3. What is useful in SMACNA’s Hugh Seaton discussion?

SMACNA's episode description focuses on practical construction AI and its AI Leadership Initiative. Publisher listing

Use it for: an owner/estimating-manager discussion about where to place responsibility, how to select a first use case and what evidence staff need before changing their process.

Limit: the publisher and distribution-feed dates differ, and direct retrieval was intermittent. Treat it as a 2025 contextual discussion, not a newly released 2026 briefing; confirm the episode and current guest role before embedding it.

Discussion prompt: “What must we own internally even if a supplier builds the application?”