Video surveillance, at scale.
Video surveillance is where Brightsight runs across the most cameras today. Surveillance integrators license it as the AI layer of their offering. Operations centers run it across thousands of cameras. Critical-infrastructure sites deploy it on-prem with no external network. Same Brightsight platform underneath — security is simply where the most cameras run today.
Augment, or replace, your legacy video analytics.

Brightsight runs on the cameras and servers already on site. It performs detection and tracking across the camera fleet, aggregates raw model output into operational events, and pushes those events into the VMS or SOC tooling the operator already uses.
What you get
- 01Perimeter breaches, caught.
- 02Loitering, tailgating, falls — flagged.
- 03One subject. One event. Every camera.
- 04Months of footage, searched in seconds.
- 05Alerts in the VMS you already run.
Three buyer profiles.
- 01
Surveillance integrators
License Brightsight as the AI layer of their offering. We ship the model and the runtime; they package it inside the system they sell to their end customer.
- 02
Operations centers
Run Brightsight across existing camera fleets at scale. Hundreds to thousands of cameras, multiple sites, operator hand-off into the VMS and SOC tooling they already use.
- 03
Critical-infrastructure sites
Deploy strictly on-prem, no external network. Behavior-based intrusion detection and inter-camera tracking for sites where data egress is not allowed.
We work with surveillance integrators, operations centers, and critical-infrastructure operators across Europe.
How it wires into your network.
Brightsight sits between your cameras and the systems your operators already use. One appliance on your rack, behind your firewall — no parallel UI, no second network, no data egress.

- ACamerasyour fleet
- BBrightsighton-prem appliance
- CVMS / SOCyour existing stack
- DOperatorthe human at the desk
No data egress.
Footage and detections stay on the customer's network. The appliance never streams video out. Only operational telemetry — model health, version info, latency stats — flows back to Daskell, encrypted, over signed channels.
No parallel UI.
Events route into the VMS the operator already uses. Milestone, Genetec, Hikvision, Axis, Bosch, Avigilon — Brightsight pushes alarms into the customer's existing workflow.
Operated by us. Watched continuously.
Every deployment is anchored on hardware we install and operate. Security isn't a checkbox — it's the operating model. State-of-the-art secure deployments need state-of-the-art operational hygiene, and that's what we run for you.
Secure remote access.
Daskell engineers reach the appliance through a hardened VPN with hardware-backed keys and signed access tokens. No standing credentials, no shared logins, every session audited.
Signed update channel.
Security patches and model updates ship through a signed, verifiable channel. Nothing lands on the appliance that isn't cryptographically attributable to us, and the customer can audit every version transition.
Continuous monitoring.
24/7 watch on inference health, network connectivity, security posture, OS patch level, and model accuracy drift. We see when something moves before you do — and we move first.
Auditable by design.
Every detection, event, and operational action is timestamped, attributed to a model version, and stored in a way the customer can audit. Nothing the customer can't inspect; nothing we can't explain.
On-prem first.
The appliance lives in your rack, on your network, behind your firewall. Critical-infrastructure deployments can run fully air-gapped if egress is not permitted.
One view. Every camera.
The operator doesn't learn a new interface. They get visibility over the entire fleet — every camera, every site — through the system they already run. Brightsight feeds it the events that matter, drops the ones that don't, and gives forensic search across the deployed history.


Fleet view with cross-camera tracking, behavior-based event aggregation, and forensic search across the deployed history.
What the operator gains.
- 01Cross-camera tracking surfaces a single subject as one event, not eleven new detections.
- 02Alarms route into the customer's existing SOC tooling — no parallel UI to maintain.
- 03Behavior-based events (loitering, tailgating, abandoned objects, falls) tuned to the site's normal.
- 04Confidence scores and bounding boxes available for downstream automation.