With the current chances of an efficacious outcome in Phase II for novel mechanisms being in the region of 1 in 5, we argue the need for personalised drug discovery and development to be executed at the beginning of the process and that the pharmaceutical industry's future successes will likely depend upon effectively enacting this paradigm.