There are approximately 47,000 sewage manhole pumping stations installed throughout Japan. Municipalities with many pumping stations are experiencing a shortage of human resources for maintenance and management. To solve this issue, we participated in the B-DASH project in FY2019 to “demonstrate smart operation of sewage manhole pumps using ICT technology (cloud AI systems)” with the aim of developing and implementing AI-based technology.