INTELLIGENCE ARCHIVE

Occupancy Analytics

Sensor fusion, space utilization, workplace analytics, and occupancy-driven building optimization.

Library Report

The Occupancy Inflection: Peak 80%, the Mandate-Reality Gap, and Why WiFi Just Became the Cheapest Sensor You Already Own

CBRE's 2026 benchmark hit 80% peak utilization across 303M sq ft. RTO mandates rose 12% but attendance moved only 1-3%. VergeSense and Juniper Mist now ship native WiFi-as-occupancy. Here is the 90-day FM playbook.

1 min read
Library Report

The 2026 Occupancy Analytics Playbook: From Ghost Bookings to Portfolio Rightsizing

Office utilization hit 53% in 2026 — up from 38% in 2024 — yet only 3% of CRE teams have deployed sensors. Sensor trade-offs, ROI case studies, APAC market context, and a 90-day implementation guide for any FM.

1 min read
Library Report

The 2026 Occupancy Analytics Playbook: Five Developments That Change the Deployment Math

Five April 2026 developments reshape occupancy analytics: probabilistic AI on 200M sq ft of data, Thread mesh sensors that deploy in hours, and a $250K/62-building/90-day ROI benchmark you can drop into any CFO proposal today.

1 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
Hybrid Work Occupancy Patterns — What the Data Actually Shows
Occupancy Analytics

Hybrid Work Occupancy Patterns — What the Data Actually Shows

Category: Occupancy Analytics & Sensor Fusion Hybrid Work Occupancy Patterns — What the Data Actually Shows Post-COVID hybrid work has permanently reshaped commercial real estate utilization.

7 min read
Wi-Fi vs. PIR vs. CO₂ — Occupancy Sensor Accuracy Comparison for HVAC Optimization
Occupancy Analytics

Wi-Fi vs. PIR vs. CO₂ — Occupancy Sensor Accuracy Comparison for HVAC Optimization

Category: Occupancy Analytics & Sensor Fusion Wi-Fi vs. PIR vs. CO₂ — Occupancy Sensor Accuracy Comparison for HVAC Optimization Not all occupancy sensors are created equal.

11 min read
The 4-Layer Sensor Fusion Model: Why Single-Source Occupancy Data Is Lying to You
Occupancy Analytics

The 4-Layer Sensor Fusion Model: Why Single-Source Occupancy Data Is Lying to You

The Occupancy Data Problem Nobody Wants to Admit Every smart building vendor claims accurate occupancy data. Almost none of them deliver it. The reason is

3 min read