Traditional CASB and DLP controls can discover and govern AI tools, but they fall short because AI risk appears in prompts, responses, and agent actions rather than simple app or file access. Security teams need an interaction layer that inspects the semantics of conversations and authorizes what AI agents can retrieve, generate, and do. #CASB #DLP #AI
Keypoints
- Employees are using AI through approved tools and unmanaged personal accounts.
- CASB and DLP help, but they cannot fully inspect prompt-level AI risk.
- Sensitive information can be exposed indirectly through AI conversations and outputs.
- Agentic workflows create new risks, including prompt injection and unauthorized actions.
- Security should add interaction-level inspection instead of only blocking AI access.