MVP to Production
Measurement + Iteration Loop
Track usage, quality, and conversion so the product improves every week
Overview
A shipped MVP only matters if you can learn from it. We instrument behavior and outcome signals early.
Usage, quality, latency, and business conversion metrics are reviewed on one rhythm.
The backlog is continuously re-prioritized based on evidence from real users.
Checklist
- Define core product and AI success metrics
- Instrument analytics for behavior and outcomes
- Set weekly KPI and feedback review cadence
- Prioritize next sprint based on evidence