There have been major shifts from graphical user interfaces to touch interfaces and from centralized databases to distributed big data technologies. Similarly, aircraft have become more intelligent, producing large amounts of operational data. This data represents a big data challenge and opportunity for maintenance insight and prediction when captured, accessed, interpreted and analyzed across structured and unstructured sources. A new approach is needed to distribute information and services to maintenance organizations on-demand.