We watch every second on the line.
NumTech connects to the cameras already on your factory floor. Yield loss, quality drift, and safety incidents — caught in real time, on the infrastructure you already have.
From frame to action in seconds.
Every feed runs through the NumTech AI worker. The instant an event appears it's flagged — and the response fires automatically: a stop, an alert, an escalation, before the next unit moves.
NumTech AI Worker
Buffer nearing overflow
Line 2 buffer area · 14:15:40
Line leader notified
Escalation sent · 14:15:42
Four axes of oversight.
Process Control
Each stage holds to its set point — drift off the process recipe is caught before it reaches the next one.
Three steps to go live.
- 01
Plug in the cameras you already have
Existing IP cameras are enough. No new hardware to purchase.
- 02
Tune the model to your line
Your conveyor, your product. We train models against your own footage.
- 03
Turn on real-time oversight
Alerts to the dispatcher, reports to management — one panel for both.
Five lines of work.
Where the system is already running or in commissioning.
Automate your vision-based workflows in days, not months.
- 01
Define critical areas
Outline the zones that matter on each feed — the fill point, the exclusion area, the stacked output — so the agent watches exactly where loss and risk show up.

- 02
Define visual triggers
Start from our pre-trained trigger library or train your own. A single stream can run several triggers at once, each watching for a different event.

- 03
Define actions and escalations
Set how the agent responds — a dispatcher ping, a logged event, or a closed-loop stop — and chain those into escalation paths from first alert to full intervention.

Let's look at your line together.
An hour of conversation, a video walkthrough of a representative case. Specific answers to your specific questions.














