All Insights
Explore our complete historical archive. Every strategy, analysis, and operational deep-dive from our newsroom, sorted from our foundational insights to the most recent.
5% of CRE AI Programs Achieved Their Goals. The Failure Point Is Always the Same: Data That AI Can’t Use
Five percent of AI programs in commercial real estate achieved their stated objectives. One in twenty. That’s McKinsey’s…
$470,000 in Annual Savings From AI Monitoring at One University — The Conditions That Made It Work vs the Ones That Make It Fail
Two facts about AI in building operations, and they appear to contradict each other. Kent State University documented…
Only 10% of FM Organizations Report All Projects On Schedule. The Bottleneck Isn’t People — It’s the Work Order System
Tuesday, 8:14 a.m. A tenant emails the property manager: the conference room on four is hot again. The…
The Average Commercial Building Is Over 30 Years Old. IoT Doesn’t Change That — It Changes What You Know About It in Real Time
The average commercial building in the United States is more than thirty years old. Let the number sit.…
38-45% of Every Maintenance Budget Goes to Emergency Repairs — Not Because the Team Failed, But Because the Scheduling Model Did
Pull a dollar out of your maintenance budget and follow it. If your operation looks like most, somewhere…
40% of FM Managers Are Over 55. The Knowledge They Carry Needs to Live in a System Before They Leave
Two facts, side by side. FacilitiesNet puts roughly 40% of facility management leaders over the age of 55.…
The Deferred Maintenance Backlog Builds $200 at a Time: How Automated PM Scheduling Is the Only Thing That Interrupts the Pattern
Nobody has ever deferred a million dollars of maintenance. It’s not a decision that exists. What exists is…
64% of Facility Teams Still Use a Spreadsheet for PM Tracking — and Why That’s a Data Infrastructure Problem Before It’s a Technology Problem
Roughly two out of three facility teams still run preventive maintenance out of a spreadsheet. Sit with the…
The Difference Between a Maintenance Budget and a Record of Emergencies — and How Automated PM Scheduling Changes That Ratio
Take any commercial operation’s maintenance ledger and sort it into two piles: work that was planned, and work…