Today, innovative asset management teams are looking for ways to use machine data to balance trade-offs between asset cost, performance and risk; however, it has become challenging to acquire, integrate and analyze data from an ever increasing range of operational sources without creating customized solutions. This presentation provides recommendations for integrating high fidelity operational data when implementing condition-based maintenance (CBM) solutions with popular Enterprise Asset Management and Enterprise Resource Planning applications.