AI
AI Copilots: past the demo, into production
How enterprise construction teams are moving AI from proof-of-concept into daily workflows.
Sarah Chen2026-06-24 · 8 min
Field notes from the front lines of construction, capital projects and facilities operations.
How enterprise construction teams are moving AI from proof-of-concept into daily workflows.
Automating the owner reporting cycle without losing narrative depth.
Which sensor investments actually reduce reactive spend.
MTBF, warranty and IoT triggers — the trifecta.
IFC, BIM and GIS in one graph — without the vendor lock-in.
Automating capital release without breaking your CFO's controls.
Reporting sustainability from the data you already have.
Publishing scorecards is easy. Getting suppliers to change is the work.