Nowadays the development of artificial intelligence has been in the ascendant, bringing new vitality to the development of various industries, and also take new opportunities for enterprise innovation. Based on the analysis of the status development of artificial intelligence, this paper takes the financial industry as an example to explore the positive impact of artificial intelligence on enterprise process innovation and product innovation, and analyzes the challenges faced by financial industry artificial intelligence.