The scoping call mentions a chatbot, an agent with tool access, a RAG (retrieval-augmented generation) pipeline. You can test the web and cloud layer around it already — this closes the part that is new, on live targets rather than slideware. It's a repeatable approach to testing AI applications: identify the vulnerability, validate its impact, and document the finding.
Buying for a practice or a team?
Injection here is a persuasion problem, not a syntax one. The same request phrased two ways gets refused once and obeyed once — so you learn the application's behaviour and trust boundaries, not just a list to paste.
A prompt is not a parser. Trust breaks between retrieval and context, or between an agent and its tools — often in a different file.
“The model said something rude” is not a finding. Turning behaviour into demonstrated business impact is the skill clients pay for.
Non-determinism means a client will re-run your payload and get a different answer. Evidence has to be captured, not described.
Work every category in the OWASP LLM Top 10, then MCP (Model Context Protocol) tool servers and agentic systems, against deliberately vulnerable applications running live. Use the web, API and cloud judgement you already have to test prompt injection, retrieval boundaries, tool access, and agent behaviour.
Same five steps whether the client ships a chatbot or an agent, so your second AI engagement does not start from scratch.
GSCE — the GenAI Security Certified Expert ($399) — is hands-on, proctored through your webcam, and graded on the exploits you capture, with a few lines from you on how you found each and an examiner reviewing the sitting before the credential is issued. Weighted 75% GenAI, 20% web, 5% cloud — the exam's design, focused on where AI-security work concentrates. GSCP — the GenAI Security Certified Professional ($199) — is the intermediate hands-on exam to it.
Every lab and the full curriculum. The GSCE sitting is $399 on its own, whenever you are ready — or GSCP, the intermediate exam, at $199.
Launch price until 27 November, then $499.
The GSCE exam, proctored and examiner-reviewed, plus three months of lab access to prepare — included. One free retake, then $99 per attempt. There's no attendance version of this credential — you pass it or you don't. Still building AI-specific technique? GSCP, the intermediate exam, is $199 and the recommended step before GSCE.
The free tier is 25 labs against a live model, no card required.