INTELLIGENCE ARCHIVE

Library Report

Library Report

Grid-Interactive Buildings: The 2026 Demand Response Playbook

Key Takeaways: Grid-interactive efficient buildings (GEBs) can generate $0.50–$3.00/sqft in annual demand response revenue while reducing energy costs 10-20%.

5 min read
Library Report

PropTech Capital Flows: Where Smart Money Is Moving in Q1 2026

Key Takeaways: PropTech funding is rebounding — January 2026 hit $1.7B (up 176% YoY) and February added $1.04B across 38 deals. Capital is rotating hard toward AI-native platforms, with AI-focused companies capturing 30-50% of new funding vs.

3 min read
Library Report

AI-HVAC Optimization: Q1 2026 Field Intelligence Report

Q1 2026 AI-HVAC Market: From Pilots to Portfolio Rollouts The first quarter of 2026 marks a decisive inflection point for autonomous HVAC optimization.

3 min read
Career

The Execution Playbook: From Facility Manager to Building Intelligence Officer

The FM-to-BIO career execution playbook — skills to build, projects to run, and the proof points that make the case.

13 min read
AI-HVAC

The AI-HVAC Pilot Guidebook: A Practitioner's 7-Step Framework for Your First Building

By Robin Chien | IPMVP-Certified Practitioner | 15+ Years, $1.2B Portfolio, 15+ AI-HVAC Deployments I have deployed AI-driven HVAC optimization in over 15 buildings across multifamily and commercial portfolios totaling $1.2 billion in asset value.

18 min read
Library Report

BrainBox AI Expands to 2,600+ Stores: What It Means for Portfolio-Scale HVAC

BrainBox AI at Scale: What 2,600+ Stores Tells Us About Autonomous HVAC's Maturation When BrainBox AI announced its deployment across Dollar Tree's retail portfolio, the headline number — 2,600+ stores — was easy to skim past. It shouldn't be.

4 min read
Library Report

PropTech VC Funding Q1 2026: Capital Returns to Smart Buildings

After a Two-Year Drought The $1.7 billion that flowed into PropTech in January 2026 alone — a 176% year-over-year increase — marks the clearest signal yet that institutional capital has re-engaged with the built environment after a prolonged…

3 min read
Library Report

Taipower Grid Freeze: Impact on Commercial Building Energy Strategy

Taipower Grid Freeze: What Taiwan's 5MW Moratorium Means for Commercial Building Energy Strategy Taiwan's state-owned utility Taipower imposed a moratorium on new grid connections above 5MW for commercial and industrial customers north of Taoyuan…

4 min read
Library Report

IPMVP Option D vs Option C: When to Use Calibrated Simulation

A practitioner's framework for the IPMVP Option C / Option D choice — where calibrated simulation earns its complexity.

4 min read