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AI Use Case Planning for Utilities

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Enterprise private 5G networks face the same operational complexity as mobile networks, with far smaller teams. This analysis explains how enterprises can borrow from telco autonomy, including TM Forum autonomy levels, 3GPP intent-driven management and network analytics, Open RAN intelligence and zero-touch automation, and sets out a staged roadmap adapted to operational environments.
Airports and large venues are running private 5G alongside Wi-Fi rather than choosing between them. This analysis examines deployments at Minneapolis-St. Paul, Frankfurt and the Paris airports, sets out how operators divide workloads between the two technologies, and explains the identity, interworking, spectrum and governance building blocks of a converged connectivity estate.
Cumucore, with partners Qualcomm, Node-H, Askey, and Mitsubishi Electric, demonstrated Time-Sensitive Networking over private 5G with 200-nanosecond clock synchronization accuracy, enabling deterministic wireless coordination for collaborative robots, AMRs, drones, and other Physical AI systems without wired Industrial Ethernet.
NTT DATA scaled a fully managed, AI-powered private 5G network across more than 50 Cargill manufacturing and processing sites worldwide, built on Celona's 5G LAN platform, supporting connected workers, SAP modernization, and physical AI applications including Boston Dynamics' Spot robot conducting autonomous inspections in Amsterdam.
OneLayer's device-centric security platform brings Zero Trust visibility and threat detection to private LTE and 5G networks, deployed across Evergy, WEC Energy Group, Southern Linc, and a Fortune 100 global manufacturer, with vendor-agnostic integrations spanning Ericsson, Nokia, Palo Alto Networks, Fortinet, Check Point, and cellular router and channel partners.
SNCF Group is deploying a private 5G network across its industrial technicentres, led by Nokia's radio access technology alongside e.SNCF Solutions, Eiffage, Hub One, and HPE, covering large metal-dense maintenance buildings including a 19,000 m² site at Rennes, with a national rollout to ten maintenance centres planned from 2025.

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System Integrator Report
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