Retail · Price analytics
Price comparison and analytics across the stores of a large retail chain.
For a large retail chain we built an application that compares and analyzes prices for the same products across its stores, using daily exports from the stores' cash register systems. Items are matched across stores by the name printed on the receipt, with an LLM check on top, and the application offers reports, dashboards, price history and alerts on discrepancies. It integrates with the company's internal systems. The hard parts were matching products and calculating the analytics. The results feed the company's internal accounting.
- Price analytics
- POS data
- Product matching
- LLM verification
- Dashboards
~200
stores compared across ~3,000 products