MUMBAI, India, June 30 -- Intellectual Property India has published a patent application (202641056862 A) filed by Hari Priya S; Dheepa Muthu Jothi V; Keren R; Kowshika M; and Mahalakshmi M on May 05, 2026, for Automation Red Team Simulation On Ai Models.
Inventors include Hari Priya S; Dheepa Muthu Jothi V; Keren R; Kowshika M; and Mahalakshmi M.
The application for the patent was published on June 26, 2026, under issue no. 26/2026.
Abstract: ABSTRACT OF THE INVENTION The invention describes a web-based intelligent data analysis system, termed an Agentic Data Analyst, designed to simplify the process of extracting insights from structured datasets. The system allows users to upload files in formats such as CSV or Excel and automatically performs data cleaning, preprocessing, statistical evaluation, and visualization without requiring advanced technical skills. It includes an agentic chatbot component that understands user queries expressed in natural language, translates them into executable Python instructions, and processes them dynamically on the dataset to deliver real-time results. The system utilizes tools such as Pandas for data manipulation and Matplotlib for generating visual representations, ensuring efficient and clear analysis. In addition, the system provides an interactive interface that enables users to explore datasets through both automated insights and query-driven responses. It supports dynamic data operations such as filtering, aggregation, and comparison, adapting to different types of datasets. The platform also includes a report generation feature that compiles analytical results and visual outputs for download and future reference. By combining automation, intelligent query handling, and visualization in a single environment, the invention offers a practical, scalable, and user-friendly solution for modern data analysis needs.
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