FTS International, Inc. announced that it has successfully used MachineIQ™ (MIQ) in partnership with KCF Technologies on an active hydraulic fracturing site. Over the last five years, FTSI has collected over 1 billion equipment health data points and contextualized tens of thousands of failure events to build a deep knowledge base. By integrating KCF’s MachineIQ™ engine with FTSI’s frac software and pump control, the system is now capable of mimicking the accuracy and precision of highly trained operators, while reducing time to execute from minutes to milliseconds. Using advanced analytics, MIQ monitors fluid ends, power ends, transmissions, engines, grease systems, and more. In the first production run of its kind at a Devon Energy site in Oklahoma, MIQ successfully identified the sources of equipment issues and executed corrective actions to rebalance the system to healthy pumps. MIQ ran for over 44 hours, preventing failures with no downtime or loss of rate. Successfully assessing valves and seats, packing, and power end health, it dropped gears and rebalanced to healthy pumps over four separate events during those hours.