KiranaGPT
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 dem
Core trick
A vision model estimates stock from WhatsApp shelf photos, then festival-calendar signals drive reorder recommendations.
Description
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.