It is an exciting era of using digital technology and algorithms to improve patients outcome. In this talk, we will provide most recent development in AI/ML algorithms in pharm industry and how it can potentially provide transformative impacts on pharm industry. The areas will cover clinical decision system, automatic control, image diagnostic, and treatment recommendation system.