VTS got expert-in-the-loop verification right — for lease abstraction. But lease terms tell you what you pay. Building operations data tells you what you consume. Here's the structural gap that matters for LL97, green leases, and IPMVP financing.
Enel X is live on Taipower's VPP program — the first utility-grade demand response from commercial buildings in Taiwan. With APAC VPP market growing at 27.63% CAGR to $13.56B by 2030, here's what building operators need to know.
VTS validated expert-in-the-loop verification for leases. Nobody has done it for building operations savings claims. Here's the IPMVP gap every FM director should know before the next procurement cycle.
April 2026 tariffs on HVAC components and electrical equipment are adding 18-30% to hardware-intensive building projects. The ROI math has shifted — and the case for AI-first optimization has never been clearer.
Morris Chang built TSMC's moat on one commitment: never compete with customers. AISB's Agent Door operates on the same principle — three permanent rules defining what we will never do with your data, deal flow, or team.
Three platforms are competing for the CRE AI agent title. A five-dimension comparison of AISB, Cherre Agent.STUDIO, and JLL Lease Navigator — independence, domain intelligence, full-stack coverage, APAC support, and open access.
Most FM teams have too much data, not too little. The bottleneck is inference architecture — where AI reasoning happens and how fast decisions reach operators. Cloud-only, edge-local, or hybrid: here's the framework for commercial buildings.
Most CBM programs die at 18 months — not because the AI underperforms, but because fault data never becomes work orders. Here's the 3 architectural failure modes and the 5-question diagnostic to fix them.
IFMA World Workplace 2026 is running this week. The real theme beneath every AI and workforce session: FM identity. Here's what the best FMs are doing differently — and the 4-stage framework to lead the shift.