Preferred Networks, Inc. is a technology company based in Tokyo, Japan, established in March 2014. It specializes in software development and leverages real-time machine learning technologies to create applications for the Internet of Things. The company focuses on practical applications of deep learning, robotics, and other advanced technologies, with particular emphasis on transportation systems, manufacturing, and bio-healthcare. Additionally, Preferred Networks engages in research and development related to data analytics, edge computing, distributed intelligence, machine learning, deep learning, and computer vision. Its services cater to various sectors, including retail, automotive, healthcare, advertising, life sciences, manufacturing, public safety, network security, and public transportation. Preferred Networks also has a branch in Berkeley, California, and continues to explore innovative uses of deep learning in areas such as personal robotics, plant optimization, materials discovery, sports analytics, and entertainment.