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helps plan and update appointments, and gives technicians on site guided diagnosis and instant answers from manuals and past jobs, so more jobs are fixed on the first visit.",[30],[7,85,32],"operations",[87,37,34,70],"prediction-and-scoring","employee-facing","copilot","network",[92,93],"nbn","Openreach",{"slug":95,"title":96,"shortTitle":97,"definition":98,"status":28,"industries":99,"functions":100,"patterns":101,"audience":102,"autonomy":40,"adoptionStage":41,"segment":90,"evidenceCount":103,"publicEvidenceCount":103,"organizations":104,"bestGrade":49,"headline":58,"lastVerified":77,"indexable":11},"predictive-network-maintenance","AI for predictive network maintenance in telecom","Predictive network maintenance","Machine learning that spots the early signs of network failure, such as degrading cells, faulty customer equipment, ageing hardware or planned digging near fibre, and triggers a preventive fix, a remote reset or a targeted intervention before customers lose 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breakdowns.",[131,132],"energy-and-utilities","manufacturing",[85,7],[69,87],"asset-management",[137,138,139],"Duke Energy","Georgia-Pacific","Shell",{"slug":141,"title":142,"shortTitle":143,"definition":144,"status":28,"industries":145,"functions":146,"patterns":147,"audience":88,"autonomy":89,"adoptionStage":41,"segment":148,"evidenceCount":73,"publicEvidenceCount":73,"organizations":149,"bestGrade":152,"headline":58,"lastVerified":77,"indexable":11},"power-line-vegetation-management","AI vegetation management for power lines","Power line vegetation management","AI that analyses satellite, aerial or lidar imagery of the land along power lines to estimate where and how fast vegetation will grow into the lines or fall onto them, and turns that into a risk based trimming and hazard tree removal plan, replacing fixed trimming cycles and manual patrols.",[131],[67,7],[38,87],"grid",[150,151],"Entergy","National 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