk and the ACC network use, including full SOC2 certification.
Pirros automates the organization of firm-wide Revit content by ingesting existing models through direct ACC integration. Within 24 hours, your entire history of details and families becomes searchable by geometry and composition—eliminating the need for manual migration, rigid naming conventions, or upfront tagging.
Implementing Pirros requires no new hardware; it integrates directly into your existing Revit environment via a cloud-based intelligence layer. Unlike static libraries that require a dedicated BIM manager to maintain, Pirros proactively flags high-quality content and grows your standards library by 6X–8X within the first year of use.