# The first test cannot promise everything to everyone. All stories are fictional. They do not describe specific people, companies or projects. Any resemblance is coincidental. Sales wants help with proposals, support wants customer replies, and managers want faster reports. Each use looks valuable. Testing all three requires the same specialists, while the difficulty of preparing inputs and evaluating results differs substantially between the tasks. ## Where we could start Compare the tasks by potential value, available inputs, specialist involvement and testability. Prepare a reasoned choice for the first experiment and explain which questions it addresses and which proposed uses remain outside its scope. ## What you would have A justified first experiment and shared expectations, without promising a rollout across every department. ## Participants The requester, responsible participants and the specialists the task requires. ## Roles and decisions Scope and authority are agreed for the task. Relevant specialists provide technical and professional assessments. ## Factual experience, separate from the fictional story MVP Lab / Pivot: Client requirements, approvals, demonstrations and release review. https://apiperson.com/experience/#work-pivot [Book a 30-minute call](https://calendar.app.google/4FrxQkHkAZ32PkzA9) mailto:apiperson.com@gmail.com