MUMBAI, India, July 13 -- Intellectual Property India has published a patent application (202621060985 A) filed by Dr. Praveen Singh Tomar; Dr. Sumit Kumar Soni; Mr. Divakar Keshri; Mr. Ashutosh Solanki; Ms. Niharika Agrawal; and Mr. Samant Kumar on May 13, 2026, for Explainable Artificial Intelligence Engine For Transparent Automated Prediction And Risk Assessment.
Inventors include Dr. Praveen Singh Tomar; Dr. Sumit Kumar Soni; Mr. Divakar Keshri; Mr. Ashutosh Solanki; Ms. Niharika Agrawal; and Mr. Samant Kumar.
The application for the patent was published on July 10, 2026, under issue no. 28/2026.
Abstract: EXPLAINABLE ARTIFICIAL INTELLIGENCE ENGINE FOR TRANSPARENT AUTOMATED PREDICTION AND RISK ASSESSMENT ABSTRACT The invention Explainable Artificial Intelligence Engine for Transparent Automated Prediction and Risk Assessment present a novel approach to enhance the transparency and interpretability of AI models used for prediction and risk evaluation. This engine integrates advanced machine learning algorithms with explainability techniques to provide users with understandable insights into how predictions and assessments are made. By utilizing interpretable models, the engine enables stakeholders to comprehend the decision-making process, increasing trust and reducing the "black-box" nature often associated with AI systems. It focuses on risk prediction across diverse industries such as healthcare, finance, and security, offering actionable insights into potential outcomes. The engine also incorporates dynamic feedback mechanisms that refine predictions based on real-time data, improving accuracy and reliability. The system prioritizes ethical considerations, ensuring that risk assessments and predictions align with fair practices and regulatory standards. This invention paves the way for more accountable and transparent AI applications, empowering users with deeper understanding and control over automated decisions.
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