Industrial product attributes are often trapped in matrix tables, legends and footnotes in manufacturer documents. Master Data teams recover them manually, while generic extraction can lose table relationships, units and source traceability. This slows catalog onboarding and leaves disputed values without clear evidence.
For a bounded document set and target schema, Vericata extracts products, variants and attributes, normalizes values, links every published field to its source page, reconciles totals and routes ambiguous cases to a review queue. The result is an auditable XLSX/JSON package for the customer’s existing import and acceptance process.

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