In this tutorial we will look at the challenges facing small molecule drug discovery as the industry looks to undergo a digital transformation to enable a more predictive future and reduce the cost of bringing a therapy to market from billions to millions. We will highlight what foundational and transformational strategies can be put in place to make the aspirational, achievable.