Specialty Microcontrollers from Advanced Silicon are architected on the contemporary RISC-V platforms, integrating sophisticated coprocessing units for advanced image processing tasks. These microcontrollers are crucial for applications demanding high-performance algorithm execution, notably in touch screen and interactive display technologies. Leveraging the CoolTouch® technology, the microcontrollers provide enhanced touch interface solutions with built-in machine learning for gesture recognition and command interaction. The systems are developed to excel in varied environments, maintaining reliability under challenging conditions such as EMI interference or with tactile accessories like gloves.