A product hypothesis is a falsifiable statement linking an intervention to an expected user or organisational outcome. It provides a reason to build a test rather than a full product.
A prototype is a low-cost representation used to learn about desirability, usability, feasibility or AI behaviour. A vertical slice is a small end-to-end implementation that crosses interface, logic, model, data and operations. It exposes system risks earlier than isolated component demos.
