Artificial intelligence technology enables various industries such as manufacture, medicine, biology and finance, and plays an important part in the development of Suzhou. Joint research is the most efficient solution to related industry development. Organization patterns and operation mechanisms are analyzed for key technology cooperative development home and abroad. Based on overseas experiences and Suzhou conditions, key enterprises Suzhou in artificial intelligence are summarized, and a solution is suggested for artificial intelligence industry in Suzhou as to sort out top enterprises, strengthen application orientation, break through key technology, and explore application scenarios.