Review AI-enriched product data with total confidence
Every attribute traced to a citable source, or abstained entirely. UniHAP puts a human in the loop before anything ships.
AI Enrichment
A 12-layer pipeline classifies, normalizes, and describes every product from raw manufacturer data.
Evidence-Based
Every attribute cites an exact source span from the manufacturer's own page - or abstains entirely.
Human Review
Records below the confidence threshold route straight to a curator before anything ships.
Everything a curator needs, in one place
Catalog
A searchable, filterable, sortable view of every product moving through the pipeline.
Inspector
Side-by-side view of every attribute alongside its exact source citation.
Bulk Actions
Approve or reject entire batches of high-confidence records in a single action.
Metrics
Live counts of approved, pending, and rejected records across the catalog.
The catalog, live right now
Pulled straight from the pipeline - no sampling, no delay.
Total Products
Approved
Pending
Rejected
How review works
Four steps between a raw record and a trusted one.
- 01
Browse
Filter the catalog by status, confidence, or search for a SKU.
- 02
Inspect
Open a record to see every attribute next to its source citation.
- 03
Decide
Approve or reject with one click, and leave a note if it matters.
- 04
Impact
Your decision updates the catalog and the audit trail instantly.
Start reviewing the catalog
Every record is one click away from an evidence-backed decision.
Open Catalog