AI and Agent Red Teaming

You shipped an AI system.
You also shipped a new attack surface.

SpartanX red teams your LLMs and agents for prompt injection, guardrail bypass, agent manipulation, and data exfiltration, as a first-class surface.

Prompt injectionGuardrail bypassData exfiltration
The problem

The new surface problem

An LLM or an agent in production is not just a feature. It is an attacker-reachable surface that can be talked into leaking data, breaking its guardrails, or taking actions on your systems it was never meant to take.

Traditional testing was not built for this. Prompts are inputs, tools are reachable, and context is manipulable. None of that shows up in a scanner, and the risk grows every time the agent gets more power.

How it works

How AI red teaming works

01

Treat AI as a first-class surface

Your LLMs and agents are tested like any other attack surface, not bolted on as an afterthought.

02

Attack the model and the agent

The adversary runs prompt injection, guardrail and jailbreak bypass, agent manipulation, and attempts to turn the system's own tools against it.

03

Chase exfiltration and action

It tests whether the system can be driven to leak sensitive data or take unauthorized actions, then chains those into other surfaces where relevant.

04

Prove and prioritize

Each successful attack is shown with a reproducible proof of concept and scored by business impact.

The outcome

What you get

AI risk made concrete

Proof of exactly how a prompt or an agent can be turned against you, not abstract warnings.

Guardrails under real pressure

See whether your controls hold against an adversary that adapts, not a static test set.

Exfiltration paths, exposed

Know what data or action an attacker can reach through your AI system before they do.
What it ends

It ends treating AI safety as a one-off prompt checklist instead of an attack surface that adapts and must be tested like one.

AI tested as a first-class surface
Reproducible proof of concept per finding
Findings chained across surfaces

Red team your AI

See what an adversary can make your LLMs and agents do.