What Must Be True Before AI Can Operate a Building?

Identify the data, interoperability, semantic, and governance conditions required for AI to operate reliably in building contexts.

Explain how fragmented handoff, proprietary silos, and weak lifecycle continuity can undermine sustainable building performance.

Define owner-centered requirements that preserve building intelligence from design through construction, commissioning, and operations.

Apply an AI-readiness checklist to assess whether a project or portfolio has the enabling conditions needed for responsible scale.