Code and Artwork Verification
OCR, OCV, barcode, batch and date-code checks.
Regulated Applications
Each proposal connects machine configuration, project checkpoints, maintainability and after-sales support to the buyer’s actual production conditions.
OCR, OCV, barcode, batch and date-code checks.
Cap, seal, leaflet, insert and assembly verification.
Tracked removal, confirmation, bin monitoring and count reconciliation.
Result records, access levels, audit requirements and system interfaces.
Validation Risks
The inspection request does not define actual defects or tolerances.
Create a defect catalogue with good, failed and normal-variation samples.
A failed product may not reach the reject container.
Track each result to the reject point and verify successful removal.
Data expectations are added after the hardware is selected.
Define records, images, user access, retention and interfaces during concept design.
Validation Approach
Acceptance includes false-reject review, missed-defect challenges, reject confirmation and data checks.
Confirm products, formats, packaging materials, speeds and acceptance methods before FAT.
Review build quality, components, guarding, access, wiring, labels and utilities.
Test automatic modes, recipes, output, quality, rejects and accumulation behavior.
Challenge alarms, interlocks, emergency stops, blocked products and controlled restart.
Review manuals, drawings, backups, spare parts, training and remaining actions.


Inspection Engineering
Camera resolution alone does not guarantee inspection quality. Lighting, working distance, motion, product orientation and defect contrast are validated together.
Define the smallest required defect and normal process variation.
Select camera, lens, lighting, enclosure and product presentation.
Agree challenge samples, reject behavior, records and user controls.
Validation Documents
Replace demonstration files with approved quality and validation documents appropriate to the destination market.

Inspection Project
The project combined controlled product handling, several camera views, code verification and reject confirmation under one recipe and result-recording system.
Define the Inspection Requirement
The first feasibility review should identify inspection limits, sample gaps and validation assumptions.