Ensemble Session: User Story Writing with AI

Writing great user stories is hard. Vague stories create confusion, missed expectations, and buggy code. In this hands-on Samman Coaching session, your team will learn how to use AI tools like ChatGPT or Claude to write clearer, more actionable user stories—without losing human context or judgment.

Through live instruction and guided mobbing, you’ll explore how to craft high-quality user stories, define crisp acceptance criteria, and spot ambiguity early—before it turns into rework. You’ll experiment with prompts that help clarify intent, improve language, and even reframe requirements based on user goals.

You don’t need to be a prompt engineering expert. This session will show you how to collaborate with AI as a thinking partner, not a replacement.

By the end of the session, your team will have practical techniques, reusable prompts, and a shared understanding of what “good” looks like in user story writing—with or without AI.