MUMBAI, India, Feb. 6 -- Intellectual Property India has published a patent application (202511131463 A) filed by Dr. Kanika Sachdeva; Ms. Ruchi Dhawanind; Dr. Neha Gupta; Dr. Shivani Dubey; Dr. Gunjan A Rana; Dr. J. N. Giri; and Dr. Richa Nangia, Gurgaon, Haryana, on Dec. 24, 2025, for 'ai and machine learning based leadership optimization system for enhancing workforce motivation and manufacturing efficiency.'
Inventor(s) include Dr. Kanika Sachdeva; Ms. Ruchi Dhawanind; Dr. Neha Gupta; Dr. Shivani Dubey; Dr. Gunjan A Rana; Dr. J. N. Giri; and Dr. Richa Nangia.
The application for the patent was published on Feb. 6, under issue no. 06/2026.
According to the abstract released by the Intellectual Property India: "The present invention relates to an Artificial Intelligence and Machine Learning based intelligent leadership optimization system for automobile manufacturing organizations. The system continuously collects psychometric leadership data, workforce behavior data, organizational culture indicators, and real-time manufacturing performance metrics. Machine learning models classify leadership styles and deep learning algorithms predict future trends in employee motivation, cultural stability, attrition risk, and productivity variation. A reinforcement learning-based optimization engine generates personalized leadership behavior recommendations to maximize workforce motivation and industrial efficiency. The system further incorporates causality detection, ethical leadership compliance monitoring, and automated leadership training recommendations. Through continuous self-learning and enterprise system integration, the invention dynamically enhances employee engagement, organizational culture, and manufacturing performance, transforming leadership into a quantifiable and optimizable industrial intelligence function."
Disclaimer: Curated by HT Syndication.
