THE AI PRODUCT PLAYBOOKCHAPTER 02 / 06

MVP Launch

Validating core assumptions via a minimum viable path — not a minimum viable product.

MILESTONE 2
Chapter 02 of 06

An MVP is the smallest real path designed around 1–2 core assumptions, built to determine — under constrained resources — whether further investment is justified.

The goal of this stage is not to launch a product. It’s to validate the riskiest assumptions with the least work, and to come away with a clear basis for the next decision: keep going, or pause and pivot.

In early stages, validate existence and behavioral assumptions first — before testing how much better you are than competitors.

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