Semi-autonomousAutonomous orchestrationAutonomous operationsEdge; Cloud; AI / ML; Digital communications; Robotics / Drones; Smart sensors; Digital Twin + AI; AR/VR/MR; Asset models; 5GTECH ENABLERS Predictive and prescriptive mainte-nance achieves improved efficiency.Conventional and advanced technolo-gies such as sensors and AI perform self-diagnostics and root cause analysis. Most applications are single purpose apps, such as remote testing with diagnostics.On-premise / hybrid cloud, moving towards enterprise data lake.Worker’s roles move towards domain orchestration as less people are needed for visual inspections. Autonomous components identify potential faults and guide mainte-nance tasks through AR/VR/MR.Prescriptive maintenance. Achieves industry-leading efficiency, for sustainable and resilient operations.Advanced technologies with autono-mous systems provide self-learning and self-adapting capabilities.All maintenance and production data comes together in the enterprise data lake to enable autonomous workflows.Workers operate in an environment where there is continuous learning and development. IT and OT functions are largely converged. Roles are continuously evolving, and personnel work with AI and autonomous systems.Self-optimizing and self-healing assets for autonomous operations.Innovative and futuristic technologies with a high level of integration. Potential failures are automatically identified based on complex algorithms and coordinated through a system of systems. Spare parts are 3D printed on site and installed by robots.An enterprise data lake, where data cloud-based applications run with complete autonomy in an active integrated ecosystem.No workers on site. All maintenance tasks are performed autonomously by robots and drones. Workforce performs new tasks focused on asset performance management, improve reliability and active enterprise ecosystem integration.PeoplePeoplePeopleState of dataState of dataState of dataTechnologyTechnologyTechnologyStateStateStateIndustrial Autonomy16 A Digital Transformation Leaders' Guide to Industrial Autonomy
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