Visual inspection pilot · Scenario example
Illustrative application scenario, not a delivered client project or verified performance result. Start with one production line and defect category to compare manual and model-assisted inspection.
Applications and deliverables
Illustrative scope. Final deliverables are agreed after discovery.
Workflow
Sampling → Offline evaluation → Shadow operation → Human confirmation → Integration
Evaluation criteria
Track missed defects, false alarms, latency and stability across lighting conditions and batches.
Before starting
Prepare authorized samples, workflow notes and acceptance criteria for feasibility assessment.
Discuss your business needs
Share your workflow, current systems and desired outcome. We assess feasibility before agreeing scope and pricing.