AI Readiness vs AI Literacy in AEC: What Survives Audit
What AI readiness means in AEC, why access is not readiness, and the three architectural tests an AI tool must pass to be procurement-defensible.
AI Document Coordination for Data Center Construction
What document coordination has to do on hyperscaler data center builds, the three architectural commitments, and procurement implications for AEC firms.
AI Hallucination in AEC Work Product: What Survives Audit
What AI hallucination is, why the Cassata case matters for AEC, and the three architectural tests an AI tool must pass to be procurement-defensible.
The AEC Platform Race and the Architectural Question
Autodesk's $3.6B MaintainX deal and Procore's agentic CDE reshape AEC procurement. Three architectural tests AI tools must pass.
ISO 19650 and AI Agent Compliance: What the Standard Requires
How ISO 19650 information management obligations apply to AI agents handling AEC project documents. Three architectural tests, one worked example.
Audit-Defensible AI: What the Phrase Actually Means
The three operational tests that define audit-defensible AI, with verified regulatory context, AI incident data, and a vendor-neutral evaluation framework.
Gateway 2 Evidence Reconstruction: What the BSR Asks
The five questions the Building Safety Regulator asks at Gateway 2, and an architectural answer for AEC firms working under the Building Safety Act 2022.
H2A2H Governance: AI Trust Architecture for Construction
An architectural commitment to cited, approval-gated AI for AEC. Three commitments any honest architecture has to make.