Effective use of AI can help alleviate impending labor shortages facing Japan and also contribute to reforming Japan’s workaholic office culture. AI’s impact will reverberate across essentially all white-collar occupations. When deciding how to incorporate AI into their operations, companies should set their sights on digital transformation (DX) that creates new jobs for humans through reengineering task flows.