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TKOResearch

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

Choose where to start your OWASP review.

Select a system profile and its characteristics. TKOResearch planning rules order the OWASP 2025 categories and suggest controls to check.

3

critical

4

high

3

review

Discuss this system

Suggested review order

Critical, high and review are planning bands based on your selections.

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 contentKeep retrieved and user-controlled text separate from trusted instructions. Enforce authorization outside the model; prompt formatting alone cannot guarantee that boundary.
  • 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.

These priorities come from TKOResearch rules, not an OWASP severity rating or a test of your system. Use them to plan a review. They do not establish that a vulnerability exists or that a control is effective.

How rankings work

Use your architecture to choose what to check first.

The explorer keeps all ten categories visible and changes their order using your selections. RAG systems put retrieval and embedding controls near the top; tool-connected systems bring action permissions and output handling into focus. The rankings are a planning aid, not measurements of your system's risk.

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

Open the OWASP source