The short answer: it's not the AI. It's the data layer underneath it. A new JLL study reveals that 92% of real estate companies are now running AI pilots — but only 5% report achieving their goals. The gap isn't model quality.
Q1 2026 saw $3.3 billion flow into proptech — a 64% jump year-over-year across 125 deals. The headline number is impressive, but the more important signal is where that capital went.
The Measurement & Verification (M&V) discipline is quietly splitting into two worlds. On one side: the legacy Option C spreadsheet — monthly utility bills, manual regressions, a 12-month wait before anyone can confirm savings.
The 2026 AI-HVAC playbook: verified results plus a 90-day activation path.
A 60-day read on the BaaS platform vendor landscape and what it means for buyers.
Five developments changing occupancy-analytics deployment math in 2026.
The 90-day FM playbook for building digital twins in 2026.
Three 2026 compliance deadlines converging on Taiwan's commercial buildings, read together.
The AI power tax: why commercial buildings are turning into grid assets in 2026.