MUMBAI, India, Jan. 2 -- Intellectual Property India has published a patent application (202541125514 A) filed by Satya Rajkumar Bongu, Raghudevapuram, Andhra Pradesh, on Dec. 12, 2025, for 'machine-learning-driven system and method for automated enterprise application integration with continuous runtime optimization.'
Inventor(s) include Satya Rajkumar Bongu.
The application for the patent was published on Jan. 2, under issue no. 01/2026.
According to the abstract released by the Intellectual Property India: "A computer-implemented method and system for automating enterprise application integration. The method comprises receiving source and target schemas, generating embeddings from structural, semantic, and statistical features, predicting field-level mappings using a trained machine learning model, automatically synthesizing executable transformation rules using a sequence-to-sequence model, executing the integration workflow, collecting runtime telemetry, and dynamically optimizing non-functional parameters using a reinforcement learning agent based on the telemetry and a reward function. Developer corrections and performance outcomes are used to continuously retrain the models, providing a self-improving EAI framework that reduces manual effort and improves integration accuracy and runtime efficiency across heterogeneous enterprise systems."
Disclaimer: Curated by HT Syndication.
