The skill it took your senior inspector ten years to build, now lives in the camera.
Insightek puts a tireless AI eye on every workstation — trained from your OK samples, controlled by your process engineer, deployed on the cameras you already own. Live on your line in one week. Data never leaves your factory.
Hero — production-line camera viewing a PCB with semantic detection boxes and operator hand-skeleton overlay
Two products. One data foundation under your process engineer's eye.
Quality and efficiency on the same on-premise stack. Both products reuse the cameras you already own, train on your samples, and stay inside your network.
Visual Inspection AI Agent — product card (PCB with semantic detection overlay)
Visual Inspection AI Agent
The skill of your best inspector, on every part, every shift.
Trains on 5 OK samples — no defect samples required to start. Runs on the cameras you already own. Talks to your PLC in real time. Minimum config: one minute. A working pilot in one week.
See the 1-week POC plan →Action Compliance — product card (hand-skeleton tracking on assembly operator)
Action Compliance & Bottleneck Analysis
End the "I think this station is the bottleneck" meeting.
Watches every operator at every station, every shift. Flags missed steps in real time, surfaces the true bottleneck with timestamped data. One day to three weeks to live — depending on station complexity. No SOP rewrites required.
See the rollout pattern →If your line has any of these, you are reading the right page.
You can't hire inspectors anymore
Three-shift coverage is one resignation away from collapse. Inspector turnover has doubled in two years and the labor pool is shrinking.
Your SKU mix changed faster than your rules
Every new variant takes weeks of integrator time. Half your defect categories aren't covered by any rule, and the line waits for the vision engineer.
You can't prove what was inspected when
Customers ask for per-unit audit trail. You hand them a sample log and hope. The next ISO / IATF audit lands without that being good enough.
Six things your procurement team can actually verify.
AI Agent Vision
Visual foundation models — learn from 5 OK samples instead of weeks of rule tuning. New SKU on Monday, in production by Friday.
On-Premise, Always
Inference runs at the edge in your factory. Images, video, structured data — none of it leaves your network boundary.
Reuse What You Own
Pulls frames from your existing cameras via GigE Vision, USB3 Vision, RTSP. No vendor lock-in to re-buy.
Working POC in one week
From kickoff to a pilot on your line in one week. Minimum config: one OK sample and one minute of UI clicks.
Both Vision and Action
One platform watches product quality AND operator action compliance — quality and IE on the same data foundation.
Skill transfer, not a black box
Three-stage adaptive workflow keeps the model under your process engineer's eye. Every disagreement is reviewable. Every correction retrains in place.
What changes after Insightek goes live.
Numbers below are from paying customer deployments. Specific outcomes depend on your line, product mix, and current baseline — we will model yours in the discovery call, not on this page.
See full case studies →Customer escape rate vs prior 12-month baseline
Existing cameras reused — no replacement procurement
Median from kickoff to working POC
Audit trail with image evidence, every shift
Two answers to "how do you keep an AI system trustworthy in production?"
Controllable accuracy
Three-stage adaptive deployment — learn from OK samples, correct edge-case disagreements together, then detect in stable mode. The model never goes dark: every disagreement is queued for your reviewer, every correction retrains in place. Accuracy approaches 100% under daily supervision, not in a one-off demo.
Transparent ROI methodology
We don't quote a payback number on the homepage. We give you the math. Three signals your QA and finance teams collect themselves: (1) pre-deploy cost baseline; (2) POC delta — escape rate, throughput, reviewer hours during the 1-week pilot; (3) steady-state monthly outcome. Your numbers, your signatures. We provide the worksheet — not the headline.
Catch every defect — including the kinds your rules don't know about yet.
Replaces both rule-based machine vision and end-of-line human checkers. Train on 5 OK samples, deploy on the cameras you already own, push OK/NG to your PLC in real time. Engineered for high-mix lines where rule engines have stopped paying back.
- Label / OCR / version checks — native, no brittle templates
- Sub-pixel-tolerant surface defect detection
- Per-unit audit trail with image evidence
Capability section — Visual Inspection AI Agent
The bottleneck is real. Stop guessing which station it is.
A camera per workstation, an AI Agent watching every shift. Flags missed steps in real time, surfaces the true bottleneck with timestamped data your IE team can act on. 3-week typical rollout. SOPs do not need to be rewritten.
- Learn / correct / detect three-week deployment pattern
- 9 contractually-defined KPIs — measurable, not vibes
- Video stays in your factory — operator pose only
Capability section — Action Compliance & Bottleneck Analysis
Customers and ecosystem partners across automotive, electronics, and precision assembly.
Logos shown represent partner brands whose lines we have validated on, or current customer engagements. Specific scope on request.
Bring the inspection item you are tired of arguing about.
30 minutes on the phone. We will look at one camera angle, one defect type, one shift's worth of pain — and decide together whether a one-week POC is worth your team's calendar.