MUMBAI, India, July 30 -- Intellectual Property India has published a patent application (202641089020 A) filed by Aditya Institute Of Technology And Management; Surya Pavan Kumar Gudla; Bunga Rajesh; and Ramesh Yegireddi on July 21, 2026, for Artificial Intelligence-Based System And Method For Autonomous Self-Healing Enterprise Knowledge Validation And Continuous Learning.
Inventors include Surya Pavan Kumar Gudla; Bunga Rajesh; and Ramesh Yegireddi.
The application for the patent was published on July 24, 2026, under issue no. 30/2026.
Abstract: A computer-implemented method (300) and system (100) for autonomous self-healing enterprise knowledge validation and continuous learning are provided. The method (300) includes receiving a natural language query from an enterprise user (204), retrieving knowledge blocks (502) from heterogeneous enterprise repositories (202), normalizing the knowledge blocks (502) into a standardized format, detecting conflicts among the knowledge blocks (502), and assigning a dynamic trust score (528) to each knowledge block (502). The method (300) includes validating reasoning associated with a generated response by determining whether conclusions are supported by retrieved evidence, generating the response based on knowledge blocks (502) having trust scores above a configurable threshold (530), collecting feedback data, and performing autonomous self-healing of the repositories (202) based on the feedback data. The autonomous self-healing comprises updating retrieval weights, deprioritizing unreliable repositories, and updating metadata without retraining an underlying large language model.
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