Most brands can't quickly answer what they made last month and whether it was profitable. The numbers sit in four systems that each count differently. We connect Shopify, Klaviyo, and paid media to an AI reporting layer built on your economics — contribution margin, true return rate, attribution rules that hold up in a board meeting. Alongside it, automated monitoring tracks how your product is priced and marked down at retail partners, so pricing integrity is protected before it shows up in the numbers.