MUMBAI, India, Aug. 31 -- Intellectual Property India has published a patent application (202641099277 A) filed by Tekframeworks Consulting Private Limited on August 17, 2026, for System And Method For Adaptive Analyst Sparring And Analytical Reporting.
Inventors include Venkata Dakshina Murthy Kolluru; Arul Vignesh Arasan; Sujit Dhanuka; Vinay Chowdary; and Shilpa Kadam.
The application for the patent was published on August 28, 2026, under issue no. 35/2026.
Abstract: SYSTEM AND METHOD FOR ADAPTIVE ANALYST SPARRING AND ANALYTICAL REPORTING Abstract of the Invention The present invention relates to a system and method for adaptive analyst sparring and analytical reporting. The system comprises an ingestion module configured to receive structured and unstructured information sources, a preprocessing module configured to normalize and segment content, a retrieval-augmented generation engine configured to provide contextual evidence, and a sparring engine configured to generate adaptive analytical questions. The system further comprises modules for missing information detection, estimation and misestimation analysis, contradiction detection, and novel insight discovery. An adaptive sequencer dynamically modifies sparring interactions based on analyst performance and learning progression. A performance evaluator computes recall, contradiction resolution, misestimation detection, risk judgment, insight generation, and learning gain metrics. The system further includes a templa
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