Predictive maintenance has garnered more attention in the past few years as the idea of machine-learning algorithms and “big data” gain traction. GAO listed more than four dozen ground combat and support systems, ships and fixed- and rotary-wing aircraft that are compatible with predictive maintenance technologies — but not all have.