Is your AI feature ready to ship?

Guided assessment for whether an AI feature is ready for production — structured scores across eight dimensions, hard gates, and an evidence-backed advisory report. Advisory only, not a certification.

The assessment walks through system context and eight readiness dimensions — use-case fit, data & privacy, evaluation quality, safety guardrails, reliability, observability, cost controls, and governance. Scoring is deterministic; an OpenAI-generated narrative adds an executive summary, risks, and a remediation plan with citations from a curated reference corpus.

Your answers stay in this browser. Answers are sent to the server only to generate the narrative, held briefly in a short-lived in-memory cache, never written to a database, and never used for model training.

Disclaimer: Advisory only — not a certification, audit, or legal opinion. Use the report as a structured conversation starter with your engineering, security, and compliance teams — not as sign-off.

Part of AI in Action — personal production case studies in ai-assisted engineering. Methodology: Build → Validate → Improve → Document → Share. Built by Weidong Shi with Next.js, TypeScript, and Tailwind CSS; deployed on Vercel.