A leading US retail organization with a large and diverse product portfolio, had long relied on a collection of fragmented data systems to manage its sales orders and inventory. Over time, what began as a manageable setup had grown into a web of inconsistent reports, scattered metrics, and limited cost visibility, making it increasingly difficult for the business to trust its own data….

A major Multi-Regional Home Furnishings Retailer  who manages a vast network of vendor partnerships, each with specific contractual agreements regarding “Defective Allowances” (DFA), reached us with difficulties in managing these fluctuating discounts across thousands of product lines  These allowances are discounts provided by vendors to offset the costs of damaged or defective inventory.