Best fit
- You already have an AI feature in production or close to launch.
- You suspect hallucinations, weak context, or silent regressions.
- You need evidence before changing prompts, models, or retrieval.
Book free audit
Use this page to send a focused brief. The goal is not a generic intro call; it is to decide whether your AI feature needs a quality audit, an implementation pass, or ongoing monitoring.
Keep it short. Share who you are, what AI flow you have, and the quality risk you want to understand.
Typical next step
If there is fit, the paid diagnostic starts with a fixed question set, baseline metrics, and a short findings report.