Finally, life sciences and healthcare organizations are at times suffering from an identity crisis. Organizations need to identify what is core to them and how much do they want to invest in building capability internally and should consider leveraging partnerships where appropriate. In a world transitioning to a more open model, driven by collaboration and co-innovation, industries need to adopt federated learning models to convert AI into true intelligence.