AI Governance for Architecture, Engineering & Construction
AEC practices are early adopters of AI, in BIM, generative design, and project management. That puts you ahead on productivity and ahead on risk. Here's how to govern it properly.
Why AI governance in AEC is different
AEC firms face a unique combination of pressures: project data is commercially sensitive, BIM models contain client and supplier IP, and AI tools are being embedded directly into the software your team uses daily, Revit, AutoCAD, Bentley, and more.
BIM & Design AI
Generative design tools, AI-assisted BIM clash detection, and LLM-powered specification writing all process project data that may include client IP, third-party copyrighted content, and personally identifiable information about building users.
Project Confidentiality
Client project data entered into AI tools may be retained by the vendor for model training. This is a potential breach of NDA obligations and professional duty of care, and most standard software T&Cs don't protect you.
GPU-Intensive Workflows
AEC practices running Revit, Rhino, or computational design tools on AI-augmented cloud infrastructure need data governance built into their IT architecture, not bolted on afterwards.
Where AEC practices are most exposed
AI tools embedded in BIM software
Autodesk, Bentley, and others are integrating AI into their platforms. These may share project data with third-party AI providers under terms most firms haven't reviewed.
ChatGPT for specification writing
Engineers and architects using ChatGPT to draft specs may be uploading proprietary client briefs, performance requirements, or commercially sensitive project data.
No AI policy for project teams
Project managers and site engineers are making their own decisions about which AI tools to use on client projects, often without any guidance from practice leadership.
Cloud BIM & data residency
BIM 360, ACC, and similar platforms may store project data outside the UK. Post-Brexit data transfer rules apply. Most practices haven't assessed this.