Fixing the marketing data layer that no amount of ad optimisation could fix on its own.
3 conflicting product identifiers found across warehouse, sales system, and Shopify admin
1 single source-of-truth SKU system built from the ground up
0 off-the-shelf sync tools used — the fix was structural, not another app