By streamlining processes, cutting costs and improving data quality, artificial intelligence (AI) and machine learning can reduce clinical trial spend and speed time to market. The technology is showing up in a number of applications, from guiding recruitment to developing biomarkers to determine who will respond to certain treatments and driving cost efficiencies.