MUMBAI, India, April 17 -- Intellectual Property India has published a patent application (202641043429 A) filed by Mr. Vigneshwara Raj D; and Dr. R. Vidya, Cuddalore, Tamil Nadu, on April 5, for 'a system and method for automated data quality assessment and intelligent correction using adaptive rule engine and context-aware learning models.'
Inventor(s) include Mr. Vigneshwara Raj D; and Dr. R. Vidya.
The application for the patent was published on April 17, under issue no. 16/2026.
According to the abstract released by the Intellectual Property India: "The present invention relates to a system and method for automated data quality assessment and intelligent correction in heterogeneous data environments. The system integrates a data ingestion and preprocessing module with an adaptive rule engine and a learning-based anomaly detection module to identify inconsistencies, inaccuracies, and deviations in data. A scoring engine computes a composite data quality score, upon which a context-aware correction module generates corrective actions based on inter-attribute relationships and probabilistic inference. Each correction is associated with a confidence score to enable selective automatic implementation or manual validation. A feedback learning module continuously refines validation rules and learning models based on correction outcomes and user inputs. The invention provides a scalable, explainable, and adaptive framework for improving data reliability, reducing manual intervention, and ensuring traceability and compliance in large-scale data processing systems."
Disclaimer: Curated by HT Syndication.
