BigID Introduces AI Data Lineage for Enhanced Transparency

BigID has launched AI Data Lineage, a new solution that offers organizations comprehensive insights into how AI models interact with data, announced in a press release. This tool is designed to enhance transparency and control over AI data usage, addressing critical aspects of risk management and compliance.

The AI Data Lineage solution provides a detailed inventory of AI models, including both proprietary and third-party systems like ChatGPT and Gemini. It maps data sources that AI models engage with, such as cloud storage and databases, and identifies when sensitive data, including personally identifiable information, is accessed. This capability allows organizations to proactively manage risks and align with regulations like GDPR and CCPA.

Additionally, the solution visualizes data flow through AI pipelines, offering an intuitive understanding of data transformations. This feature supports governance and compliance efforts by auditing AI data usage, ensuring that organizations can meet evolving regulatory requirements while maintaining data security and privacy.