Emanate captures the data needed for its AI-driven system to make fast, reliable decisions autonomously through Enforce and Evolution, to maintain optimal plant operation and mitigate faults more efficiently at lower costs. This is achieved with minimal human intervention and allows for enhanced energy saving and a rapid pre-emptive response to any imminent plant faults or failures with the implementation of best predictive maintenance planning and scheduling practices.