I will design a practical way to test your important hypothesis

Do you have an important business assumption that you're not sure is actually true?

Maybe you believe:

Customers actually want your product

Users truly understand your offer

A specific problem is causing churn

A strategy or process will deliver the expected result

A new idea is worth pursuing

Instead of debating the assumption, I'll help you design the smallest useful test that can produce meaningful evidence.

I will dissect what your hypothesis predicts, uncover the hidden assumptions behind it, and isolate major confounders to ensure we are testing what realistically can be tested. I will also tell you what evidence would support/challenge it and what result should change your belief.

You'll receive:

A precise, testable hypothesis

A lean test design with observable predictions

Clear success/failure criteria and relevant measurements

An interpretation framework with your recommended next decision

Core Principle:

The goal is NOT to prove your idea right, it is to give reality an opportunity to answer.

(A result is not automatically an explanation. If a test fails, the hypothesis may be wrong but the test, implementation, measurement, timing, or conditions may also be responsible).