Commercial real estate is excited about AI, but practical adoption is still uneven.
In this episode of The Concrete Voice, I sit down with Topher Stephenson, co-founder of CRE AI Studio, to talk about where AI actually delivers value today.
We discuss:
– why AI only works when tied to real CRE workflows
– why messy data kills AI ROI
– automation vs “AI agents” and why the term is getting noisy
– the real risks behind vibe-coding internal tools
– why many people try AI but never truly adopt it
If you’re a CRE leader trying to separate hype from execution, this conversation is built for you.
PS: CRE AI Studio offers a free trial, and there’s also a listener promo available for the first month: "Feb25".