Key Takeaways Your engineering teams are shipping AI faster than security can track it. Models, training datasets, notebooks, vector stores, managed AI services, and now autonomous agents spin up across every cloud account. Most of it never lands in the CSPM, DSPM, or AppSec tools you already run.