INTELLIGENCE ARCHIVE

Case Studies

Real-world AI building pilot results, vendor deployments, and ROI analyses from live projects across APAC.

Case Studies

JCI OpenBlue Achieves 27.9% HVAC Savings at Microsoft Beijing with AI-Enhanced Building Intelligence

The Campus Microsoft Beijing Campus consists of two buildings totaling 148,000 square meters (~1.59 million sqft) in the Haidian District, Beijing. Johnson Controls

2 min read
Case Studies

Siemens Digital Value Optimization Cuts 25% Energy at 1111 Broadway

The Building 1111 Broadway is a 24-story, 601,014 sqft Class A office tower in Oakland's CBD, sitting directly atop the 12th Street

2 min read
Case Studies

How Dollar Tree Saved 20% on HVAC Energy with BrainBox AI

The Challenge Dollar Tree operates 16,000+ retail locations across the US and Canada, each averaging ~11,000 sqft with rooftop HVAC units (RTUs). With

2 min read
Dollar Tree's Race Against the Clock: How AI HVAC Optimization Cut Energy Costs by $1M in One Year
Case Studies

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.

4 min read
Dynamic Pressure in the Bay: How Siemens DVO Optimized VAV Systems Across Oakland's Class-A Office Tower
Case Studies

Dynamic Pressure in the Bay: How Siemens DVO Optimized VAV Systems Across Oakland's Class-A Office Tower

Siemens DVO's dynamic pressure optimization at Oakland's 1111 Broadway tower cut fan energy 35% without a single tenant complaint. A VAV balancing deep-dive FM teams can replicate without BACnet rip-and-replace.

4 min read
Horizontal Data Integration at Scale: How Microsoft's Beijing Campus Achieved 27.9% Energy Savings with AI-Driven Building Controls
Case Studies

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.

6 min read
Microsoft Beijing's 27.9% Energy Reduction: Inside JCI OpenBlue's AI Campus Retrofit
Case Studies

Microsoft Beijing's 27.9% Energy Reduction: Inside JCI OpenBlue's AI Campus Retrofit

A granular walkthrough of the M&V methodology behind Microsoft Beijing's 27.9% energy reduction — showing exactly how IPMVP Option A was applied to a 500,000 SF campus HVAC system.

5 min read
1111 Broadway: How Siemens DVO Cut Fan Energy 35% in a Class A Office Tower
Case Studies

1111 Broadway: How Siemens DVO Cut Fan Energy 35% in a Class A Office Tower

Oakland's 1111 Broadway achieved 35% fan energy reduction using Siemens DVO dynamic pressure control — overlaid on existing BACnet infrastructure. The no-rip-and-replace playbook every FM team needs.

3 min read
How BrainBox AI Saved Dollar Tree 13% Energy Across 600 Stores — Without Touching Hardware
Case Studies

How BrainBox AI Saved Dollar Tree 13% Energy Across 600 Stores — Without Touching Hardware

BrainBox AI's autonomous platform delivered verified 13% energy savings across Dollar Tree's first 50 retail locations in Year 1. The multi-site scalability playbook for FM operators managing distributed portfolios.

2 min read