Your cameras. One AI security team.
It investigates first. Then it acts.
Up to 64 feeds · Cloud or fully private · Humans stay in command
Deployed with publicly listed companies and live operating sites — names under NDA.
Cameras have always recorded. Nobody has ever really watched.
Footage gets reviewed after it's already too late. This is the operator that never loses focus.
One operator. Every camera.
Plug in the cameras you already own. It starts working.

Understand
AI that reads people, objects, and events in real time — not just motion.
Decide
Context-aware decisions using your policies and business rules.
Act
Trigger actions, send alerts, or kick off automated workflows.
This is where it's different.
Detectors look once. Your agent thinks, investigates, remembers.

Task it in plain language
"Watch the loading dock tonight." Give the agent instructions the way you would a teammate.
Different rules for every camera
Loss-prevention at the till, intrusion at the back door, falls in the lobby — each camera gets its own brief.
Cross-camera, cross-time investigation
When something happens, the agent checks adjacent cameras and the surrounding timeline, and hands you a complete evidence trail — not just a snapshot.
Your own secure event database
Events, snapshots, and the audit trail live in a database you own — the agent's long-term context. Traceable, verifiable, never shared.
Workflows & agent teams
Schedule jobs, delegate sub-agents to investigate in parallel, and get a daily site digest in your inbox — hand it the whole watch workflow.
Speaks the tools you already use
Telegram, Slack, Google Chat, email, webhooks, even MCP — alerts and commands flow through the channels your team already lives in.
Not another motion-detection camera.
See where Tensor Dynamics Watch fits next to what you're probably comparing it to.
| Capability | Basic motion-detection cameras | Cloud VMS + analytics | Tensor Dynamics Watch |
|---|---|---|---|
| Understands scenes, not just motion | |||
| Fuses accurate person-counting with AI reasoning | |||
| Investigates across cameras and time, automatically | |||
| Takes action, not just fires an alert | |||
| Full event log & audit trail | |||
| Connects to Telegram, Slack, Google Chat, webhooks, MCP | |||
| Private-deployment option, works offline |
"Cloud VMS + analytics" refers to typical cloud camera platforms with an object-detection add-on; capabilities vary by vendor.
The math never made sense. Now it does.
One guard's salary covers one gate, one eight-hour shift. The same budget now covers all 64 cameras, around the clock.
guard's salary buys one gate, one 8-hour shift
cameras watched for that same budget
on duty, with no shift-change gaps
coffee breaks, sick days, or lapses in attention
Up and running in an afternoon.
Deploy Tensor Dynamics Watch
Cloud-managed or fully private — set up in hours, not weeks.
Connect your cameras
Point it at the cameras you already own — Tensor Dynamics Watch connects automatically. No new hardware.
Let it carry the watch
Lingering, strangers, anything unusual — it messages you. The rest of the time it just watches. You only step in when it calls you.
From a single storefront to a sixty-four camera site.
The same agent architecture covers any size site — and when you need it, footage can stay entirely on your own hardware.

On-device option
AI inference can run entirely on your own machine.
Works offline
No internet? Tensor Dynamics Watch keeps watching.
The hardware is yours
Install once, keep it for years, update anytime.
Deploy your first AI security agent.
We're onboarding early customers hands-on. Use the cameras you already own — no rip and replace.
- 1Request access — you join the queue.
- 2We approve you and send an invite to sign in.
- 3Download the app, connect your cameras — the AI just works.
Questions people ask.
How does pricing work?
Will my cameras work with it?
Is my footage uploaded anywhere?
Does this replace my staff?
Deploy your first AI security agent.
It doesn't just watch. It acts.