Companies and societies are at the precipice of rebuilding their foundations to compete in an age of advanced analytics, artificial intelligence (AI) and machine learning (ML). Yet, in the real economy — or in the world outside the tech companies — I see more struggle than success in making advanced analytics and AI a management discipline.