Asset-intensive organizations continue to be under increasing pressure to improve reliability, reduce operating costs, extend asset life, and make better use of capital. Utilities are modernizing grids, oil and gas companies are managing large, geographically spread assets while dealing with ageing infrastructure and ongoing geopolitical tensions, manufacturers are protecting production capacity, and data centers are becoming a critical asset class requiring high availability. In response, organizations have invested over time in EAM, GIS, SCADA, historians, sensors, mobility, analytics, and digital platforms.