Because of bulk record keeping and strict regulatory requirements, healthcare is a data-intensive industry. AI and machine learning are helping healthcare providers and payors extract the real-time information necessary to make effective clinical and operational decisions. Improving the quality of care, identifying at-risk patients, engaging patients at all levels with personalized care, and reducing overhead costs are some of the areas in which AI and data have had the greatest impact.

The digital transformation revolution is deeply embedded into the improvement of nearly every aspect of the healthcare industry, and the trajectory extends forward, limited only by the time it takes to think up, develop, and implement new models.