MUMBAI, India, Aug. 31 -- Intellectual Property India has published a patent application (202621082945 A) filed by Shailesh Subhash Dhok; Mahendra A. Pund; and Smita S. Dhok on July 06, 2026, for System And Method For Adaptive Revival And Predictive Utilization Of Archived Unstructured Dark Data.

Inventors include Shailesh Subhash Dhok; Mahendra A. Pund; and Smita S. Dhok.

The application for the patent was published on August 28, 2026, under issue no. 35/2026.

Abstract: The present invention relates to a computer-implemented system and method for adaptive revival and predictive utilization of archived unstructured dark data for improving predictive analytics and intelligent decision support. The system comprises a data acquisition module, a preprocessing module, an adaptive archive screening module, a contextual intelligence extraction module, a predictive intelligence module, a Dynamic Dark Archive Risk Index (D-DARI) generation module, a recommendation generation module, and an analytical reporting module. The system receives structured operational data and archived unstructured textual data, preprocesses the received data, identifies archived textual records suitable for predictive processing, extracts contextual intelligence, integrates the extracted information with structured operational data, computes a Dynamic Dark Archive Risk Index, performs predictive analysis, generates archive activation recommendations, and produces analytical reports for decision support. The invention enables intelligent utilization of archived unstructured dark data while improving predictive performance, operational efficiency, and informed decision- making across diverse application domains.

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