InWell.AI is an in-house developed platform that combines ML, statistics and physical models to provide continuous real-time guidance during the well construction. Rotary Drilling is optimized by providing real-time recommendations of drilling parameters, connection times and tripping speeds are also analyzed with dynamic targets adapting to crews and wellbore conditions. The tool also includes a hole cleaning module to monitor downhole conditions.