The AI project hub for architects and engineers

Find, compare, reuse and standardize Revit details and families across every project, team and office.

Great design needs
great operations

Design firms don't have a knowledge problem. They have an operationalization problem. Pirros operationalizes a firm's knowledge, talent and tools:

Produce and deliver quality construction drawings, faster.

Pirros drives values by connecting your firm's design knowledge across every project, team, and office—without tagging, restructuring, or manual setup. Intelligent search surfaces vetted content in seconds. Built-in QC workflows catch problems before they compound downstream.

The result: Documentation production time drops, RFI risk shrinks, and teams focus on craftsmanship instead of operations.

Search interface showing architectural detail thumbnails labeled Parapet glazing, Access panel, and HSS beam at pit wall.
Architectural drawing labeled 'Access panel' with a comment from Jamie G. requesting Nick H to check the metal frame, alongside a button labeled 'Resolve flags'.

Software rollouts that actually stick.

Most software fails not because of the technology—but because of how it's introduced. Pirros implements value with real humans who prioritize change management and deep adoption inside active projects and deadlines.

The Pirros success team co-builds standards libraries, approval processes, and training programs alongside customers so that a purchase of Pirros is a lasting operational upgrade.

One ecosystem, not pieced-together point solutions.

Pirros natively combines content access, quality control, standards management, and team enablement in a single platform—so your team isn't stitching together tools that weren't built to work together.

Every search, reuse, approval, and correction strengthens the foundation. Standards evolve. Learning loops between projects sustain themselves. And operational overhead shrinks over time.

Technical drawing showing slab edge detail with labeled parts including topping, slab reinforcing dowels, slab bars, deck type, and WF beam per plan.
Abstract black and white close-up of curved architectural balconies with sleek lines.

See Pirros in action

Tailored to your firm's workflows.

Implementation failure is the norm.
We built around it.

Pirros rollouts are designed to drive lasting behavior change and measurable ROI. Our implementation approach pairs the platform with hands-on human partnership, so adoption happens inside real projects and compounds over time.

This white-glove enablement means:

  • Pirros and firm champions co-build workflow optimizations and a change management approach before implementation

  • Pirros delivers workflow-first onboarding inside active projects against established KPIs

  • Pirros iterates fast on feedback, builds it into the product, and supports ongoing enablement

Two people sitting at a wooden table collaborating while looking at a laptop screen.

"We're not trying to get you to click a button so we don't have to talk next month. We're here to make sure you're actually successful."

Talar Grace

Pirros Head of Customer Success & Former Architectural Designer

Features built for AE firms

Customer favorite features that make Pirros the lasting system for design production.

Direct Revit integration & automatic ingestion

Upload from ACC/BIM 360 or local servers. Details and families are extracted, de-duplicated, and categorized automatically.

Intelligent, tag-free search

Google-like search across all projects and history, with advanced filtering by type, discipline, project, and attributes.

Contextual retrieval & batch loading

Similar details grouped, vetted typicals promoted, preview before download, and load directly back into Revit.

Data-driven standards growth

Automatic identification of frequently used details and families for review and promotion to vetted typicals.

Built-in QA/QC workflows

Markup, flagging, version control, approval requirements, and download restrictions embedded in production workflows.

Reference-only project controls

Permission-based reuse from select projects to guide junior staff and reduce risk from unvetted content.

Design-native usability

Purpose-built interface for design production workflows with rapid firm-wide adoption.

Structured implementation & training

Dedicated customer success partnership for rollout, SOP development, and ongoing optimization.

Firm-wide usage analytics

Visibility into what content is used, by whom, and where — informing QA/QC, standards strategy, and training priorities.

See the platform in action

  
       

From day one to long-term impact

Immediate start

  • Ingest your project history

  • Search thousands of details instantly

  • Roll out inside real design workflows

Early visible wins

  • 50% shorter time-to-find a detail or family

  • Standards library starts expanding

  • Adoption spreads across teams

Compounding speed & quality

  • Hours saved on every project

  • Standards library can grow 10X or more

  • Firm knowledge becomes scalable

Ready to transform your documentation workflow?

Book a personalized walkthrough with our team.

Frequently asked questions

Check out some of our recently asked questions.

Does Pirros provide details or just hosts our own details?

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.

Is Pirros a content management tool?

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.

Does Pirros replace BIM leadership?

No, Pirros does not replace BIM or design technology professionals. It gives these professionals data and processes to make more impact with less stress.

How much does Pirros cost?

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.

If we upload our information to your website, do other firms have access to it?

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.

Is Pirros AI secure?

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.

What is the best BIM content management platform for architecture firms in 2026?

Pirros is the leading choice for firms moving from legacy BIM content management tools like AVAIL and Hive to true design intelligence. Simple content management tools no longer cut it for leading design firms. While traditional tools rely on upfront library curation manual tagging, Pirros uses AI and computer vision to automatically organize Revit details and families, saving firms hundreds of thousand dollars annually in recovered billable time.

How can my firm migrate and organize thousands of Revit details without manual work?

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.

What are the requirements for implementing an intelligent Revit content library?

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.