LIONS AISolutions
Including AI-specific risk

Security

AI systems introduce failure modes most security programmes have never assessed: prompt injection, training-data leakage, tool misuse and over-permissioned agents. We test for both the classic and the new.

Capabilities

What this includes

Application security review

Code review, dependency auditing and penetration testing.

Prompt injection testing

Adversarial testing of AI features against instruction-hijacking attacks.

Data leakage assessment

Whether your system can be induced to reveal data it should not.

Agent permission audit

Review of what tools and actions an agent can reach, and what that allows.

Threat modelling

Structured analysis of attack surface before a feature ships.

Incident response planning

Playbooks for when something does go wrong.

Outcomes

What you end up with

  • Vulnerabilities found before attackers find them
  • AI-specific risks assessed explicitly
  • Least-privilege agent design
  • A tested incident response plan
Typical stack

Tools we reach for

OWASPBurp SuiteSemgrepSnykCustom adversarial harnesses
Questions

Frequently asked

What is prompt injection?

Malicious instructions hidden in content the model reads — a document, a web page, an email — that attempt to override its actual instructions. It is the most common AI-specific vulnerability we find.

Do you provide a report we can show clients?

Yes. Findings come with severity ratings, reproduction steps and remediation guidance.

Let's talk about what you're building

Tell us the problem. We'll tell you honestly whether AI is the right tool, and what it would take.