MUMBAI, India, Aug. 10 -- Intellectual Property India has published a patent application (202621073890 A) filed by Symbiosis International Deemed University on June 12, 2026, for Ai-Powered Smart Retail Forecasting Platform With Voice-Driven Inventory Management And Holiday-Aware Demand Planning.
Inventors include Dr. Sandeep Kumar; Vaanya Bajaj; Preetish Notwani; and Arpeet Patel.
The application for the patent was published on July 31, 2026, under issue no. 31/2026.
Abstract: AI-POWERED SMART RETAIL FORECASTING PLATFORM WITH VOICE-DRIVEN INVENTORY MANAGEMENT AND HOLIDAY-AWARE DEMAND PLANNING The present invention discloses an AI-powered smart retail forecasting platform (100) for providing integrated inventory intelligence to small and medium retail businesses. The platform (100) comprises a web-based frontend interface module (110), a real-time key performance indicator dashboard module (120) refreshed at 30-second intervals, a large language model-based conversational analytics engine (130) with inline Chart.js chart generation capability, a voice inventory pipeline module (140) enabling natural language speech-based stock updates through Web Speech API and named entity recognition, an Indian holiday demand engine (150) covering 19 festivals with category-specific stocking recommendations, and a dynamic prompt engineering module (160) that injects live store data into every AI prompt without model fine-tuning. The platform (100) operates on a three-tier architecture comprising a browser frontend, a Python/Flask REST backend tier (170), and a cloud AI inference layer (180) using Llama 3.3-70B for sub-second inference. [
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