Pilot Plan

Pilot Deployment Plan

Start with one line. Prove one defect class. Scale across plants and suppliers.

1-2 weeks

Line selection, defect taxonomy identification, data capture planning, and success metric definition.

Selected inspection line

Defect class taxonomy

Data capture plan

Success metric definitions

3-4 weeks

Model adaptation, edge device setup, parallel operation alongside existing QC. Measure detection consistency and false positive rate.

Deployed edge model

Shadow mode dashboard

Detection consistency report

Operator feedback log

1 week

Dashboard validation, alert threshold tuning, operator workflow testing, and traceability verification.

Production-ready dashboard

Alert configuration

Operator playbook

Traceability audit

1 week

Pilot results, quality metrics, cost-benefit analysis, and roadmap for expanding to additional lines and defect classes.

Pilot results report

Quality improvement metrics

Scale roadmap

Supplier integration plan

Pilot pricing depends on line complexity, camera setup, defect taxonomy, edge hardware, and integration requirements.