AI in Maintenance Planning: How AMT Insights Accelerates Workflows, Reduces Risk, and Delivers Faster ROI

In mining operations, equipment reliability is non-negotiable. Every hour of unplanned downtime translates to lost productivity, inflated costs, and increased operational risk. Maintenance teams are tasked with navigating growing volumes of data, shifting workforce dynamics, and increasingly complex asset strategies — often under tight time constraints.

This paper explores how AMT Insights, an advanced AI capability within RPMGlobal’s AMT platform, is helping maintenance teams accelerate analysis, undercover risk sooner, and deliver value faster. By turning complex data into clear, natural-language insights, AMT Insights represents a transformative shift in how mining operations plan, mange, and optimise asset maintenance.

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