LLM security testing tool

LLM Security Testing Tool for Release Gates

Teams searching for an LLM security testing tool usually need a repeatable process, not a one-off red team exercise. The goal is to turn model security into a normal release check.

Where it fits

  • A product team changes the system prompt and wants to know if old jailbreaks now work.
  • A platform team adds tools or function calls and needs to test authorization boundaries.
  • A security team wants evidence for SOC 2, ISO 27001, vendor questionnaires, or customer review.

Operational steps

  • Define the application policy, allowed tools, disallowed outputs, and sensitive data classes.
  • Attach test packs for injection, jailbreak, leakage, tool misuse, and unsafe retrieval.
  • Run the scan in CI and store reports beside the pull request or release artifact.
  • Track recurring failures so prompt, retrieval, and guardrail changes can be measured over time.

Common risks

  • Manual testing misses regressions after a model provider or prompt template changes.
  • Tool permissions are tested in isolation but not through adversarial language.
  • Security reports lack enough evidence for engineers to reproduce and fix the issue.

How PromptGuard Scan fits the workflow

PromptGuard Scan gives teams a command-line and API-first workflow with structured findings, CI status checks, and remediation guidance for prompt, RAG, and agent security issues.

Ready to test a real AI surface?

Pricing

Team annual is selected by default.

Annual billing is 50% off. All plans use Polar 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.

Related AI workflow reference

Teams comparing workflow plans with launch and market assumptions can also review MiroFish AI Simulator, a companion reference for simulation-style product reasoning.