Init 2

KiranaGPT: Multimodal AI for inventory management and demand forecasting * WhatsApp-native system using Gemini 3's vision-language model to chain shelf photo analysis → automated inventory assessment → festival-aware demand forecasting → multi-distributor procurement optimization. * Processes unstructured visual data and code-mixed Hinglish voice into actionable procurement recommendations — zero app install, zero manual entry.