COMPREDICT is a software developer that uses “virtual sensors”— algorithms based on existing onboard vehicle signals and data — to generate AI based vehicle insights. Entirely software based, COMPREDICT leverages its automotive expertise, data science and machine learning algorithms to entirely replace existing hardware sensors in vehicles, add new measurement capabilities (e.g., wheel forces and torques, tire and brake wear, vehicle mass, and steering forces), and enable vehicle health and usage monitoring (e.g., for predictive maintenance).