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Direct-to-consumer retail

Seeing where revenue comes from

The problem
A growing brand deciding on instinct: revenue arriving across several channels, with no dependable read on which products or cohorts were producing it.
What we did
We built a two-agent system over their Shopify, marketplace and CRM data: one keeps it business-ready, the other answers questions with citations.
What changed
Between $650K and $1.1M in opportunities surfaced in five weeks, and questions that used to take three analysts hours now come back in under a minute.

More of the work