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// How it works

Three steps for you. Careful rules behind each one.

Describe the app, authorize the review, understand the result. AI can draft the product faster than a scanner can tell you who can open whose records. Here is everything that happens in between.
  1. 1

    Preflight

    Answer a short questionnaire: what we're reviewing — an internal app, a public website or infrastructure — who uses it, what data it touches, where it runs. No scanning, no probing.

  2. 2

    Confirm authority

    A business owner names the legal entity and an authorized technical contact. Paying never authorizes testing on its own.

  3. 3

    Prepare synthetic staging

    Together we name up to two roles, ten critical workflows, expected access outcomes, exclusions, test accounts and stop conditions.

  4. 4

    Checks run

    Specialized modules replay each request with every role, test your in-app assistant's tools, and read site and infrastructure configuration passively. Nothing counts as a finding without a recorded request and response. On the locked scope, Live test shows each check while it runs: what it is looking for, then the stored status. Real requests only, sanitized. A line is not a finding.

  5. 5

    Analyst review

    A qualified analyst reviews evidence, coverage and the proposed readiness decision before anything reaches you.

  6. 6

    Understand the result

    A one-page decision summary, a coverage matrix, findings with Liquid guidance, repair prompts and local verification prompts. There is no site-secure seal. A private quote is allowed only when every material layer was recorded and no Critical, High, or Medium finding is still open.

  7. 7

    Independent retest

    After your change, we repeat the named checks under refreshed authorization and record fixed, still present or inconclusive.

Never in the standard profile

  • Real employee, customer, payroll or financial records
  • Purchases, outbound messages or permission changes
  • Destructive operations or password attacks
  • Testing discoveries you didn't authorize
Liquid, explaining

> liquid.explaining

If something can't be tested safely, I'll mark it blocked or not tested in the report instead of guessing. Gaps are part of the answer.
Start the free preflight