QA Risk Assessment — score your engineering quality posture

The QA Risk Assessment is a 5-minute structured questionnaire that scores your engineering org's quality risk along four dimensions: deploy frequency, change-failure rate, test-automation maturity, and defect-escape rate. The scoring rubric is calibrated against DORA's elite / high / medium / low benchmarks, so your output is comparable across teams and over time.

Use it when an executive or board member asks for a quality-posture snapshot, before kicking off a QA hire so you know what gap the role needs to close, after a P0 incident as a forcing function for an honest retrospective, or as a baseline reading before any QA-tooling investment. The questions are intentionally written to surface anti-patterns common at the seed-to-Series-B stage — long-running test suites, no quarantine policy, defect counts maintained in tribal memory.

Reading the output: low risk means your bottleneck is product velocity, not quality — you can ship freely. Medium risk usually means you've outgrown your existing test infrastructure and need investment in either parallelization, environment hygiene, or change-failure tracking. High risk is the stop-the-line signal: defects are escaping faster than you can absorb them, and you should pause non-critical features to address the fundamentals before they compound into reputational damage.

Related reading: COPQ calculator · Flaky test cost calculator · The flaky-test tax (deep-dive)

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