A 4-Week Playbook for Shipping One AI Feature That Actually Sticks

Most teams fail because they pick an AI project that is too wide.

If the goal is momentum, ship one clear end-to-end feature in four weeks. That means one complete user outcome: trigger, generation, review, save, and follow-up.

Week-by-week structure

Week	Goal	Output
1	Scope and UX decisions	User flow + acceptance criteria
2	Integration and guardrails	First internal build with fallback behavior
3	Instrumentation	Event schema + monitoring dashboard
4	Launch and learn	Limited rollout + iteration queue

Non-negotiables

1. Use constrained interaction patterns, not a blank prompt box
2. Define one fallback path before launch
3. Add at least one metric tied to repeated use

const launchGate = {
  hasPrimaryFlow: true,
  hasFallbackPath: true,
  tracksSecondUse: true
};

const readyToLaunch = Object.values(launchGate).every(Boolean);

What this solves

This approach avoids endless prototype drift. You ship something real quickly, then make better decisions from usage data instead of internal debate.