INTELLIGENCE ARCHIVE

Case Studies

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

Case Studies

Siemens Digital Value Optimization Cuts 25% Energy at 1111 Broadway

Reading Siemens' reported 1111 Broadway result — the building, the system, and the questions owners should ask.

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 7,000+ locations already connected to BrainBox AI's Envoy EMS for monitoring, the company needed…

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

Slug: dollar-tree-brainbox-ai-hvac-optimization Category: Case Studies Published: 2024 Dollar Tree deployed BrainBox AI's autonomous HVAC optimization across 616 retail locations, achieving 7.98 million kWh in annual energy savings and $1.03M in…

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

Slug: 1111-broadway-oakland-siemens-dvo Category: Case Studies Published: 2024 1111 Broadway, a 601,000-square-foot Class-A office tower in Oakland, deployed Siemens Dynamic VAV Optimization to refine air handler control strategies.

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

Slug: microsoft-beijing-johnson-controls-openblue Category: Case Studies Published: 2024 Microsoft's Beijing West Campus deployed Johnson Controls' AI-enhanced OpenBlue platform to manage a 150,000-square-meter complex with horizontal data…

6 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

The Building and the Problem 1111 Broadway is a 572,000 sq ft, 24-story Class A office tower built in 1992 and refreshed in 2019. It sits directly above the 12th Street BART station in Oakland, California.

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

The Challenge Dollar Tree operates over 16,000 retail locations across North America, each running packaged rooftop HVAC units with minimal building automation.

2 min read
Why Amazon's 15% Energy Savings Proves Every Building Owner Wrong About AI-HVAC
AI-HVAC & Energy

Why Amazon's 15% Energy Savings Proves Every Building Owner Wrong About AI-HVAC

Reading Amazon's reported autonomous-HVAC result — and what it does and doesn't prove for other building owners.

1 min read