Faster output does not mean better analysis. SQL, dashboards, machine learning models, and LLMs can all produce results quickly, but analysts still need to check the logic, context, and evidence behind the output.

Good analysis starts with the right question. This post outlines a six-step framework for turning a vague business question into an analysis plan that is measurable, scoped, and tied to a real decision.