avoid-feature-creep

To prevent feature creep when defining an MVP, apply a structured decision framework and MVP scope templates during product planning to ensure proposed features align strictly with solving core user problems.

Validating new features during backlog grooming requires using a structured 5-step decision checklist to evaluate whether each proposed addition supports core user value before allowing it into the product scope.

AI governance controls product scope expansion by applying specific rules that guide AI agents and product teams, resisting unnecessary feature additions during planning and scope review sessions.

Yes, you can apply the decision checklist during scope reviews for AI-powered products to evaluate feature requests, utilizing governance guidance to maintain alignment with the original MVP definition.

Product scope expands beyond the original MVP definition when teams lack a structured governance framework to evaluate feature decisions, making it necessary to apply strict scope templates during planning sessions.

Feature creep in product management is the uncontrolled expansion of product scope, which you can prevent by applying a disciplined framework to keep backlog features aligned with real user value.