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AI Pentest

We attack your AI agent the way a malicious user would β€” before a real attacker does.

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Pentest Report Summary
Pre-launch
Hidden instructions in customer messagesBroke
Personal data extractionBroke
Role hijack ("pretend you are admin")A few broke
Guardrail bypassBroke
System prompt leakageBroke
Standard conversationHeld

What We Do

We attack the agent the way a malicious user or a manipulated document would: attempting to extract client personal data, bypass its guardrails, and manipulate the actions and documents it produces.

You Get

A prioritised report of what we found, what it means for your clients, and how to fix it.

  • β†’ Findings ranked by severity and impact
  • β†’ Clear remediation guidance for your developers
  • β†’ A report you can show clients, insurers and auditors

Needs From You

Access to your system. Nothing else.

  • β†’ No extra work for your developer beyond providing access
  • β†’ No code changes required
  • β†’ We handle the rest

Tested Against The OWASP Top 10 For LLM Applications

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Prompt Injection

Direct and indirect attempts to override the agent’s instructions

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Sensitive Data Disclosure

Attempts to extract client personal data from the agent

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Hidden Instructions

Malicious instructions buried in documents and emails

🎯

Excessive Agency

The agent taking actions it should not

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Guardrail Bypass

Attempts to circumvent the agent’s safety controls

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System Prompt Leakage

Extraction of the system prompt and internal instructions

⚠️

Unsafe Outputs

Generation of harmful or inappropriate content

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Data Poisoning

Manipulation of data the agent relies on

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Insecure Plugin Use

Abuse of tools and integrations the agent calls

What It Wins You

Find leaks before your clients do

Client data leaks and manipulation risks caught before they reach production

Evidence of security testing

For clients, insurers and the EU AI Act

Confidence to put it in front of clients

A tested agent you can deploy with confidence, and a report you can show if asked

Answers for security questionnaires

A concrete answer to the AI security questions in client questionnaires and insurance renewals

Find the vulnerabilities before attackers do

Get a prioritised report of what we found, what it means for your clients, and how to fix it.

Get in Touch

Ready to Secure Your AI Applications?

Get in touch with our team to learn how SonnyLabs can help protect your AI systems

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