For purchase orders to flow through systems with no human intervention, there must be alignment in data between providers, distributors and suppliers. Often, product data changes more quickly than providers can update their data, which can lead to order delays and extra administrative overhead. In this talk, we will discuss the challenges with product data alignment and explore some techniques to mitigate the negative impact of misaligned data.