1. A method comprising: obtaining, at a processor executing a resource management application, load data that describes a resource load associated with resources; analyzing, by the processor, the load data to detect a change in resource load associated with one of the resources; identifying, by the processor, workflows that includes the resource, the workflows comprising a description of how the resources are utilized during execution of a process by the resources; identifying, by the processor, a relevant workflow that is associated with the process; and issuing, by the processor, commands to resources associated with the relevant workflow to proactively adjust capacities of the resources associated with the relevant workflow.