✓ free diagnostic
Is your AI feature ready to ship?
For most teams that’s a judgment call, not a measurement. In three minutes, you’ll have a real score, and a plan.
This is the free, self-scored version. You answer, you get a score and a roadmap on the spot, no one reviews your code. It’s the 3-minute version of the paid QA Readiness Audit, where I do a hands-on review of your repo, CI, and AI features and hand you a written risk map.
How ready is your AI to ship?
Answer 12 quick questions about how you test, gate, and ship your AI features. Get an instant score across six pillars, then unlock a personalized report with a prioritized 90-day roadmap.
No code, prompts, or sensitive data, just how you work. We store only your email and scores.
✓ what it measures
Six pillars of AI release readiness.
The same dimensions I assess in a paid QA Readiness Audit, distilled into a self-scored diagnostic.
- Eval coverage & golden datasets: evals coverage and maturity.
- Prompt regression testing: regression coverage and maturity.
- Prompt injection & output safety: safety coverage and maturity.
- CI integration & release gates: ci gates coverage and maturity.
- API cost monitoring & guardrails: cost coverage and maturity.
- Release process & ownership: ownership coverage and maturity.
New to this? Start with how LLM testing actually works. Ready for the real thing? See the QA Readiness Audit.