Abstract: Systems, apparatus, and methods for improving the monitoring of processes. These systems comprise processors co-located with the (physical) processes and which accept certain metrics regarding the processes. These systems also include processors which are located remotely from the processes, but, which are in communication with the co-located processors. The remote processors receive the metrics from the co-located processors and transform these metrics to corresponding probability metrics. Based on the probability metrics, the remote processors determine whether the processes are predictable. They also output the predictability determinations regarding the processes. The processes can be associated with petrochemical wells, food/beverage processes, etc. Additionally, or in the alternative, some systems further comprise memories which store flowchart representations of the processes. In various embodiments, the remote processors associate the metrics with the operations represented in the flowcharts.