New:Introducing AEC-Bench — Benchmarking AI Agents across Construction Tasks

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Nomic transforms decades of unstructured data into organized, AI-ready knowledge. Empower your teams with domain-specific agentic workflows that accelerate every project, workflow, and decision across your firm's institutional knowledge.

Nomic Platform

Our turnkey platform that accelerates your engineers and designers with domain-specific agentic workflows across your firm's knowledge.

Developer API

Access our domain-specific models for search, document understanding and drawing parsing to acclerate your firm's internal AI solutions.

Use Cases

See how Nomic automates code compliance, drawing review, submittal review, and firm-wide search. Ground AI in your drawings, specs, and project data to catch issues before construction and accelerate every workflow.

Webinar

Benchmarking AI Agents Across the Built Environment

Name: Benchmarking AI Agents Across the Built Environment
Start: 05/14/2026
End: 05/14/2026
Location: Virtual

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.

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

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Event Resources

Helpful links, recordings, and supporting materials from this event.

AEC-Bench announcement

Read the Nomic article introducing the benchmark, dataset, and evaluation framework.

AEC-Bench paper

Review the arXiv paper for the benchmark methodology and results.

AEC-Bench code

Explore the open-source benchmark code on GitHub.

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

Instantly check drawings against 380+ building codes and standards with Nomic Assistant. Get cited answers with specific code references—no more digging through PDFs and standards manuals.

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 and delivers cited PDF markups—catching issues while engineers design and the moment construction teams ingest drawings.

Automated Submittal Review

Automate submittal review with AI that cross-references every package against your drawings and specs. Nomic handles the first-pass review so your team focuses on decisions, not document triage—turning review cycles that took days into hours.

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

Instantly access all project-critical information—drawings, specs, RFIs, emails, and meeting notes—from a single search interface. Keep projects moving forward by finding answers fast, without switching between systems.

Nomic agents work in your project delivery software and tools