With hundreds of partners and multiple internal teams touching the same data, this distributor faced a fundamental problem: no one trusted the numbers. Each team had its own version of “correct” customer, vendor, and product records. Partner-facing teams spent weeks reconciling data to support critical processes like rebates, pricing, compliance, and reporting.