©Flobe Industries
Autonomous perception
for the physical
world.
On-device visual intelligence for transit networks and critical infrastructure. No cloud. No dependencies.
Member of NVIDIA Inception
Sentinel classifies.
Learns. Remembers.
On first contact.
Live inference output. Every classification committed to on-device memory at T+0. No uplink. No retraining. No operator input.
Conventional computer vision fails the moment the signal drops, and underground it drops all the time. Sentinel was built for exactly that moment: it sees every ticket barrier right on the device, learns each station on its own and explains every decision. The same engine protects critical infrastructure wherever it is needed. No cloud. No failure point.
Five pillars of on-device intelligence.
One inference engine. Deployed at the edge. Classifies, learns, and permanently retains any new object on first contact, from station cameras and vehicles to fixed perimeter cameras.
Cloud Independence
Full offline capability. Zero cloud dependency. Air-gappable. Operates through connectivity loss, deep tunnels and full offline conditions.
Cameras as Sensors
Integrates with standard station CCTV and ticketing systems. Raw video streams converted into real-time object classifications.
Self-Adaptive AI
Upon first contact with an unknown object, Sentinel classifies, commits to permanent on-device memory, and adapts to each station. Zero operator input, zero retraining pipeline.
Living 3D Projection
Automated incident logging and Digital Twin overlays. Persistent situational awareness across every station and line.
Compliance & Trust
Visual evidence on every decision and no facial recognition. Satisfies EU AI Act Article 13 explainability requirements and GDPR compliance out of the box.
Sentinel.
High-performance visual intelligence platform for stations, vehicles and critical sites. Autonomous detection, persistent on-device learning, and operational transparency, deployed at the edge and independent of cloud infrastructure.
Inside Sentinel
Edge inference
Full inference on compact edge hardware inside the station. Zero data egress. Operates through complete connectivity loss, from gate lines to trains and buses.
Ultra-low inference latency
From camera frame to decision in real time. Consistent performance in rush-hour crowds, under bandwidth constraints and in harsh conditions.
Explainable by design
Visual evidence on every classification. Every decision auditable, satisfying EU AI Act Article 13 requirements and providing full transparency.
Where Sentinel
works.
On-device visual intelligence for metro, tram and bus networks and for critical infrastructure, wherever connectivity is unreliable and data has to stay on-site.
Public Transit
Sentinel watches ticket barriers, platforms and carriages through the cameras a network already runs. It spots fare dodging the moment it happens and sends the nearest inspector a short clip, with every face masked on the device.
- Fare evasion
- Inspector alerts
- Platform awareness
Energy, Ports & Utilities
Perimeter monitoring, asset inspection and change detection across energy sites, ports and utilities, including remote sites with no reliable connectivity. Everything is processed on-site and nothing leaves the fence line.
- Perimeter monitoring
- Asset inspection
- Change detection
See. Understand. Explain. Alert.
From a camera frame to an alert on the right phone, entirely on-device and in real time. No cloud round-trip. No external dependency.
See
Sentinel reads the cameras already watching gates, platforms and vehicles, plus thermal cameras at critical sites. Faces are masked first.
Understand
It follows every passage through the ticket barriers, notices what looks wrong and builds a live picture of each station.
Explain
Every decision comes with a short clip, the reason behind it and an audit trail. Transparent, verifiable, GDPR-compliant.
Alert
An alert lands in the mobile app of the nearest inspector or site guard, and a dashboard shows the whole network. The right signal reaches the right person at the right time.
A passenger jumps a gate. The inspector knows within seconds.
No more random ticket checks. Inspectors see which gate it was, what happened and when, and can reach the passenger before they leave the station. People who paid are never identified.
Passenger video never leaves the station. Sentinel does all of its work right where the cameras are, so there is nothing to upload, nothing stored in someone else's cloud and no extra bill for bandwidth. It keeps working deep underground and through network outages, and passengers stay anonymous the whole time. Energy sites and utilities get the same promise: their data stays inside the fence.
Every alert comes with a reason. Inspectors see the clip and exactly what Sentinel noticed, and every decision is kept on record for later review. Sentinel never recognises faces and never fines anyone: a person always makes the final call, on a train or at a substation gate. Built for the EU AI Act from day one. No black boxes.
A digital citadel.
Cloud independence
No vendor lock-in and nothing upstream to fail. Sentinel lives inside your stations and sites, on your terms and under your control.
Offline-first reliability
Built for the places a signal cannot reach: deep stations, long tunnels, remote substations. Sentinel keeps watching and recording, connection or not.
Software independence
Every update is signed and every decision can be traced. Operators, auditors and regulators can see exactly what runs in their network.
Hardware agnostic
No new cameras and no special equipment. Sentinel works with the CCTV a network already has and runs on compact, everyday hardware.
The people behind the signal.
A compact leadership team operating at the intersection of frontier AI, hardened systems engineering, and operational needs.
Fedor Timoshenko
Egor Iachimov
Kristian Georgiev
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We work with infrastructure operators, enterprises and partners across the public and private sectors.