Context
A startup needed evidence that its marketplace model worked before funding a large build.
Task
Identify the smallest product capable of testing the commercial hypothesis.
Approach
Reduced scope to five functions and built Client, Operator, and Provider apps on one API and CI/CD path.
Result
Delivered a working three-sided product in 8 weeks for real-world hypothesis validation.






