INTELLIGENCE ARCHIVE

smart-buildings

strategy

Why Most CRE-AI Pilots Fail — and What the Working Ones Share

92% of CRE firms run AI pilots; about 5% hit all their goals (JLL 2026). Why most stall, what the working 5% share, and how to read a verified savings number vs an 'up to' claim.

4 min read