The Three Phases of Digitalization in the Pharmaceutical Industry

The digitalization of the pharmaceutical industry is going to last 10 years now. We move beyond replacing manual labor with computer and robots to replacing intellectual labor with the AI system. And I think we need to always be very careful when we embed the next stage of digitalization that the culture that the implement change along with it. The harsh reality is that our tool precedes our actions.