Great work, Brahma!

What I liked most about this project is that it focuses on solving a real business problem instead of just building another dashboard. Stockouts and food waste are challenges that grocery stores face every day, and I think the combination of Lakehouse architecture and AI-driven recommendations makes this solution very practical.

The Bronze, Silver, and Gold layer design is well structured, and the Ask Data + AI feature stands out because business users can get answers without writing SQL. I also liked the Inventory Story page, which helps explain the business situation in simple language.

This is a good example of how Data Engineering, Analytics, and AI can work together to drive business decisions.

Wishing you the best in the DAIS 2026 Community Contest!