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Buy these separately and you get three sets of numbers that disagree

One team, one model, one monthly cycle. A decision about advertising can be argued against its effect on contribution margin, because the same people hold both.

Analytics comes first, always. Until the data model exists, every optimisation is a guess dressed as expertise — and every report is a screenshot someone has to trust.

Execution follows: the marketplace work on Amazon and Walmart, the direct channel on Shopify, and the commercial analytics practice that hospitality clients hire on its own. Same team, same numbers, one monthly cycle.


Send us a month of your data. We'll tell you where it's going.

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