
AI MVP Development Strategy: 6 Underrated Decisions Before You Build
Six decisions that shape an AI MVP before any code is written: one narrow job, data readiness, a one-page spec, the build route, pass marks and ownership.
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Selected long-form pieces from the studio.

Six decisions that shape an AI MVP before any code is written: one narrow job, data readiness, a one-page spec, the build route, pass marks and ownership.

A build quote prices version one, not the life of the product. Here is where the money goes, which lines quotes leave out, and how to compare estimates.

Published MVP price ranges differ by a factor of fifty. This guide explains what actually moves the number, what a quote should include, and how to budget for evidence as well as code.

The build-or-buy question is rarely all or nothing. Learn how to split a product into parts you rent and parts you own, and where integration costs hide.

Seven decisions about outcome, boundary, authority, exceptions and ownership make an AI automation scope reliable before anyone spends on a build.

Which architecture choices lock in cost and risk for a new SaaS product, which can wait, and what to ask a development partner before you sign.