AI tools that bring clarity to product management
Reduce ambiguity, improve artifact quality, and accelerate delivery with AI-powered tools designed for modern product teams.
Built for product teams shipping real software
From greenfield discovery to brownfield delivery: clarity, structure, and a backlog your dev team trusts.
Progressive Refinement
Start from a vague vision and iteratively refine down to JTBD, epics, features, and dev-ready stories.
Story Maps in the UI
Visualize workflows and slice the map into releases and MVPs your team can rally around.
Roadmaps + Release Strategy
Turn priorities into a roadmap and an MVP-first release strategy that drives speed to market.
Test-Ready Stories
Generate acceptance criteria plus edge and failure conditions so QA and devs know what “done” means.
Constraints + Decisions
Bring technical constraints and design decisions into the process so scope stays realistic.
Brownfield Guidance
Leverage existing code and docs to ground new work and highlight likely implementation touchpoints.
Requirements as Markdown
Keep artifacts in-repo with the code for traceability, diffs, and lightweight collaboration.
Exports + Integrations
Export to a wiki/Obsidian vault, or push your backlog into Jira/Confluence via plugins.
From vision to testable stories
the-product-coach guides you from a vague problem statement to a refined user story in standard form—plus how to test it, including edge and failure conditions—while incorporating the dev team’s constraints and design decisions. For existing products, it grounds new requirements in your current code and docs and highlights where implementation will likely need to change.
- Progressively refine from vision → mission → JTBD → story
- Bake in technical constraints and design decisions early
- Create story maps (visual workflow), roadmaps, and release slices
- Define an MVP + release strategy to accelerate time-to-market
- Generate epics, features, and testable stories (incl. edge/failure cases)
- Capture every artifact as Markdown that ships with the code
- Support brownfield projects: leverage existing code/docs and point devs to likely touch points
- Export to wiki/Obsidian or sync to Jira/Confluence when needed
From strategy to testable stories—with every artifact in-repo as Markdown.
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