Kinetic insights machine

A kinetic insights computing device comprising:

• at least one processor;
• a communication interface communicatively coupled to the at least one processor, and memory storing computer-readable instructions that, when executed by the at least one processor, cause the at least one processor to:
• receive vibration data corresponding to a vehicle component;
• identify, using one or more machine learning models and based on the vibration data, a vehicle problem corresponding to the vibration data;
• transmit, after identifying the vehicle problem and to an enterprise user device corresponding to a service facility, one or more first commands directing the enterprise user device to display a user interface indicating a re-creation of a vehicle event;
• and
• display, via the enterprise user device, the user interface indicating the re-creation of the vehicle event, wherein the re-creation of the vehicle event is determined based on vibration data and the vehicle problem.

One or more non-transitory computer-readable media storing instructions that, when executed by a computing platform comprising at least on processor, a communication interface, and memory, cause the computing platform to:

• receive vibration data corresponding to a vehicle component;
• identify, using one or more machine learning models and based on the vibration data, a vehicle problem corresponding to the vibration data;
• and
• transmit, after identifying the vehicle problem and to an enterprise user device corresponding to a service facility, one or more commands directing the enterprise user device to display a user interface indicating a re-creation of a vehicle event;
• and
• display, via the enterprise user device, the user interface indicating the re-creation of the vehicle event, wherein the re-creation of the vehicle event is determined based on vibration data and the vehicle problem.