From Regulations to Product Records: The Data Layer Every Compliance Check Runs On

Regulations do not execute directly against raw catalogs. A specialist or rules engine needs structured product facts: what the item is, which variant ships, what it contains, how it is packaged, where it is sold, and which evidence supports each value.

Claro’s job is not to write the rules. Claro builds the data layer those rules depend on by matching product records, supplier feeds, and documents into evidence-backed records with gaps clearly marked.

The handoff between rules and records

1. 1
   Rules define the question
   A specialist or existing rules engine defines what must be evaluated.
2. 2
   Records supply the facts
   Catalog, supplier, PIM, ERP, and document data provide the attributes and evidence.
3. 3
   Claro prepares the facts
   Claro resolves identity, extracts values, links evidence, and routes uncertainty to review.
4. 4
   Review makes the decision
   The responsible person or system applies the rules on top of the prepared data.

Why this layer is usually missing

Most organizations have a PIM, a DAM, supplier folders, spreadsheets, and review notes. What they lack is a continuously maintained layer that says which fact came from which source, which SKU or variant it belongs to, and whether it is complete enough for review.