MUMBAI, India, June 26 -- Intellectual Property India has published a patent application (202621002446 A) filed by Janardhan Bhau Warghade; Aarti Janardhan Warghade; Purushottam Darrappa Parit; Archana Anil Thorat; Mr. Vaibhav Bharat Jagzap; Ananta Prabhu Pawar; and Manoj Kama Kamadi on January 09, 2026, for An Autonomous Hr Analytics Engine For Real-Time Employee Performance Intelligence.

Inventors include Janardhan Bhau Warghade; Aarti Janardhan Warghade; Purushottam Darrappa Parit; Archana Anil Thorat; Mr. Vaibhav Bharat Jagzap; Ananta Prabhu Pawar; and Manoj Kama Kamadi.

The application for the patent was published on June 19, 2026, under issue no. 25/2026.

Abstract: The present invention relates to the development of an autonomous HR analytics engine for real-time employee performance intelligence empowers continuous and data-driven evaluation of workforce effectiveness across modern organizations. The system pools real-time data from attendance, project management, communication, learning, and feedback channels. Using machine learning and deep learning algorithms, the engine transforms heterogeneous data into actionable insights comprising performance scores, productivity trends, skill proficiency levels, engagement indicators, and behavioral patterns. Autonomous learning mechanisms permit models to adapt dynamically to organizational changes, evolution of roles, and workforce behaviors without human intervention. A predictive analytics layer enables the identification of performance risk, burnout probability, training requirements, and retention challenges at an early stage. The engine also offers recommendations personalized for employees and managers on how to improve the outcomes and align the goals of individual employees with organizational objectives. Built-in explanatory AI components, integrated dashboards, and secure data governance frameworks ensure complete transparency in strategic decision-making, ethics, and regulatory compliance. The proposed solution contributes to more informed strategic HR planning. FIG.1

Disclaimer: Curated by HT Syndication.