Artificial intelligence in Oncology Drug Discovery 2. Current AI applications, innovations and resources available to the industry for drug discovery in oncology. AI has the potential to shorten the path to a clinical molecule. The aim is to design and develop novel, precision engineered drugs with an improved probability of clinical success.