Systems, apparatuses, methods, and computer program products for efficiency predictions using artificial intelligence framework

Abstract

Embodiments of the present disclosure provide techniques for generating validated operational efficiency reports. The techniques may include receiving operational data associated with at least one vehicle operation; generating, based on the operational data and using a machine learning efficiency framework, one or more initial operational efficiency reports comprising one or more efficiency-based modification parameters configured for adjusting one or more operational parameters associated with a subsequent vehicle operation; generating one or more validated efficiency reports based on the one or more initial operational efficiency reports and using one or more simulation engines; and initiating performance of one or more prediction-based actions based on the validated efficiency reports.