The questions became answerable
The inputs always existed. Nobody owned the disagreement.
I am not publishing the KPIs or customer counts behind this work. What I will say is what kinds of questions we can answer now that we could not answer before. Not hard questions. Unanswerable ones.
I kept treating it as an analysis problem when it was an ownership problem.
THE ASK
Questions, not numbers
I will not hand anybody a map of our business, so the metrics stay private. The shape of what we can now ask is public. Which customers physically moved, and whether they resumed service after they landed. How consumption behavior shifts from one part of the country to another, and what explains the gap.
THE FINDING
Different ideas about what was true
The inputs were never missing. They lived in separate systems, with separate definitions, each carrying its own idea of what was true. Nobody owned the disagreement, so the disagreement was the answer to every question.
THE CHANGE
Somebody owns it
Now we can ask how fast a given household consumes what we sell, and which customers found us through Amazon before buying direct, and how those behave next to someone acquired another way. We can ask who is drifting toward churn, what we did the last time that pattern appeared, and whether it worked. We can ask what we believed about a customer ninety days ago and what the evidence says now, and where our own systems are contradicting each other.