AI app security audit

AI App Security Audit Checklist

An AI app security audit answers a simple launch question: can this AI feature be manipulated into doing something the product, user, or business did not authorize?

Run demo scan

Where it fits

  • Launching a customer-facing AI assistant that can read private account data.
  • Adding AI agent actions such as ticket creation, refunds, code changes, email drafts, or database queries.
  • Preparing a security review for a buyer, compliance team, or enterprise procurement process.

Operational steps

  • Inventory models, prompts, tools, data sources, logs, and user roles.
  • Test adversarial conversations across direct input, retrieved content, tool output, and uploaded files.
  • Classify failures by impact: disclosure, policy bypass, account action, unsafe recommendation, or availability.
  • Create a remediation plan with owners, retest date, severity, and acceptance criteria.

Common risks

  • The app logs sensitive customer prompts without a retention policy.
  • The model reveals hidden instructions or environment hints during a support conversation.
  • An agent treats untrusted web content as a trusted developer instruction.

How PromptGuard Scan fits the workflow

PromptGuard Scan turns audit criteria into executable checks and exportable evidence, so teams can move from checklist review to repeatable security testing.

Ready to test a real AI surface?

Pricing

Team annual is selected by default.

Annual billing is 50% off. All plans use NOWPayments checkout and keep the product page open.

Dev

For solo builders validating one product before launch.

$25/mo
$294 billed yearly. Save 50%.
5 apps500 scans
  • Prompt injection scans
  • Jailbreak template checks
  • PII and key leak detection
  • HTML risk report
  • Email support

Enterprise

For platform teams, private deployments, and audit-heavy AI systems.

$250/mo
$2,994 billed yearly. Save 50%.
Unlimited appsUnlimited scans
  • Everything in Team
  • Private deployment path
  • Custom test packs
  • Compliance evidence exports
  • Priority security review support

Security playbooks

Practical guides for LLM app security decisions.