AI Building Intelligence for CRE Leaders. Decision-grade research, live pilot case studies, and ROI frameworks powering the smart building revolution.
Practitioner intelligence covering every layer of AI-powered building operations — from HVAC optimization to grid-interactive revenue.
BrainBox vs 75F teardowns, IPMVP case studies, sensor fusion deployment guides
Local Law 97 impact, carbon credit strategies, RE100 pathways for CRE portfolios
FDD vendor comparisons, condition-based maintenance ROI, CMMS integration
Digital twin platforms, BIM integration workflows, lifecycle costing frameworks
Sensor fusion models, activity-based working, density optimization for hybrid
VPP participation, TOU arbitrage, Taipower constraints, BESS monetization
Horizontal architecture, Brick Schema/Haystack, API-first vendor evaluation
BAS security frameworks, OT/IT convergence risk, insurance requirements
How an AI-HVAC savings claim is verified in APAC facilities: what IPMVP Option C can and cannot prove, and why grid constraints change the payback maths.
Practitioner-grade tools, not vendor brochures. Every resource built from live operational data.
Input your building sqft + annual energy bill. Get projected savings at 15/20/25% efficiency tiers with payback timeline.
Total cost of ownership comparison: BrainBox AI vs 75F vs Siemens DVO vs Johnson Controls OpenBlue.
Jurisdiction-by-jurisdiction compliance requirements mapped to building archetypes. APAC + US coverage.
Step-by-step planning template with ROI milestones, regulatory triggers, and technology sequencing.
4 anonymized case studies showing FDD vendor performance against maintenance spend reduction targets.
Weighted scoring framework for evaluating smart building platform vendors. Horizontal vs vertical architecture.
Weekly insights from live operations, vendor evaluations, and market analysis.
A seven-year, $60.5M NYSERDA impact evaluation of 654 buildings found vendor-reported savings only 48% verified overall — but FDD-only and OEM-controls-only vendors verified 0%, while ASO and software-overlay vendors verified over 100%. Here's the vendor-type table every AI-HVAC RFP should use.
H1 2026 poured US$5.6B into smart-building AI and saw 46 startup acquisitions — Nantum AI into Johnson Controls, MaintainX into Autodesk (Memoori). The buyer-side risk: your AI overlay vendor gets absorbed into a mega-vendor roadmap. The change-of-control clause that keeps your building running.
Your AI-HVAC vendor sold you a commissioning number, not a permanent asset. Control models drift as occupancy, weather, and equipment change — McKinsey pegs first-year AI degradation at 40%. The 2026 FM job: own the retraining trigger and continuous persistence M&V.
A 2026 survey of 1,000+ CRE leaders found 51% call AI the top force reshaping the sector, but only ~1 in 5 has an innovation framework. In APAC, Singapore (38%) and India (27%) lead — and the readiness gap is the opportunity.
Every major smart-building vendor says AI is central to strategy; independent research finds almost none discloses AI-specific results at the financial level. A buyer's guide, with the five questions that cut through the claims.
Johnson Controls, Carrier, Trane and Delta all call AI central to their smart-building strategy — but their fastest-growing business is now the data center. What that capital pull means for the people who run commercial buildings.
Refrigerant leaking from your chillers is a fugitive Scope 1 emission — 15–40% of a CRE portfolio's Scope 1 that most carbon reports still count as zero. With the AIM Act, Taiwan's HFC quota, and Kigali all squeezing high-GWP gas in 2026, here's the 90-day register-and-repair playbook.
CBRE's 2026 study of 303M sq ft shows office utilization at 53% and desk-sharing as the norm — yet most teams aim occupancy data only at desk math. The bigger payback: feed it to HVAC. Occupant-count DCV cuts HVAC energy up to 40% and peak charges 10-25%. Here's the 90-day play.
AI Smart Buildings is an independent CRE AI intelligence portal for the people who run commercial buildings — verification-first analysis of smart HVAC, energy proof, and the vendor landscape.