Rethinking AI Security: Why CASB and DLP Need an Interaction-Aware Layer

Traditional security tools like CASB and DLP aren't sufficient for addressing the unique risks posed by AI. The core issue is that AI risk isn't about simply blocking access to AI tools; it's about analyzing the *content* of interactions – the prompts used and the responses generated – to identify potential data leakage and malicious agent behavior. A layered approach is needed, combining discovery and governance with a new interaction-level inspection layer to assess prompt safety and authorized actions. Blocking access outright isn't a sustainable solution as users will simply migrate to unmanaged tools.