P-F curves capture a useful way of thinking about the relationship between operational performance and your ability to determine when that performance will degrade. There are many approaches to understand this relationship, each with their own advantages and disadvantages.

Check out this short animated presentation to compare where pattern-based operational AI has advantages over alternatives and how it increases the time between potential failure detection and actual, functional failure (aka the P-F Interval)