Preferred Networks, Inc. is a technology company specializing in artificial intelligence (AI) and deep learning solutions. The company operates in various sectors including manufacturing, healthcare, transportation, and logistics. Preferred Networks develops cutting-edge technologies that make the real world computable, focusing on practical applications of AI to solve complex problems. Their core products include deep learning frameworks such as Chainer, CuPy, and Optuna, which are used to accelerate research and development in AI. The company serves a diverse range of clients from industrial manufacturers to healthcare providers, offering tailored AI solutions to enhance operational efficiency and innovation. Preferred Networks generates revenue through licensing its software, providing consulting services, and collaborating on joint research projects. The company is also involved in the development of personal robots and visual inspection systems, aiming to bring advanced robotics to everyday life. Key markets include Japan and other technologically advanced regions, where there is a high demand for AI-driven innovation.

Keywords: AI, deep learning, robotics, manufacturing, healthcare, logistics, Chainer, CuPy, Optuna, visual inspection.