Estates sprawl faster than staffing
Plazas, bridges, depots, and plant rooms multiply — patrol coverage and budgets do not.
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.

Plazas, bridges, depots, and plant rooms multiply — patrol coverage and budgets do not.
Vandalism, dumping, and unauthorized access go unprosecuted because the record is missing or unusable.
Intrusion at substations, plant rooms, and control points is systematically under-detected until something fails.
Typical pilot targets agreed with public infrastructure teams before deployment — measured on your cameras, in your environment.
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.
Pick a use case and watch the rule that runs it — this is the entire configuration. No training data, no data-science team.
Public Infrastructure · rule editor
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.
In public infrastructure: Sovereign deployment for government estates — processing and evidence stay in-country by design.
Camera AI in public infrastructure sits under real regulatory obligations across the GCC, ASEAN, and the EU. Camnitive is designed to satisfy them — with evidence, not assurances.
Regulation (EU) 2024/1689
High-risk rules enforceable Aug 2, 2026
The Conformity Pack maps every applicable obligation to platform evidence — sealed logs, model documentation, oversight workflows — with a live conformity score in the dashboard.
Directive (EU) 2022/2555
CamEdge runs on your network segment, air-gap ready, with no inbound cloud dependency — camera analytics without expanding your attack surface.
Regulation (EU) 2016/679
Processing stays on-premises, no biometrics by default, retention is policy-driven, and DPIA-ready documentation ships with the Conformity Pack.
EDPB Guidelines 3/2019
Every rule is scoped to a declared purpose, evidence access is role-based and audit-logged, and retention is enforced automatically.
Security Surveillance Camera Law (2022)
Camnitive turns the cameras the law already requires into an intelligence layer — with sealed, access-controlled evidence that satisfies retention rules.
Law No. 24/2018/QH14
Sovereign on-prem architecture satisfies localization by design — nothing to localize because nothing leaves.
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.
Prefer to build the case yourself first? Four self-serve tools, no signup required:
A savings estimate seeded with public infrastructure defaults — tune it to your numbers.
Every rule we run in public infrastructure, with plain-English examples.
Draft camera policies and SOPs for your jurisdictions as a branded PDF.
Scope cameras, sites, use cases, and deployment model in minutes.
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.