KINETIC INSIGHTS MACHINE

Aspects of the disclosure relate to computing platforms that utilize improved machine learning techniques to identify vehicle problems and control ancillary computing systems. A computing platform may receive vibration data corresponding to a vehicle component. Using one or more machine learning models and based on the vibration data, the computing platform may identify a vehicle problem corresponding to the vibration data. After identifying the vehicle problem, the computing platform may transmit one or more commands directing the autonomous vehicle control system to autonomously navigate a vehicle to a service facility, where transmitting the one or more commands directing the autonomous vehicle control system to autonomously navigate the vehicle to the service facility causes the autonomous vehicle control system to autonomously navigate the vehicle to the service facility.