Product Intelligence
Structure the unstructured at catalog scale. Extract attributes, assign taxonomy, and classify dietary restrictions in under 40ms per item.
Three specialist models replace manual catalog enrichment, brittle rule-based categorization, and incomplete dietary tagging. Each handles one facet of product data: attribute extraction from sparse listings, taxonomy assignment from ambiguous titles, and menu intelligence for food search. New catalog schemas deploy via LEAP same-day.
3 specialist models
How It Works
One specialist model per catalog task,
enriching at the speed of ingest
Invisible Products Made Discoverable
Marketplace sellers submit sparse listings: 'Blue shirt, comfortable fit' with no material, size, or style tags. These products vanish from filtered search. A specialist LFM extracts structured attributes from unstructured descriptions at catalog scale. 10M listings enriched overnight at a fraction of cloud cost. Every missing attribute is a product no shopper will find.
Taxonomy That Adapts to Your Catalog, Not the Other Way Around
'Apple AirPods' in Grocery, not Electronics. Every mis-categorized product is invisible to browsing customers. Rule-based classifiers are brittle on ambiguity. A specialist LFM assigns taxonomy categories at 17ms, handling edge cases that keywords cannot resolve. New taxonomy version? LEAP re-trains same-day. Full catalog re-categorization at a fraction of cloud cost.
Menu Intelligence for Every Dietary Restriction
POS and delivery search does not understand 'no gluten.' Dietary tagging is manual, incomplete, and increasingly a regulatory requirement. A specialist LFM extracts menu items, classifies dietary restrictions, and enables semantic food search at 30-38ms per item. 100K restaurants tagged at a fraction of manual cost.
Try each model
All Demos
Product Attribute Extraction
Extract structured attributes from unstructured product descriptions at catalog scale
2M SKUs with missing attributes = 2M invisible products. Enrich your entire catalog at a fraction of cloud cost
Product Categorization
Assign taxonomy categories to products from titles and descriptions, handling ambiguity at scale
Every mis-categorized product is invisible to browsing customers. Re-categorize your full catalog overnight
Menu Intelligence
Menu item extraction, dietary classification, and food search for restaurant POS
Your POS search doesn't understand 'no gluten.' Classify every menu item by dietary restrictions in 45ms
Ready to deploy in your environment?