Product framing
Define the user, problem, success signal and explicit exclusions before development.
6-week AI MVP sprint · By Hassan Adaminejad
A tightly scoped AI MVP development sprint for founders and product teams that need a working product—not an open-ended prototype.
The sprint begins with scope, success criteria and architecture. The core user flow is then built, connected to the selected AI model and tested before handover. The six-week window applies to an agreed MVP scope; it is designed to validate the product direction, not to compress an entire mature platform into six weeks.
Define the user, problem, success signal and explicit exclusions before development.
Validate model behaviour, structured outputs and the riskiest technical assumption.
Build the core interface, data flow, AI integration and essential product logic.
Document the system, known limits and the next evidence-led product steps.
Define the business goal, constraints, users and smallest valuable delivery.
Choose a maintainable technical path and make important trade-offs explicit.
Deliver in visible increments with testing, review and clear communication.
Release safely, measure the result and strengthen the product where evidence points.
Work directly with Hassan through Sarav for a focused build, product improvement or ongoing remote engineering partnership.