In-store AI kiosk
Shoppers ask by voice, text or photo — and get the exact aisle, in Spanish or English.
- Client
- A supermarket chain
- Industry
- Retail & grocery
- Region
- Puerto Rico

The challenge
Shoppers couldn’t find products quickly, staff were pulled off the floor to answer “which aisle?”, and every store names products differently.
What we built
- Press-and-ask voice search in Spanish and English
- Camera product identification
- Hybrid retrieval: an exact location engine first, then fuzzy and semantic search
- Deals, recipes and online-ordering shortcuts on the same screen
- An admin dashboard for prices, promotions and missed searches
By the numbers
1,480Products mapped
45Store zones
1,503Search aliases
4Interface languages
Technology
- React
- Node.js
- PostgreSQL
- OpenAI
- Google Cloud
Want something like this?
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