Episode summary: In this episode, we explore a recurring theme in construction tech: pilots are easy; scaling is hard.

What you’ll learn:

• Pilots avoid hard questions: pilots work because they quietly sidestep ownership, permissions, liability, and “who signs off.”

• Scaling forces accountability and governance: once you scale, you need lanes, reviewers, training, and a real operating model.

• Multi-party delivery raises the bar: design-build, CM-at-risk, and owner mandates mean your A.I. workflow is only as strong as the weakest data-sharing link.

• Default policies enable or block progress: what’s allowed by default (tools, data access, templates, review loops) determines what actually happens at scale.