Targets do not wait for a perfect analytics roadmap. When paid, store, and finance each have a plausible story, the risk is not only wrong ROAS in a dashboard. It is the irreversible move taken while everyone still sounds confident.
This hub is for leaders who allocate, communicate, and own the narrative: a shared picture of what you believe, what is still unknown, and what you will not do until the evidence is stronger. Tactical execution matters, but the flagship outcome is a defensible decision record, not another chart.
We do not promise perfect attribution overnight. Urgent decisions still involve human judgment. The goal is to reduce catastrophic confidence when data is incomplete: explicit tiers of certainty, clear unknowns, and guardrails before customer-facing or high-impact execution.
Leadership and P&L owners who need a story finance and the org can stand behind before spend shifts. Operators and channel owners still get faster, clearer handoffs when the org agrees on the diagnosis first. They are not the hero of the hero line, but they are who makes the week-to-week plan real once leadership trusts the frame.