MUMBAI, India, Jan. 2 -- Intellectual Property India has published a patent application (202541122107 A) filed by Vellore Institute Of Technology, Vellore, Tamil Nadu, on Dec. 4, 2025, for 'ai-powered data analytics system with automated processing and visualization.'
Inventor(s) include Dr. Kalaivani S; and Mr. Rathi Deep Sunilkumar.
The application for the patent was published on Jan. 2, under issue no. 01/2026.
According to the abstract released by the Intellectual Property India: "The present disclosure provides an AI-powered data analytics system including a data ingestion layer configured to receive structured datasets in CSV or JSON format, a data preprocessing module configured to automatically preprocess the received datasets without manual intervention, a machine learning inference engine configured to generate predictions on the preprocessed datasets, a caching layer configured to store processing results to reduce computational redundancy and processing latency, and a visualization component configured to present analysis results through interactive displays. The data preprocessing module performs automated null value handling through AI-driven imputation strategies and automated feature encoding using numeric mapping and one-hot encoding techniques. The machine learning inference engine includes XGBoost, Linear Regression, Random Forest, and Decision Tree algorithms, and automatically selects optimal algorithms based on dataset characteristics. The caching layer achieves processing latency reduction of over 40% for repeated queries."
Disclaimer: Curated by HT Syndication.
