Real-time data modelling and simulation are necessary for the modern clinical trial design to produce accurate data that enables quicker decision-making, decreases development time, costs, and late-stage research failures. Nowadays, a lot of clinical trials are thought to be adaptive, which means that they can alter as the trial goes along and that new data is used to decide what to do next.