Real deployments, anonymized results.
What shipped. How it was measured. What we could and could not publish.
Every case below is a real Insightek deployment on a manufacturing line. We believe the only useful case study is one where the test method and baseline are disclosed alongside the number — so we publish each one against that standard.
Most customers on this list are under NDA. Identifying details — company names, product descriptions, line layouts — have been anonymized or replaced with industry descriptors. Quantitative results are published only when the customer has approved the specific numbers; otherwise we publish qualitative outcomes and make the full figures available under mutual NDA during POC scoping.
Anonymized electronics assembly line with multiple control module variants and Visual Inspection AI Agent overlay
Control-module assembly for electronic equipment
¥1.8M saved per year on a single 3-shift assembly line. Visual Inspection AI Agent replaced both rule-based machine vision and the end-of-line human checkers — 9 inspector seats down to 1 reviewer, with full per-unit audit trail.
Populated PCB with color-coded component overlay highlighting verified, missing, and misplaced components
Multi-model PCB inspection at an EMS factory
27 SKUs onboarded in 6 weeks — same camera fleet. An EMS line that used to spend weeks per BOM on template authoring switched to a single register-and-confirm flow. Vision engineering hours per new variant dropped to near zero.
Cylindrical product with label and barcode inspection overlay showing text regions and barcode decode
Cylindrical-label integrity checking at an OEM
Customer audit pass rate climbed from 73% to 99.6% in two quarters. An OEM that lost contracts over mislabeled cylindrical housings now ships with per-unit image evidence of correct text, barcode, and serial — auditor-ready out of the box.
Precision electronics assembly line with overhead cameras and skeleton overlay on operator
Three-week rollout at a precision electronics line
Bottleneck identified, cycle time down 14%, no SOP rewrite. A precision electronics line ended two long-running pains in three weeks — recurring missed-assembly batches and a bottleneck no one could timestamp — using the cameras already mounted at each station.
Is your line the next case study?
Book a 30-minute engineering call. We will walk through your line, your constraints, and a realistic POC plan.