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Adaptive OWASP AI Risk Explorer

Turn the OWASP Top 10 into a system-specific control plan.

Select what you are building and the system characteristics that change its exposure. The explorer reprioritizes all ten categories and connects each one to practical controls.

Map agent blast radius

Prioritize the OWASP risks that matter to your system.

Select a system profile and operating characteristics. The control plan updates immediately using the OWASP Top 10 for LLM Applications 2025.

3

critical

4

high

3

review

Discuss this system

Prioritized risk plan

Ranked from the selected profile and characteristics.

Why it matters

Prompt injection turns ordinary content into an instruction path. In agentic systems, that can affect customer data, internal tools, outbound messages, code changes, or operational decisions.

Open the full category guide

Recommended controls

  • Separate instruction from contentUse structured message boundaries, trusted-system prompts, and content wrappers so retrieved or user-controlled text is never treated as policy.
  • Constrain tool authorityUse server-side action policies, least-privilege tools, approval gates, and deny-by-default behavior for high-impact operations.
  • Test indirect inputsRun regression probes across RAG documents, webpages, email, issue trackers, and tool output, not only the chat box.

This explorer is a planning aid, not a certification or substitute for a scoped assessment. Rankings indicate where to begin based on the selected system profile; they do not establish that a control is implemented or effective.

How rankings work

Architecture changes priority, not applicability.

Every OWASP category remains relevant. The explorer raises categories whose attack paths are more directly connected to the selected architecture—for example, retrieval and embedding controls for RAG, or excessive agency and output validation for tool-connected systems.

The category definitions and control guidance are grounded in the OWASP Top 10 for LLM Applications 2025.

Open the OWASP source