AI is accelerating innovation – but with it comes complexity, risk, and a whole lot of questions. As enterprises adopt AI models and integrate third-party systems, one thing becomes clear: if you can’t see how your AI interacts with data, you can’t govern it.
Enter BigID’s AI Data Lineage—the first and only DSPM-native solution to map how AI models access, process, and use data across your environment.
AI Data Lineage: Built for Transparency, Built for Trust
BigID’s AI Data Lineage gives organizations unprecedented visibility and control across the entire AI data lifecycle—from ingestion to inference. Whether it’s a homegrown model or a third-party LLM like ChatGPT or Gemini, BigID helps you answer critical questions:
- What Modelos de IA are we using?
- What data are they touching?
- Where is our sensitive data going?
- Are we compliant with data and AI regulations?
With visual mapping, automated discovery, and rich metadata insights, BigID helps organizations govern AI at scale and build a foundation for responsible AI.
Why It Matters: Business Impact Beyond Buzzwords
IA responsable isn’t just a technical initiative—it’s a business necessity. Without visibility into how data flows through AI systems, organizations face:
- Increased regulatory scrutiny from GDPR, CCPAy emerging AI laws
- Higher risk of data leakage or sensitive data misuse
- Difficulty enforcing governance across third-party AI
BigID’s AI Data Lineage bridges this critical gap—empowering teams to mitigate risk, improve compliance posture, and align AI usage with internal policies and external mandates.
What You Get: Key Capabilities
BigID’s AI Data Lineage delivers the context, control, and clarity needed to govern AI effectively:
- Comprehensive AI Inventory: Automatically catalog all proprietary and third-party AI models in use, including ChatGPT, Gemini, and more.
- Data Source Visibility: Map every data source your AI touches—from cloud storage and databases to internal lakes and SaaS platforms.
- Sensitive Data Intelligence: Detect when AI models interact with PII, PHI, or other sensitive data to proactively reduce exposure.
- Data Flow Visualization: See how data flows from ingestion to inference across your AI pipelines—turning invisible processes into intuitive maps.
- Governance & Audit Readiness: Generate reports to support audits, enforce policy, and stay ahead of new AI and data regulations.
The Bottom Line
AI is only as trustworthy as the data it touches. Without lineage, there’s no transparency. Without transparency, there’s no control.
BigID’s AI Data Lineage delivers the visibility enterprises need to govern AI confidently, while staying compliant, reducing risk, and accelerating innovation.
Want to learn more? Schedule a 1:1 with one of our AI data security experts today!
