GenAI and LLM security

GenAI and LLM Security Testing

You're shipping AI features faster than anyone can secure them. Chatbots, copilots, RAG pipelines, and agents that call tools and touch real data. Traditional pentests don't cover this, and scanners can't. We test your AI the way an attacker actually would, with manual, human-led testing.

What's included

What we test

The attacks that matter for AI features in production, tested against your application, your data, and your integrations.

Prompt injection

Direct and indirect, including attacks hidden in content your model ingests.

Direct · Indirect

Jailbreaks and guardrail bypass

Getting the model to do what your guardrails are meant to stop.

Guardrails · Content controls

Data leakage

Sensitive data leakage and system prompt extraction.

Sensitive data · System prompts

Insecure output handling

Where model output flows into code, queries, or downstream systems.

Code · Queries · Downstream

Tool and function-calling abuse

Turning the tools and functions your model can call against you.

Agents · Tools · Functions

RAG and data pipeline risks

Poisoning, and retrieval of data the user shouldn't see.

RAG · Poisoning · Retrieval
Coverage

Mapped to the OWASP LLM Top 10

Findings are mapped to the OWASP Top 10 for LLM Applications, with proof and clear remediation.

OWASP Top 10 for LLM Applications (2025)
  • LLM01 Prompt Injection
  • LLM02 Sensitive Information Disclosure
  • LLM03 Supply Chain
  • LLM04 Data and Model Poisoning
  • LLM05 Improper Output Handling
  • LLM06 Excessive Agency
  • LLM07 System Prompt Leakage
  • LLM08 Vector and Embedding Weaknesses
  • LLM09 Misinformation
  • LLM10 Unbounded Consumption
Why Maverick

Offensive security that actually tests AI

We're an offensive security firm that actually tests AI, not a scanner with a new label. One team, manual testing, findings you can act on.

Testing is run by OSCP certified testers, the same people who scope it and write the report.

01
Chatbots and copilots

Customer-facing and internal assistants.

02
RAG pipelines

Models that retrieve from your documents and data.

03
Agents

Models that call tools and take actions.

Deliverables

What you get

The report
  • Executive summary for leadership
  • Each finding with evidence, reproduction steps, and real-world impact
  • Findings mapped to the OWASP LLM Top 10
  • Prioritized remediation guidance
Remediation retest

Fix what we found, and we retest it. Retests are included within 90 days of report delivery, and the final report is updated to show which findings are closed.

Scoping

What we need to scope it

Rough answers are fine. We'll come back with a scope, a timeline, and a fixed price.

  • The feature. What it is (chatbot, copilot, RAG, agent) and who uses it.
  • Data. What the model can read or retrieve, and what users should and shouldn't be able to see.
  • Tools. Any tools, functions, or APIs the model can call, and what they can change.
  • Accounts. Test accounts at each user role.
  • Environment. Staging or production, and anything that's off limits.
  • Driver and date. Launch, customer review, compliance, or a proactive check, and when you need the report.
FAQ

GenAI testing questions

What kinds of AI features do you test?
Chatbots, copilots, RAG pipelines, and agents that call tools and touch real data. If your product puts a model between a user and your systems or data, we can test it.
Can't a scanner do this?
Not well. The serious AI findings depend on your data, your tools, and your business logic. Finding them takes manual, human-led testing.
What standard do you map findings to?
The OWASP Top 10 for LLM Applications, with proof and clear remediation for each finding.
Will testing make our AI feature secure?
No test can promise that. What we give you is what an attacker could do today, how to fix it, and a retest to confirm the fixes hold.
Do you retest after we fix findings?
Yes. Retests are included within 90 days of report delivery, and the report is updated to show which findings are closed.
Is the price fixed?
Yes. Once we've scoped the work you get a fixed price, and the remediation retest is part of it. We'll also sign your NDA and MSA before any testing begins.

Get your AI tested.

Tell us what your AI feature does and what it can touch. We'll come back with a scope, a timeline, and a fixed price.