Evolve: Think Less, Build More.
Turn early ideas into sprint-ready work

Evolve helps product teams move from rough concepts to structured Azure DevOps work items, user stories, acceptance criteria, test cases, and technical considerations.

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What Evolve can do

Evolve is the product discovery and backlog creation engine for the AI SDLC.

Feature creation

Generate well-structured feature ideas from business goals, stakeholder notes, or product hypotheses.

User stories

Translate concepts into user stories with clear actor, intent, and outcome framing.

Acceptance criteria

Create practical acceptance criteria that help teams align on definition of done.

Test case ideas

Seed QA planning with test case suggestions and edge cases before development starts.

How it works

 

Perfect for

  • Product managers

  • Business analysts

  • Scrum teams

  • QA leads

  • Consulting teams

    Evolve gives teams a faster route from idea to backlog-ready work.

    Think less about formatting and more about outcomes