AI-driven data lineage verification using temporal analysis with deep learning

In data-centric industries, such as finance, healthcare, and cybersecurity, maintaining the integrity and accuracy of data lineage is crucial due to compliance requirements. Current methods for verifying data lineage often struggle with the dynamic and multi-sourced nature of datasets, as well as their scale, which leads to subpar performance in detecting anomalies or validating lineage. This study introduces a new, AI-based framework designed to enhance the verification of data lineage through time-centred analysis.