Articles

AI adoption and data automation in commercial real estate.

5 min read

Why "Ask Your Analyst to Build It" Isn't an AI Strategy

Most CRE firms are piloting AI but few are scaling it. Why handing AI to whoever's closest isn't a strategy, and the three commitments that make it one.

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5 min read

What Happens When CRE Firms Roll Out AI to Everyone

Buying AI licenses isn't a rollout plan. What CRE firms should hand to AI, what to keep away from it, and what has to be true before licenses go out.

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4 min read

Can AI Fix Your Talent Shortage in Commercial Real Estate?

Fewer junior hires and a thinner mid-level bench: how automating data movement lets the analysts a CRE firm already has carry a larger portfolio.

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