MUMBAI, India, Aug. 17 -- Intellectual Property India has published a patent application (202641097214 A) filed by Aditya Institute Of Technology And Management; Pedada Priyanka; Jayavardhanarao Sahukaru; and Mandala Ramesh on August 11, 2026, for System And Method For Autonomous Self-Healing Of Data Pipelines Using Confidence-Based Repair Simulation.
Inventors include Pedada Priyanka; Jayavardhanarao Sahukaru; and Mandala Ramesh.
The application for the patent was published on August 14, 2026, under issue no. 33/2026.
Abstract: An autonomous self-healing data pipeline system (100) comprises a data quality assessment engine (102) configured to receive an incoming dataset, evaluate the dataset against quality metrics, and detect anomalies. A root cause analysis engine (104) determines a probable origin of each anomaly. A repair strategy generation engine (106) generates candidate repair strategies based on the probable origin. A repair simulation engine (108) applies each candidate repair strategy within a sandbox environment and measures expected impacts. A confidence evaluation engine (110) computes a confidence score for each candidate repair strategy based on simulation results. A decision engine (112) selects an optimal repair strategy based on the confidence scores. A repair deployment engine (114) executes the optimal repair strategy to produce a repaired dataset. A post-repair validation engine (116) verifies data integrity and schema consistency. A continuous learning engine (118) records repair outcomes and updates predictive models.
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