How catalogue tables, drawings, images and external references are reviewed before publication.
The supplied PDF controls product names, model rows and technical values. Full catalogue pages are retained as evidence and are not used as product thumbnails.
Automated product-crop candidates were reviewed and rejected when they contained page text, table regions, partial products or uncertain family identification. Original illustrations are used for product heroes.
Selected technical crops were rendered at high resolution and checked for complete boundaries and readable labels. Representative HTML rows were transcribed and compared with the page image.
This project used AI visual QA because the user requested no separate human review stage. The approved order drawing still controls production, and unresolved application facts remain subject to engineering confirmation.