Intellectual Property India Publishes Patent Application for An Automata-Driven Self-Repairing Machine Learning Architecture For Autonomous Detection And Correction Of Model Degradation

MUMBAI, India, July 13 -- Intellectual Property India has published a patent application (202621059337 A) filed by Mritunjay Kr. Ranjan on May 10, 2026, for An Automata-Driven Self-Repairing Machine Learning Architecture For Autonomous Detection And Correction Of Model Degradation.

Inventors include Ankita Patil; Mritunjay Kumar Ranjan; Shreya Tiwari; Pranjal Sonje; Rajashri Rikame; and Disha Arsude.

The application for the patent was published on July 10, 2026, under issue no. 28/2026.

Abstract: The present invention relates to a computer-implemented system and method for autonomous detection and correction of machine learning model degradation in production environments. This system is designed to constantly observe performance of a de...