Vision · engineering
Cameras that check the work.Idle cells, assembly steps, and weighments.
eManage CCTV AI attaches to existing IP cameras in engineering plants. It times unattended CNC cells, ticks assembly steps in order, checks weighments, and posts the events into eManage job cards without replacing the recorder.
Cameras
Any IP camera
Existing recorder
Alerts
Live
Checked in the plant
ERP
Job card
OEE live
Pilot
15–25 cams
Live within days
eManage AI Camera App
LiveeManage AI · Gate & weighbridge




4/4
Cameras
1,284
Detections
99.1%
Accuracy
0.8s
Avg. time
The problem
Footage is evidence. It is not a supervisor.
Plants review cameras after a customer rejection. The controller calls an unattended cell running. A missed bolt is found at final inspection.
Too late
After the rejection
Recorders store video. They do not check an assembly step unless someone watches.
Hidden
Unattended cells
A CNC waiting for its operator still looks like running to the controller.
Gaps
Spot audits
One supervisor cannot watch the machine shop, assembly bay, and weighbridge every minute.
Demo clips
Watch it run
Activity & short stops
Operator at one cell, the next unattended and timed. The controller still calls it running.
Assembly step check
Bearing, gasket, cover, four bolts. Each step ticked from the bench camera, in order.
Weighbridge · driver off the deck
Weighment is allowed only once the driver has left the platform.
How it works
Four moves.One write-back.
- 01
Map cameras.
Machine cell, assembly bench, weighbridge, restricted bay. Same IDs as Shop Floor Control.
- 02
Tune rules.
Assembly step order, cell attendance, and PPE per zone.
- 03
Check inside the plant.
Checks run on a small box in the plant. Faces can be blurred. Video need not leave the plant.
- 04
Write the card.
Step results, stop reasons, and PPE events update the live job card, OEE, and shift log.

PPE overlay · helmet / vest / shoes
Inside eManage ERP
A camera is a workstation.
Each feed is a machine, bench, or bay in eManage. A missed step is logged on the job card.
- Missed assembly steps logged against the job card
- Unattended time recorded against the machine and shift
- Hikvision, Dahua, Axis, Bosch, Uniview, Hanwha, CP Plus, any standard IP camera
Questions plantsactually ask.
If they are standard IP cameras, yes. No settings change, no camera swap.
A camera over the bench watches the steps in order, such as bearing, gasket, cover, and four bolts, and flags a step that is skipped or out of order.
15 to 25 cameras can go live within days of getting camera access. Full-plant rollout usually follows a two-week pilot.
No. It detects objects, PPE, and movement, not who a person is. Faces can be blurred, and video recorded in the plant stays in the plant.
What could your plantrun better?
eManage CCTV AI attaches to existing IP cameras in engineering plants. It times unattended CNC cells, ticks assembly steps in order, checks weighments, and posts the events into eManage job cards without replacing the recorder.
Request a demo →Next

