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Real personas
Use the persona context already attached to the map instead of defaulting to a generic user.
Use case · Story refinement
An AI acceptance criteria generator with the full story context.
Expand selected story cards into clear narratives and testable acceptance criteria while preserving existing notes, context, and persona intent.
Plan a trip
Set destination
Find route
Save journey
Find a charger
Compare stations
AI Filter availability
Check connector
Start charging
Connect vehicle
Confirm session
Track progress
MVP · coherent end-to-end slice
Enough detail to build and test the work, without over-specifying the entire future backlog.
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Why it matters
More useful AI starts with better product structure.
StoriesOnBoard keeps strategic context understandable to people and available to the agents helping them plan and execute.
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Testable criteria
Write observable outcomes that a tester can evaluate yes or no.
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Right-sized stories
Recognize when acceptance criteria reveal a story that should be split before implementation.
How it works
A clear path from input to aligned action.
Each step adds context while keeping product decisions visible and reviewable.
Choose what is next
Refine a release, goal, step, or explicit set of stories—not the whole backlog by default.
Create the detail
Write the narrative, key variations, and important edge or error outcomes.
Update approved cards
Merge the refined content into the map and verify the result.
Frequently asked questions
Clear answers before you start.
What is an AI acceptance criteria generator?+
It turns a user story and its surrounding product context into a draft set of clear, observable conditions that product, development, and QA can review.
What makes acceptance criteria testable?+
Each criterion describes a specific observable outcome, key variation, or important error state that a tester can evaluate as passing or failing.
Should AI refine every story in the backlog?+
Usually not. StoriesOnBoard recommends just-in-time refinement for the next release, sprint, goal, or selected set of stories.
Give your agents the full picture
Build the context before you build the product.
Start with a rough idea, a PRD, or an existing map. Turn it into a product plan people and agents can use together.
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