X Thread: AI Security Audit

🔐 Your AI agent can delete your entire CRM with one prompt.

We tested a customer service bot last month. A simple injected instruction convinced it to wipe contact records — then summarize what it did.

This is what an AI security audit catches. Here's what you need to know 🧵

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📋 An AI security audit is a structured review of your deployed AI systems.

It covers 7 areas:

• Prompt injection (direct + indirect)
• Data leakage
• Tool & agent permissions
• Output safety
• Model extraction
• Compliance gaps (EU AI Act, NIST)

Think of it as a pen test — but for model-specific risks.

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⚠️ Most common vulnerabilities we find:

• Prompt injection → model ignores safety rules
• Tool access misconfig → agent can delete/modify data
• System prompt leakage → internal secrets exposed
• No output filtering → PII in responses

The average audit finds 12-15 actionable issues.

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⏱️ Timeline & cost:

• Standard audit: 3-5 business days
• Expedited (48hr): available with Red Team tier
• AI Security Audit: from $5,000
• Guardrail Setup: from $8,000
• Red Team + Compliance: from $12,000

Deliverable: board-ready report with findings matrix + remediation roadmap.

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🎯 Who needs this?

• Customer-facing chatbots
• AI agents with API/database access
• Startups prepping for SOC 2 or enterprise reviews
• LLMs in HR, legal, finance, healthcare

Not sure if you're exposed? Book a free 15-min consultation → calendly.com/galeops/15min

Or DM me. I'll tell you straight if an audit is worth it.

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