cohentrixProduct records arrive in different dialects.
A supplier description, local product title, and internal spreadsheet may describe similar items with different names, units, and category labels. A shared taxonomy provides a structure for comparing those records.
A focused normalization workflow.
- Define the scopeChoose product families, markets, field requirements, and the source systems involved.
- Map into the agreed taxonomyPropose a category, subcategory, product, and variant while retaining the original description.
- Review exceptionsIdentify ambiguity, missing information, and cases where similar wording hides different products.
- Evaluate the referenceMeasure completeness and reviewer agreement before expanding to other categories.
Start as a scoped pilot.
Retail and supplier-catalog use cases extend the same core classification workflow. Field models, integrations, and acceptance criteria need to be evaluated for the specific business.
Classification is one part of product information.
Cohentrix is presented here as a classification and review workflow. This does not imply a complete PIM replacement, storefront search engine, automatic supplier onboarding system, or full attribute-enrichment suite.