Safe Data, Safe AI

You can’t firewall your way out of AI risk.

Most AI security programs watch the tools, but that surface changes every week. The data underneath changes far more slowly. This guide shows how to secure it before AI reaches it, across the three surfaces where AI data risk appears. Written for CISOs, data protection officers, and data and AI leaders.

What’s inside

• Data flowing into AI: How to de-identify training sets and RAG pipelines before ingestion.
• Data flowing through AI: How to govern what goes into prompts and what comes back out.
• Data touched by autonomous AI: How to make every agent accountable for the data it touches.
• The AI Data Readiness Framework: Four stages to find where you stand today.
• Real-world scenarios: How sensitive data leaks through everyday AI use.