Factory floors need answers at line speed, and images of your parts shouldn’t leave the plant. RageEdge runs vision and language models on gateways, HMIs and operator tablets, trained on your own SOPs and fault history.
Inspection and work instructions on the same station, with nothing sent outside the plant.
13 use cases, grouped by where the work happens. Each one has its own page.
Operators ask about a step, a tolerance or a fault code and get the answer from your own SOPs.
“Tolerance for the bore on part 4471?”
12.00 mm, plus 0.02 or minus 0.01. Measure at both ends, per SOP 8.1.
Example answerStep-by-step changeovers with the settings for the next product, so the line restarts sooner.
“Changeover from part 4471 to 4480 on press 3?”
Swap die D-12 for D-15, set the stroke to 85 mm and run five test parts before release.
Example answerOperators ask in the language they’re most comfortable in, from the languages you train it on.
“Mã lỗi E-42 nghĩa là gì?”
What does fault code E-42 mean?
Cảm biến áp suất thấp. Kiểm tra đường khí nén.
Low pressure sensor. Check the air line.
Example answer, in VietnameseSupervisors dictate handover notes on the tablet, and the next shift asks questions about them.
“What did the night shift change on line 1?”
They replaced the gripper pads at 03:10 and lowered conveyor speed by 5% until the new pads bed in.
Example answerA vision model on the gateway checks every part and flags defects without sending images out of the plant.
“How many rejects on line 2 this shift?”
14 rejects, 11 of them surface scratches on the left side. That’s twice the usual rate.
Example answerInspectors check what to do with a part that’s outside tolerance, from your quality procedures.
“The bore is 12.03 mm. Can I release it?”
No. It’s 0.01 mm over the limit. Tag it red and log it for the quality engineer, per procedure QP-4.
Example answerWith tools connected, inspectors raise a nonconformance with photos and details filled in.
“Raise a quality issue for batch 2214.”
I’ve drafted it with the photo and batch details. Approve to submit?
Example answerModels read machine signals on site and warn the maintenance team before a stoppage.
“Which spindle needs attention this week?”
Spindle 3 on machine 7. Vibration has risen for four days, in the same pattern as the last bearing failure.
Example answerTechnicians get the cause and the fix for an alarm without walking back to the office.
“E-207 on the robot cell?”
Gripper vacuum lost. Check the suction cups and the hose at joint 6, then reset from the pendant.
Example answerTechnicians check what’s in the store before they strip a machine down.
“Do we have a spare servo for axis 2?”
Yes, one in store B, bin 14, per this morning’s sync.
Example answerAnyone on the floor can ask how to do a task safely, in their own language.
“Lockout steps for the press?”
Stop the press, isolate the main switch, fit your lock and tag, then test the controls before you start.
Example answerThe right first steps after a spill, a splash or a near miss, straight from your EHS procedures.
“Chemical splash on my arm.”
Go to the eyewash and shower station by door 3 and rinse for at least 15 minutes, then tell your supervisor.
Example answerNew operators ask why a step matters, not just what to do.
“Why do we measure the bore at both ends?”
Because the bore can taper. SOP 8.1 explains the check and shows which gauge to use.
Example answerCamera frames and production data never leave the building.
Decisions happen on the gateway in milliseconds, without waiting on a network.
Metal, machines and big buildings don’t stop the assistant.
The same three steps run behind every RageEdge assistant, whatever the industry.
Manuals, catalogues, SOPs, tickets and images, trained on your premises, in your cloud or in ours.
How training worksSigned, staged updates reach every device on the schedule you set, with one-click rollback.
Update controlsA wrong answer is one tap away from the right team. They fix the data, and the next version fixes it everywhere.
See the full loopUsually, yes. The vision model runs on a gateway next to the line and reads the camera feed you already have. We confirm this during the pilot.
Yes. Past tickets, logs and SOPs become training data, and the assistant cites them when it answers.
They stay on the gateway and inside your network. You decide what, if anything, is kept for retraining.
Pick one team and one use case. We’ll have it running on your own devices in weeks.
Ask ChatGPT, Claude or Perplexity and see what they think. One click, instant insight.