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Zach O'Donnell
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ChannelAdvisor and Shopify Import

Standardized order data from ChannelAdvisor and Shopify so reporting, margin, and the weekly scorecard used one set of definitions.

Reduced manual cleanup and gave profitability and executive reporting a consistent order history.

Role
Designed the import and the standardization rules the rest of the reporting stack relied on.
Scale
Multi-channel order history for reporting and profitability analysis.

What had to be standardized

Channel names, order identity, dates and time zones, discounts, quantities, and fulfillment location all differed by source. The import assigned those fields once, prevented duplicate loads, and made the result available to the scorecard and profitability work.

The commercial value was trust in the weekly number. The pipeline was how that trust was maintained.