Within the last 10 years, healthcare providers have transitioned to electronic health records, enabling the development and implementation of data-driven approaches at scale to improve patient care and hospital operations. The challenges are balancing complex outcomes and integrating the solutions within the provider workflow. Over the last five years, PCCI (Parkland Center for Clinical Innovation) has pioneered the use of advanced analytics and artificial intelligence to solve healthcare’s challenges at Parkland and beyond.