IVIS

AI Red Teaming · Adversarial Testing

Adversarial testing for systems that reason, retrieve, generate, or act.

When your product uses LLMs, agents, copilots, RAG, or tool-calling, the attack surface is the way it thinks — not just the code. ZIVIS red teams that behavior to find where it can be manipulated, leak data, or act without the right approval.

Book AI Red TeamingCompare audits & testing

Conventional testing checks syntax. Red teaming AI checks meaning.

Standard security testing asks the right questions about authentication, inputs, and APIs. AI red teaming adds a new set of questions about how the system reasons, what it trusts, and what it can be talked into doing.

Traditional app security asks

  • Is authentication enforced?
  • Are inputs validated?
  • Are dependencies vulnerable?
  • Are APIs exposed?

AI red teaming also asks

  • Can the AI be manipulated by instructions?
  • Can it reveal data it should not?
  • Can it misuse tools or take unapproved actions?
  • Can it be steered into the wrong conclusion?
  • Can it trust the wrong context?
  • Can it create a workflow failure that looks normal?

What's included

  • Prompt and context manipulation testing.
  • RAG / data leakage and retrieval-poisoning testing.
  • Agent and tool-use abuse testing.
  • Permission and authority boundary testing.
  • Human approval-path and escalation review.
  • Memory and persistent-context poisoning review.
  • Logging and observability review.
  • AI-specific findings and remediation guidance.

Coverage that maps to the standards your buyers ask about.

  • OWASP LLM Top 10 — prompt injection, sensitive-data disclosure, supply chain, and more.
  • Agentic AI Top 10 — memory poisoning, tool misuse, privilege compromise, cascading failures.
  • Multi-step agent and workflow attack paths, not just single-prompt tricks.

Put your AI in front of an adversary.

Book AI red teaming as a standalone project, or pair it with a security audit or pen test. Not sure what your AI touches yet? Start with the Mini AI Risk Map.

Book AI Red TeamingStart with the Mini Map