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Podcast

Scaling AI in Complex Infrastructure Environments

Listen to Aurecon's Dave Mackenzie and Nomic CEO Andriy Mulyar discuss the rise of agentic AI, strong data foundations, and what it takes to embed AI into complex engineering and infrastructure environments.

Scaling AI in Complex Infrastructure Environments
16 APR 2026
Virtual

Recap

Event highlights

Podcast

Aurecon's Group Director, Digital & AI, Dave Mackenzie sat down with Nomic CEO Andriy Mulyar to unpack how AI has evolved to execute practical impact across industries and the skills people will need in the future for success.

As AI becomes more capable, the differentiator isn't access to tools but how organisations use them. The ability to think systemically, orchestrate outcomes, and apply professional judgement is becoming more critical than ever.

The conversation dives into the rise of agentic AI, the growing importance of strong data foundations, and what it really takes to embed AI into complex, real-world environments like engineering and infrastructure.

While technology is advancing rapidly, the episode highlights one consistent theme: the organisations that will see the greatest benefit are those that combine strong technical capability with the right culture, human skills, and standards — and when these elements are embedded into AI agents and workflows to drive both efficiency and innovation.

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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

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

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

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

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 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.

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