Rehearse the change before you change the plan
A project team should be able to inspect a possible future without accidentally committing to it.
Project Complexity Is Not More Work. It Is More Relationships.
Project complexity comes from connected outcomes, decisions, dependencies and owners. Learn five ways to keep a changing project coherent.
Every AEC Platform Is Getting an Agent. The Project Still Needs a Memory.
AEC platforms are gaining AI agents. Learn why projects need a portable decision memory across evidence, authority, dependencies and live work.
AI Governance Is Now a Project Management Problem
Learn how to turn AI governance policy into traceable project work using sources, owners, approval gates, change impacts and evidence.
The Coordination Tax: When More AI Agents Make the Plan Worse
More AI agents can make project planning worse. Learn how coordination overhead, shared state and dependencies determine whether agentic AI helps.
The World Model Solution: Moving Beyond Static Digital Paper in Project Operations
Why static project tools and standard language models fall short, and how an AI World Model can connect state, causality and decision lineage with human approval.
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.