Asset optimisation solutions deliver the earliest, most accurate warning of equipment failures and prescribe detailed actions to mitigate downtime or solve problems. Using machine learning, the technology can recognise precise patterns in operating data that indicate degradation and impending failure, well before it happens. The solution can prevent assets from breaking down, making them last longer, reducing maintenance costs and resulting in net increases in production output on any processes, where it is installed.