As offices evolve to hybrid and flexible work models, accurate occupancy data is essential for efficient space management, energy savings, and employee experience. At the same time, privacy concerns and regulatory requirements make camera-based monitoring undesirable or legally risky.
What is camera-free thermal sensing?
Thermal sensing detects infrared radiation (heat) emitted by people and objects. Camera-free thermal sensors convert heat patterns into anonymized occupancy and movement signals without producing photographic images and typically output counts, heat maps, dwell time, and flow vectors for building analytics rather than identifiable pictures.
Key features to evaluate
Accuracy and granularity
- Detection accuracy: Look for vendor-validated accuracy metrics (detection rate, false positive/negative rates) across typical office scenarios.
- Spatial granularity: Determine whether sensors provide single-point counts, zone-level heat maps, or fine-grained per-square-meter heat maps for dense areas.
- People-per-sensor capacity: Consider sensors that estimate multiple people in a field of view for open-plan spaces.
Latency and refresh rate
Choose sensors with low latency (seconds) and configurable refresh intervals for real-time HVAC and lighting control.
Field of view and mounting
- Coverage per sensor: Require coverage area specs in square feet/meters to estimate unit counts.
- Mounting options: Ceiling-mounted sensors typically deliver better room-level and open-space coverage.
Integration and data outputs
- Native integrations: Prefer out-of-the-box support for BMS, HVAC control, room booking, and analytics platforms.
- API and protocols: REST/HTTP, MQTT, or BACnet ease integration into existing stacks.
- Data types: Common outputs include occupancy counts, heat maps, dwell time, and ingress/egress flow.
Privacy and data governance
- No visual data: Verify sensors do not capture or store any video or photographic images.
- Edge processing: Prefer on-device detection and anonymization before sending aggregated data.
- Encryption and retention: Ensure end-to-end encryption and configurable retention policies to meet local laws like GDPR.
Security and compliance
- Firmware updates and patching: Look for signed OTA updates to reduce attack vectors.
- Device authentication: Secure onboarding and mutual TLS or similar methods protect data streams.
- Certifications: Check for relevant industry certifications and compliance attestations.
Power and connectivity
- Power options: PoE simplifies installation; battery or low-voltage options may be needed for retrofits.
- Network resilience: Edge buffering and reconnection behavior are important for reliable collection.
Vendor support and roadmap
- Pilot programs: Vendors that offer pilots help validate performance in your spaces.
- Analytics and UI: Evaluate dashboards, export tools, and customizable reports.
- Product roadmap: Ask about features like multi-floor tracking, enhanced analytics, or new integrations.