AI Application Penetration Testing

Penetration testing for AI-powered applications: the model, the app layer wiring it together, and the classic web and API flaws that still apply.

What is AI Application Penetration Testing?

AI application penetration testing focuses on the product built around a model: how prompts and outputs are handled, how sessions and identity work, how the app validates and renders model output, and how the LLM connects to your data and tools.

Why it matters

Many AI breaches are not model failures at all, they are ordinary application flaws made worse by an LLM: insecure output handling that leads to XSS, broken access control exposed through a chatbot, or a model with far more data access than the user driving it.

Book a free scoping call →

How Solusec tests it

We test the whole application, LLM-specific attacks plus the web and API testing we have done for years, so the AI feature and the product it lives in are both covered.

AI testing, led by a human

Solusec is one of the first firms worldwide accredited under CREST's AI-Enabled Penetration Testing standard, so our use of AI is independently assured: responsible, transparent and always human-led. You get faster, broader testing, your data stays out of public AI tools, and every finding is validated by a qualified tester. Read about the accreditation.

What you get

You get a clear, prioritised report mapped to business risk, a walkthrough of every finding with practical fixes your developers can action, and a free retest once you have remediated. No scanner dump, no jargon, no sales team: you deal directly with the tester.

Common questions

Do you cover normal web vulnerabilities too?

Yes. AI apps are still web apps. We test both the AI-specific and the conventional attack surface.

What about insecure output handling?

We specifically test whether model output is safely handled, a common route to XSS and injection in AI apps.

How quickly can testing start?

After a short, free scoping call we give a fixed price and a start date, often within days.

Is your AI use safe and independently assured?

Yes. Solusec holds CREST's AI-Enabled Penetration Testing accreditation, which independently assures that our AI use is responsible, secure and human-led.

Related AI security testing