Why Smart Building AI Fails: The Bolt-On Problem (And the Fix)
Most condition-based maintenance programs die not because the technology failed, but because the workflow was never touched. Here is the failure pattern FM practitioners keep rediscovering — and what integrated building intelligence actually looks like.
Why CRE AI Agents Finally Work: The Protocol Stack Beneath /ask/
AI agents querying building data used to require custom integrations for every data source. In 2026, a shared protocol eliminated that problem. Here is what changed and why it matters for FM and CRE operators.
The Smart Building Inflection Point: Why 2026 Is Different
For a decade, smart building pilots produced impressive slide decks and modest energy savings. In March 2026, something changed. Here is what shifted — and what FM leaders need to do before their peers figure it out.
APAC CRE Q1 2026: Operational Alpha and the Smart Building Opportunity
APAC CRE Q1 2026: The $40.3 Billion Signal — Why Operational Alpha Is the New Moat By Robin Chien | Published: March 2026 | Reading time: 8