In the age of smart, connected, and autonomous vehicles, infotainment systems and HMIs are rapidly emerging as critical features. Today, testing the intricate functions performed by infotainment HMIs before the start of actual production is one of the major issues encountered by automobile OEMs. Test automation has emerged as a proven method to shorten test cycles, enhance quality, and accelerate go-to-market strategies while saving critical resources. Although there are a wide variety of free resources and paid test automation software in the market, these have some limitations while automating complex HMI and embedded systems. This whitepaper details a test automation framework that provides a superior experience for sampling, analyzing, and manipulating a constructive mechanism to test an intuitive HMI system using Artificial Intelligence.