The big challenge for organizations is to maintain the quality of material master data over time. Due to multiple systems and lack of standard taxonomy defined across ERP, EAM, CMMS or MRP systems, supply chain stakeholders lose control over the sanctity of data. Very often, mergers and acquisitions add to the issue, by creating disparate systems within the organization, resulting in conflicting and incorrect materials data.