Lightbeam Data Identity Graph Whitepaper

This whitepaper outlines the Lightbeam Data Identity Graph, a system designed to enhance data security, governance, and privacy by linking sensitive data to relevant entities. It addresses the challenges organizations face in managing sensitive data, which is often dynamic and stored across various locations in unstructured formats. The paper explains that traditional security measures are insufficient due to the lack of real-time understanding of sensitive data ownership and access. The Data Identity Graph employs patented entity resolution and AI to create an identity-centric view of data, enabling automated governance and remediation. It continuously learns from new data inputs, improving the accuracy of data classifications and access policies. The architecture allows for real-time monitoring and risk prioritization, focusing on data stores with the highest risk density. By integrating various data sources, the system aims to provide comprehensive visibility and control over sensitive information, ultimately reducing risks associated with data exposure.