AI-powered Behavioural Analytics for Physical Spaces
Measure how people actually use your space: attention, engagement and movement, not just footfall.
How it Works…
From a camera coverage survey to artwork-level engagement insights:
Integrate, calibrate, measure, and understand visitor attention in real-world space.
Integrate
A coverage survey maps your CCTV; standard IP cameras fill any blind spots.
- ✓No facial recognition is used.
- ✓No identity profiles are created.
Each camera simply observes how visitors move and orient within the room.
Calibrate
Every gallery is mapped to its real-world dimensions.
This allows Constantine to understand:
- ✓Where artworks are located
- ✓Viewing distances
- ✓Movement patterns between works
- ✓Circulation flow between rooms
Because the room is mapped to its real-world distances, Constantine can build true engagement metrics based on a visitor's position, walking speed and orientation.
Measure
Each artwork is assigned an engagement zone, the space where meaningful attention can occur.
When a visitor enters that zone and orients toward the work, Constantine measures:
- ✓How long attention is sustained
- ✓How frequently visitors return
- ✓How engagement shifts across the exhibition
It captures which works hold attention, and for how long. That is a different question from how many people walked past.
Insight
Curators, directors, analysts and beyond receive real-time analytics and AI-powered recommendations:
- ✓Dwell time distributions per artwork
- ✓Engagement comparisons between rooms
- ✓Visitor flow through the exhibition
- ✓Attention drop-off points
- ✓Engagement patterns by hour/day/week
- ✓AI-powered curation and layout recommendations
All outputs are aggregated and privacy-first.
Privacy by design
Constantine is built so that personal data cannot exist in the system.
How does video processing work with Constantine?
All video is processed locally on edge devices inside the venue. The system converts live pixels into anonymous spatial signals (position, orientation, dwell time) in real time. The video stream is never transmitted, never archived, and never accessible to your staff or to Constantine. Once processed, the raw footage is immediately destroyed.
What leaves the device?
Only aggregated, non-identifiable metrics. There is no biometric tracking, no visitor profiles, and no way to reverse-engineer identity from the output. Even Constantine cannot access individual visitor-level tracking data, because it does not exist.
Museum & Gallery Use Cases
From permanent collections to temporary exhibitions and cultural venues.
Museums & Galleries
Curation insights, layout optimization, donor reporting.
Temporary Exhibitions
Compare rooms, wall-text and label engagement, and A/B layouts.
Cultural Venues
Events, installations, audience flow and crowding.
Request a pilot
We'll reply with a 15-minute pilot checklist.