While data and analytics technologies and their applications are maturing, existing organizational structures often inhibit success. The insights center of excellence (CoE) is becoming a leading organizational model to help firms transform into insights-driven businesses. This report outlines how CIOs can establish an insights CoE to ensure the success of their analytics initiatives and pave the way to future success with artificial intelligence (AI) and machine learning (ML) technologies.