MUMBAI, India, Jan. 23 -- Intellectual Property India has published a patent application (202511122304 A) filed by K. R. Mangalam University, Gurugram, Haryana, on Dec. 5, 2025, for 'method for automated software testing using scenario-driven ai agents.'

Inventor(s) include Dr. Saneh Lata Yadav; and Dr Dilraj Preet Kaur.

The application for the patent was published on Jan. 23, under issue no. 04/2026.

According to the abstract released by the Intellectual Property India: "The present invention relates to a method for automated software testing using scenario-driven artificial intelligence agents that function as autonomous cognitive units capable of interpreting, generating, and executing dynamic test sequences. The method includes receiving scenario descriptions or requirement-based narratives, interpreting these scenarios through a semantic processing engine, and deploying AI agents that construct adaptive test flows based on contextual reasoning and real-time system behavior. The agents continuously analyze system responses, adjust their actions to evolving application states, learn from historical test outcomes, and identify functional anomalies through diagnostic intelligence. The method supports cross-platform execution across web, mobile, API-driven, and distributed architectures, enabling comprehensive exploration of multi-step user journeys, branching interactions, and emergent behaviors. Through continuous adaptation, learning-based refinement, and integration with development pipelines, the method establishes a self-evolving testing framework that enhances system reliability, reduces manual script maintenance, and delivers intelligent, scenario-aware software validation."

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