AI Agents for Commercial Real Estate: A Practitioner's Field Guide (2026)
Most "AI agent for commercial real estate" guides are written by vendors selling one. This one is written by a practitioner who runs
Local Law 97 Compliance: The Cheapest Path Is AI-HVAC
Local Law 97 Compliance: The Cheapest Path Is AI-HVAC By Robin Chien | IPMVP-Certified | 15+ Years Managing $1.2B in Commercial Real Estate Local
IPMVP Option C vs Option D: How to Prove Your AI-HVAC Savings Are Real
IPMVP Option C vs Option D: How to Prove Your AI-HVAC Savings Are Real By Robin Chien | IPMVP-Certified | 15+ Years Managing $1.2B
The AI-HVAC ROI Math: How a $4,144 Investment Returns $85,000 Per Year
The AI-HVAC ROI Math: How a $4,144 Investment Returns $85,000/Year By Robin Chien | IPMVP-Certified | 15+ Years Managing $1.2B in
Runwise vs BrainBox AI vs 75F: The Practitioner's AI-HVAC Vendor Comparison
Runwise vs BrainBox AI vs 75F: The Practitioner's AI-HVAC Vendor Comparison By Robin Chien | IPMVP-Certified | 15+ Years Managing $1.2B in
The AI-HVAC Pilot Guidebook: A Practitioner's 7-Step Framework for Your First Building
The AI-HVAC Pilot Guidebook: A Practitioner's 7-Step Framework for Your First Building By Robin Chien | IPMVP-Certified Practitioner | 15+ Years, $1.
Dollar Tree's Race Against the Clock: How AI HVAC Optimization Cut Energy Costs by $1M in One Year
BrainBox AI's autonomous HVAC controls delivered 20% energy savings across Dollar Tree's retail portfolio — translating to $1M in annual cost reduction. IPMVP-verified breakdown of the deployment strategy and M&V results.
Horizontal Data Integration at Scale: How Microsoft's Beijing Campus Achieved 27.9% Energy Savings with AI-Driven Building Controls
Microsoft's Beijing campus combined HVAC, CO₂, Wi-Fi, and PIR sensor fusion to verify 27.9% energy reduction under IPMVP Option A. The benchmark that redefined occupancy-based HVAC control at scale.
APAC CRE Q1 2026: Operational Alpha and the Smart Building Opportunity
APAC CRE Q1 2026: The $40.3 Billion Signal — Why Operational Alpha Is the New Moat By Robin Chien | Published: March 2026 | Reading time: 8