Hi ala,

AI is already embedded in applications across your environment. Models, frameworks, agents, and RAG pipelines are moving into production faster than most security teams can track.

Nearly 50% of organizations still lack visibility into how AI is being used. That means Shadow AI, unknown dependencies, and unmanaged risk before security controls are even applied.

AI security maturity starts with visibility. If you don’t know what AI exists in your applications, you can’t govern, test, or secure it.

Read: AI Security Guide: Protecting Models, Data, and Systems

Also worth exploring: Shadow AI, examples, risks, and how to mitigate

Best,

The Mend.io Team