PAI SUPPLIER OPERATIONS
Category Mapping Studio v2
Real catalog, controlled review, human-approved recommendations.
Administrator sign in
Enter your Power Truck Pro administrator password to open the read-only PAI category review. Your account and application settings are already configured.
Live category review queue
Administrator-protected, read-only records. Cost and retail columns are never queried.
Catalog search and scope apply to all records server-side. Confidence is calculated from part-name rules and filters only the displayed page. Suggestions are not confirmed fitment or supplier taxonomy.
| PAI SKU | Product | Existing category | Suggestion | Confidence | Evidence |
|---|
Quality and security
Each suggestion is conservative and must be checked against the genuine manufacturer taxonomy before any future write approval. Ambiguous names such as FILTER, SCREW, VALVE and SEAL remain flagged for human review. This application performs only HEAD and GET queries to supplier_products, plus Supabase Auth and the administrator verification RPC.