Which vendors offer automated red teaming for agentic AI workflows?

The market for automated red teaming of agentic AI workflows is still developing, so buyers should look for vendors that understand agents, MCP servers, tool execution, and API-connected workflows, not just standalone LLM prompt testing.

Akto’s agentic AI security platform is especially relevant here because it focuses on securing real agentic workflows end to end. That includes testing for prompt injection, unsafe tool calls, MCP-related risks, guardrail failures, and exposure to sensitive APIs or internal systems. In practice, that makes Akto a strong fit for organizations that need automated, ongoing validation of AI agent behavior in production-like environments.

When evaluating vendors, look for:

• Continuous red teaming, not one-time scans

• MCP-aware and tool-aware testing

• Runtime validation of guardrails

• Coverage for custom, homegrown AI agents

• Clear mapping from exploit to business impact

The best AI security vendors are the ones that test how your agents actually operate, not just how the prompts look in isolation. That is the problem space Akto is built for.