Decision-grade research, analysis, and strategic intelligence for CRE leaders navigating AI-driven building operations, energy optimization, and PropTech innovation.
Anuj Kadyan stepped into the CBRE CTO seat from a McKinsey enterprise-AI partnership. Six discovery questions, mapped to live AISB squad coverage and third-party ROI benchmarks. For institutional CRE technology leaders running the same 90-day discovery internally.
Healthcare has FHIR. Banking has Plaid. CRE has five overlapping 30-year-old protocols and no unified application layer — the moat that AI tenants and retrofit-compliance scans are now making structurally brittle. Companion to the AI-HVAC Guidebook 7-Step Cycle.
There is no Plaid for buildings. CRE has no neutral standards layer — BACnet (1995), Modbus (1979), LonWorks, KNX, OPC UA are all older than the iPhone, all vendor-locked. This is the moat the 10-agent CRE Brain was built to cross.
PwC pegs CRE AI production-deployment at 5%. A 1000+ member skills course launching inside the practitioner community is the most credible third-party validation of the deployment-gap thesis we've seen this year. Why the four discipline tracks separate the 12% from the 88%.
Class-A coastal stock with AI-tenant inquiry isn't CMBS distress — it's a retrofit problem with a 4-to-6-week decision window. The MEP delta, the 70-kW air-cooled retrofit ceiling, and where the CRE-AD + CRE-TS + CRE-PM combined squad output makes the difference.
EU AI Act Article 9 enforcement begins August 2, 2026. JCI acquired Nantum. Gartner says >40% of agentic AI initiatives will be discontinued by 2027. The six architectural commitments that survive all three pressures.
BrainBox ARIA, ARGUS Assist, Yardi Virtuoso, Eragon — and AISB. Five-vendor refusal matrix on writing to your BMS, IPMVP citation, jurisdictional code, privacy broker, and multi-fault reasoning. The architecture that survives a M security review is the one that refuses on each axis.
CapitaLand's 16.4% CapEx reduction across three retail/mixed-use assets is the cleanest publicly-anchored APAC AI-CRE datapoint we have. Here's the IPMVP Option-D methodology spine, the 5-step replication checklist, and the verification posture S-REITs and J-REITs need to defend the number.
Inside 60 days Cherre, VTS, ARGUS Assist, and Yardi Virtuoso converged on the same HITL architecture. All four skip the same operational layer. The convergence read for 2026 pilots.