MUMBAI, India, May 29 -- Intellectual Property India has published a patent application (202641061096 A) filed by Sri Krishna College Of Engineering And Technology, Coimbatore, Tamil Nadu, on May 14, for 'system and method for schema-driven agentic ai orchestration with adaptive retraining.'
Inventor(s) include Dr. Gnanakumari R; Subhalakshmi S; Rishiprasanth G; and Siva Nithiya Sree C.
The application for the patent was published on May 29, under issue no. 22/2026.
According to the abstract released by the Intellectual Property India: "The present invention discloses a system and method for automated orchestration, validation, adaptive retraining, and deployment of agentic artificial intelligence models using schema-guided large language models. The system comprises a user input module (10) configured to receive model data and metadata, a model artifact repository (12), and a schema-guided large language model module (14) adapted to generate structured representations and executable test artifacts via a test generation module (16). The generated artifacts are executed in a secure sandbox execution environment (18) including testing and validation (20) and performance monitoring units (22). An adaptive retraining controller (24) evaluates multi-signal parameters including data drift, uncertainty, cost, and model fatigue, and triggers retraining via a model retraining module (28). Failed test cases are processed by a feedback module (26) and incorporated into retraining. A deployment module (30) enables cloud deployment through a cloud platform (32), ensuring continuous improvement and secure model lifecycle management."
Disclaimer: Curated by HT Syndication.
