MUMBAI, India, Aug. 10 -- Intellectual Property India has published a patent application (202611074472 A) filed by Manipal University Jaipur on June 16, 2026, for An Ai-Driven Personalized Fit And Style Intelligence System With Privacy-Preserving Body Geometry Modelling.

Inventors include Mishthy Gupta; Dr. Rahul Sharma; and Dr. Shivendra Dubey.

The application for the patent was published on July 31, 2026, under issue no. 31/2026.

Abstract: The present invention relates to an AI-driven personalized fit and style intelligence system for generating personalized outfit recommendations. The system comprises a user input module, a body geometry module, a conversational intelligence module, a fit analysis module, a personal style profile module, an outfit generation module, and an output module. The user input module receives preferences, wardrobe information, body-related inputs, and behavioral feedback. The body geometry module generates a privacy-preserving body representation from images captured on a user device. The conversational intelligence module extracts styling constraints including fit, comfort, occasion, emotional context, and life-stage attributes. The fit analysis module evaluates garment characteristics and determines fit, comfort, movement, and fabric-body interaction scores. The outfit generation module generates and ranks wardrobe-based outfit combinations. The output module provides recommendations, fit confidence scores, suitability explanations, and occasion-mismatch alerts, thereby enabling privacy-focused, comfort-oriented, and context-aware styling decisions.

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