AI Systems and Agents

Secure the surface
scanners do not understand.

LLMs, guardrails, and agent orchestration are a live attack surface that traditional tools cannot read. SpartanX attacks them with prompt injection, guardrail bypass, agent manipulation, and data exfiltration, and proves each one.

LLMs and guardrailsAgent orchestrationProven exploits
The problem

Your AI stack is an attack surface your scanners cannot read

LLMs, guardrails, and agent orchestration behave nothing like the apps your existing tools understand. A model can be coaxed past its guardrails, an agent can be manipulated into taking actions it should refuse, and sensitive data can be exfiltrated through a prompt. None of this shows up in a traditional scan.

SpartanX attacks AI systems as part of one connected surface. A prompt injection that manipulates an agent can reach the credentials and tools behind it, then chain into cloud, identity, and internal systems. The adversary proves how an AI weakness becomes a path through the rest of your environment, not an isolated model quirk.

How it works

How it works

01

Map the AI surface

SpartanX models your LLMs, guardrails, and agent orchestration, including the tools and data they can reach, in the environment graph (OKEG).

02

Attack the model and the agent

The adversary runs prompt injection, guardrail bypass, agent manipulation, and data exfiltration against your AI systems.

03

Chain through the tools

An exploited agent becomes a pivot. SpartanX follows the credentials and permissions it holds into cloud, identity, and internal paths.

04

Prove and rank

Each AI finding ships with a working exploit and a PESS score by business impact, so you see real consequence, not a theoretical risk.

The outcome

What you get

AI risk you can act on

Proven prompt injection, guardrail bypass, and agent manipulation with a working exploit, not a benchmark score.

Exfiltration paths exposed

See exactly how sensitive data leaves through your AI systems and the tools they can reach.

One connected view

AI findings are chained into the same surface as web, cloud, and identity, so you see the full consequence.
Stop guessing about

Stop guessing whether your LLMs and AI agents can be manipulated into reaching the systems behind them.

Coverage of prompt injection, guardrail bypass, agent manipulation, and data exfiltration.
AI findings chain through agent tools and credentials into cloud, identity, and internal paths.
Every AI finding is delivered with a working exploit and a reproducible proof of concept.

Attack your AI before they do

Run a scoped campaign against your LLMs and agents and see what holds.