MUMBAI, India, Sept. 22 -- Intellectual Property India has published a patent application (202611088836 A) filed by Uttaranchal University on July 21, 2026, for An Edge-Ai-Based Multi-Modal System For Predicting Emotional Dissonance, Job Satisfaction, And Turnover Intentions In Smart Universities.

Inventors include Ankita Joshi; Jitendra Singh; and Rahul Mahala.

The application for the patent was published on September 18, 2026, under issue no. 38/2026.

Abstract: An edge-AI-based multi-modal system and associated analytical process deploy a distributed, privacy-preserving edge computing architecture to predict emotional dissonance levels, job satisfaction indices, and turnover intention probabilities among faculty and staff within smart ...