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Gaurvendra Pundhir
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TemplateAIMVP

AI MVP Scoping Template

A practical template for turning an AI idea into a scoped MVP with users, workflow, data, success metrics, and launch plan.

Use this before building

Before writing code, answer these questions.

Problem

  • Who is the user?
  • What problem are they trying to solve?
  • How do they solve it today?
  • What makes the current process slow, confusing, expensive, or unreliable?

Workflow

  • What triggers the workflow?
  • What information does the user provide?
  • What does the system return?
  • What does the user do next?

AI role

  • What should AI generate, retrieve, classify, summarize, recommend, or automate?
  • Where should a human stay in control?
  • What are the failure modes?
  • What should the system refuse to do?

MVP scope

  • What is the smallest version that proves value?
  • What is explicitly out of scope?
  • What can be manual behind the scenes in V1?

Success metrics

  • What outcome should improve?
  • How will you measure it?
  • What user behavior proves the product is useful?