Technologies such as artificial intelligence (AI) and machine learning (ML) are fundamentally changing clinical decision support (CDS) in the near future, enabling new opportunities for payer-provider collaboration. The transition to virtual care has been the main driver behind Mayo Clinic's accelerated focus on CDS. To make the transition smooth, a panel of four industry leaders developed best practices for CDS innovation.