From messy inventory to grounded product discovery.

A multi-tenant inventory and shopping system built for independent rug retailers, where every product is one of one and a convincing answer still has to be correct.

This archived walkthrough uses product screenshots and sample inventory. AI requests, transactions, customer messages, and staff mutations are disabled.

01 / Bounded search

A shopper describes the room, not a database query.

RugDesk resolves the store, applies hard constraints to sample in-stock inventory, and gives the model only a validated candidate set to rank and explain.

Archived RugDesk recommendation conversation with sample in-stock rug cards