The Building Data Openness Report Card v1
Ask twelve building-software vendors whether their platforms are open and you will get twelve yeses. This report card asks a narrower question: what does the public evidence support?
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.
Ask twelve building-software vendors whether their platforms are open and you will get twelve yeses. This report card asks a narrower question: what does the public evidence support?
The honest version, with estimates labeled as estimates. Pull the point list from any two office buildings and compare. One calls a supply-air temperature sensor AHU-3-SAT. The next calls the same physical thing SF03_DA_TMP.
Certification-rich, interoperability-poor: to our knowledge, the first building-data interoperability assessment written specifically for Asia-Pacific.
Daily CRE intelligence — what changed for building owners and operators, verified before publishing. Today's signals № 01 BMS cyber surface keeps widening — 38% of smart buildings already attacked, 75% of orgs ru n KEV-affected BMS: a priority watch…
Every "AI for buildings" pitch you got this quarter quietly assumes something that most portfolios do not have: a clean, vendor-neutral data layer the model can actually read.
Daily CRE intelligence — what changed for building owners and operators, verified before publishing. Today's signals № 01 BMS cyber surface keeps widening — 38% of smart buildings already attacked, 75% of orgs ru n KEV-affected BMS: a priority watch…
Most "AI agent for commercial real estate" guides are written by vendors selling one. This one is written by a practitioner who runs the measurement-and-verification (M&V) on live pilots across APAC and US portfolios — where the question is never…
For most of the last decade, AI-driven HVAC optimization was sold as an ROI story — "save 20-35% on cooling, pay it back in a year." In Taiwan, that pitch just became obsolete.
Singapore's Mandatory Energy Improvement (MEI) regime came into force in Q3 2025, and it changes the question facility managers should be asking. The old question was "Should we pursue a green certification?" The new one is "Is our building…