MUMBAI, India, July 7 -- Intellectual Property India has published a patent application (202641079870 A) filed by Vellore Institute Of Technology, Chennai on June 29, 2026, for Stability-Aware And Explainable Environmental, Social, And Governance (esg) Analytics System.
Inventors include Athul Krishna Boban; Nayana Elizabeth Liju; and Valarmathi Sudhakar.
The application for the patent was published on July 03, 2026, under issue no. 27/2026.
Abstract: The present disclosure relates to a computer-implemented Environmental, Social, and Governance (ESG) analytics system (100) for generating a stability-aware and explainable ESG score. A data collection layer (102) retrieves ESG-related data from structured and unstructured sources. A data processing layer (104) preprocesses the data through cleaning, tokenization, embedding, and normalization. An artificial intelligence model layer (106) extracts sentiment features and computes ESG scores using machine learning models. A reliability processor unit (110) computes a reliability coefficient based on signal volume, cross-source dispersion, and temporal variance. A dynamic weight modulation engine (114) applies bounded normalization to modulate sentiment weights. A fusion stability comparator (112) regulates volatility. An explainability module (108) generates interpretable outputs. A deployment layer (116) enables model serving and version control, and a user interface (118) presents ESG scores, reliability metrics, and explanations, thereby improving stability, transparency, robustness, and reducing variance in ESG score generation.
Disclaimer: Curated by HT Syndication.
