Qorvo is a manufacturing company based in the United States, specializing in the electronics and electrical/electronic manufacturing sectors. Founded in 2015, the company employs between 5,001 and 10,000 individuals and has reported significant revenue. Qorvo's expertise includes the development of intelligent power management systems that leverage machine learning (ML) to enhance functionality in applications such as battery management and motor control. Their white paper discusses the integration of ML algorithms within their power management system-on-chips (SoCs), which combine microcontroller units (MCUs) with analog front ends and sensors for improved control and monitoring. The document highlights the importance of data-driven approaches in optimizing system performance and understanding device behavior across varying conditions. Qorvo's focus on machine learning applications indicates its commitment to advancing technology in power management solutions, underscoring its role in the evolving landscape of electronics manufacturing.