KiranaMitra AI is an open-source AI copilot for Indian kirana shops. It understands Hindi/Hinglish voice or text, checks inventory and sales data, detects risky or unnecessary purchases, explains recommendations, and asks for confirmation before taking action.

Core flow:
Understand → Verify → Reason → Confirm → Act