MUMBAI, India, Nov. 2 -- Intellectual Property India has published a patent application (202511133209 A) filed by Shaila Shringi on December 29, 2025, for System And Method For Artificial Intelligence (ai) Agent Evaluation And Optimization.
Inventor includes Shaila Shringi.
The application for the patent was published on October 30, 2026, under issue no. 44/2026.
Abstract: The present disclosure relates to a system (100) and method (300) for Artificial Intelligence (AI) agent evaluation and optimization. The system (100) comprises an evaluation request module (102), an orchestrator control module (104), a multi-agent orchestrator subsystem (106) including a planner agent (108), an interaction simulation agent (110), an evaluation agent (112), a refinement agent (114), and a modification agent (116), an AI target agent (118), and a database (120). The orchestrator control module (104) coordinates execution of an autonomous evaluation workflow, wherein the planner agent (108) generates evaluation parameters, the interaction simulation agent (110) generates synthetic interactions, the evaluation agent (112) determines performance metrics from responses generated by the AI target agent (118), the refinement agent (114) generates refinement recommendations, and the modification agent (116) autonomously modifies operational parameters. An autonomous optimization feedback loop iteratively re-executes the evaluation workflow to evaluate and optimize the AI target agent (118). FIG. 1
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