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Why 95% of Facility Management AI Projects Fail, and What the 5% Do Differently

I’ve watched organizations burn money on AI pilots that never leave the conference room.The pattern is predictable: leadership approves a budget, a vendor delivers a demo, the pilot launches with…

  • Shawn Grant
  • January 18, 2026

Agentic AI Is Coming to Facility Operations. Here’s What You Need to Know Before Anyone Deploys It.

Vendors are starting to pitch something they call “agentic AI.” Sounds like marketing, right? But the shift is real.Traditional AI answers questions. Agentic AI takes actions.The difference matters…
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If you oversee multiple properties, the future of facility management is really about seeing the full picture. It’s having a clear, real-time view across the entire portfolio and understanding what’s actually happening, not just reading reports after the fact. That kind of visibility is what allows leaders to empower their FM teams to stay ahead of issues instead of constantly reacting to them.

Shawn Grant

Founder, ClearFM