Crowd density & flow
Live occupancy and surge detection in stations and venues.
Stations, bridges, plants, and public venues: crowd density and flow, traffic and pedestrian safety, intrusion detection, and asset-condition monitoring — sovereign by design, with data that never leaves your jurisdiction.

Every use case runs on the cameras you already own — deployed in days, governed by deterministic rules, and backed by sealed, audit-grade evidence.
Live occupancy and surge detection in stations and venues.
Conflict points and risky crossings identified and trended.
Critical assets protected with continuous visual coverage.
Sealed records for enforcement and claims.
Track beds, plant rooms, and hazardous areas enforced.
Visual anomalies on public assets caught early.
CamEdge runs on-prem GPU inference against your current CCTV — no rip-and-replace, resilient to limited connectivity.
A deterministic rules engine enforces your policies — updated in minutes as operations change, with zero model retraining.
Every event lands in CamCore with an annotated clip and AI-written explanation — routed to your teams, ready for auditors.
Start with 10–50 of your existing cameras, prove value in weeks, and grow the same deployment into your operations system of record.
Prove crowd-density, intrusion, and asset-condition monitoring at 2–3 sites — sovereign by design, with video and data that never leave your jurisdiction.
Answers to the questions public infrastructure teams ask most about deploying Camnitive — from camera requirements to compliance evidence.
Yes — sovereignty is the design center. CamEdge processes video in-jurisdiction, the AI explanation layer runs on-prem, and CamCore can be hosted entirely inside your infrastructure. No video, events, or metadata need to cross a border.
Density and flow analytics are aggregate and anonymous. Facial recognition and biometric identification are deliberately excluded from the platform — which keeps deployments inside EU AI Act boundaries and national privacy law, and defensible in public debate.
Yes. Rules are defined once as templates and rolled out per site with local zone adjustments, and CamCore gives operators one governed view across the network — same policies, same evidence standard, every site.
Every intrusion, vandalism, and safety event is sealed with a timestamp, annotated clip, and AI-written narrative — a chain-of-custody-conscious record that supports enforcement action, claims, and public accountability reporting.
Yes. Visual-anomaly rules on existing cameras flag damage, debris, and deterioration on bridges, stations, and public assets between physical inspections — targeting crews where evidence shows they are needed.
Most agencies scope 2–3 representative sites and 20–50 cameras, evaluated over a defined period on detection precision, evidence quality, and sovereignty compliance — with the architecture documentation provided up front for security review.
Occupancy, security, and service quality in the buildings people move through.
On the cameras you already own. Start with a 10–50 camera pilot, see measurable ROI in weeks, and grow it into your operations system of record.