Webinar

Benchmarking AI Agents Across the Built Environment

Watch Nomic's AEC-Bench webinar with Andriy Mulyar, Harsh Mankodiya, and Conor Lenon of Fortis Structural for a practical look at how AI agents perform on real construction drawings and what it takes to make them useful.

Benchmarking AI Agents Across the Built Environment
14 MAY 2026
Virtual

Recap

Event highlights

Webinar

Nomic hosted a 45-minute webinar on AEC-Bench, the first open, replicable benchmark for AI agents on construction tasks. Andriy Mulyar (CEO, Nomic), Harsh Mankodiya (Research, Nomic), and Conor Lenon (Fortis Structural) explored why general-purpose AI breaks on AEC documents and how domain-specific tools change agent behavior on real drawing sets.

The session covered AEC-Bench's 196 tasks across 9 task families and 3 scope levels, a live walkthrough of agent behavior on construction drawings, and practical takeaways for evaluating AI tools in the built environment.

Watch Webinar
Out-of-the-box workflows on the platform

From code compliance to drawing review and project research—automate critical AEC workflows using your drawings, specs, and project data.

Automated Code Compliance of Drawings

Automated Code Compliance of Drawings

Check drawings against 380+ building codes and standards anywhere you work in Nomic—Assistant chat, workflows, the workflow builder, and the API. Get cited answers with specific code references—no more digging through PDFs and standards manuals.

Automated Drawing Review

Automated Drawing Review

Catch errors in construction drawings and plans before they become costly rework. Nomic's Drawing Review agent checks every page of a drawing set or plan package against your firm's QA/QC standards, delivers cited PDF markups, and can send validated findings back to Autodesk Forma, Fieldwire, and Bentley ProjectWise as native issues.

Automated Submittal Review

Automated Submittal Review

Automate submittal review with AI that cross-references every package against your drawings and specs—and generate the project's starting submittal log from the full project manual. Nomic handles first-pass review and log setup so your team focuses on decisions, not document triage.

Firm-Wide Detail Search

Firm-Wide Detail Search

Give designers instant access to every detail your firm has ever drawn. Powered by Nomic Parse, search across thousands of drawings to find the exact detail you need—without digging through folder after folder.

Project Research

Project Research

Instantly access project-critical information—drawings, specs, RFIs, and project documents—from a single research interface, and anticipate the RFIs that drawings and specs will generate before they hit the field.

AI for BIM & IFC Models

AI for BIM & IFC Models

Solve real tasks in your IFC and BIM models — without Revit, Navisworks, or a BIM specialist. The Nomic agent reads IFC files natively, extracts the full model into queryable tables, and runs quantity takeoffs, coordination checks, data validation, and space schedules on demand.

Nomic agents work in your project delivery software and tools
SharePoint
Egnyte
Autodesk Construction Cloud
ProjectWise (Bentley)
Fieldwire
Google Drive
Dropbox
Box
Microsoft Teams
Gmail
Outlook