The control plan outlines metrics for monitoring HR processes, including the number of times job requirements are incorrectly interpreted, cycle time from identifying requirements to posting jobs, and cycle time from identifying requirements to hiring candidates. The HR manager will track the metrics using various charts and escalate issues to management teams if specifications are not met. Key actions include monitoring for 6 months initially and escalating to put together process improvement teams if needed.