What does the security architecture of AI agents actually look like?

[joy7758]

As agent systems move into real workflows, security concerns go beyond
simple prompt guardrails.

From what I’ve been observing, agent security tends to involve several
layers around the orchestration framework:

1 Runtime safety
2 Data protection
3 Execution integrity
4 Auditability
5 Governance

I tried sketching a simple architecture to visualize where these layers
sit relative to the agent runtime.

Curious if this matches what others are seeing in production systems.

[keenborder786]

I found this white paper to be really helpful on the topic: The Agentic AI Security Scoping Matrix: A framework for securing autonomous AI systems | AWS Security Blog

[joy7758]

[keenborder786]

@joy7758 Nice will have a look at it.