AI Security Audit

2–3 weeks

Identify and close the security, privacy, and compliance gaps in your AI systems before they become incidents.

Overview What this engagement is

As AI adoption accelerates, so do the attack surfaces — prompt injection, data leakage through LLMs, model poisoning, shadow AI usage, and regulatory exposure under GDPR and the EU AI Act. This audit gives you a clear picture of where you stand and what to fix. Designed for organisations already running AI in production, or planning to.

What you get Outcomes

What you walk away with.

01
Threat modelling tailored to your AI architecture (LLMs, RAG, agents, custom models)
02
Identification of sensitive data flowing into third-party AI APIs
03
Review of access controls, prompt sanitisation, and output validation
04
Compliance gap analysis: GDPR, EU AI Act, ISO 42001 alignment
05
Practical remediation plan ranked by severity and effort
How we work

From scope
to handoff.

Tight scopes, regular demos, working software at every step.

01

Scope and inventory

We map every AI system in use across the business — including shadow AI tools used informally by teams.

02

Threat modelling

For each system, we model realistic attack vectors and identify weak points.

03

Technical testing

Targeted testing of prompt injection resistance, data leakage paths, and access controls.

04

Remediation roadmap

A prioritised report with concrete fixes, ranked by risk severity and implementation effort.

Get in touch connect@baimbroq.co.uk

Ready to scope
this?

30 minutes. No deck. Just questions to find out whether we’re a fit for your ai security audit.