The pharma industry must improve insights to use AI effectively and benefit patients. As we enter the new year, the latest developments in artificial intelligence hold the promise to transform almost every aspect of drug R&D. Our ability to access large datasets, rapid increases in computing power, and more precise algorithms are transforming end-to-end drug discovery.