Abstract: Shanghai FDA has explored new meticulous supervision mode via modern information technology means in managing food safety in the food service industry, such as data mining, artificial intelligence and etc.To enhance the level of scientific, meticulous and intelligent management on food safety, Shanghai FDA started various exploratory practices.The article introduces the exploratory practices in identification of high risk illegal behaviors and high risk enterprises in food service industry via modern information technology.