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
A contract manufacturer of electronic equipment runs a high-mix control-module line with heavy text-content and component-placement variance. Visual Inspection AI Agent replaced brittle rule-based vision across multiple stations.
Populated PCB with color-coded component overlay highlighting verified, missing, and misplaced components
Multi-model PCB inspection at an EMS factory
A contract EMS factory runs complex PCBs where each product variant has a different BOM. Visual Inspection AI Agent replaces per-BOM template authoring with a single register-and-confirm workflow.
Cylindrical product with label and barcode inspection overlay showing text regions and barcode decode
Cylindrical-label integrity checking at an OEM
A contract OEM producing cylindrical consumer housings needed to guarantee that every label rolled onto the product had correct text, a readable barcode, and a valid serial number. Classical OCR fails on curved surfaces with inconsistent lighting.
Precision electronics assembly line with overhead cameras and skeleton overlay on operator
Three-week rollout at a precision electronics line
A precision electronics manufacturer had two pains: recurrent missed-assembly batches at a key station, and an opaque bottleneck no one could localize. Action Compliance was deployed across the critical stations in three weeks.
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.