The Center for Health Policy convened a roundtable at the 6th National Accountable Care Organization Summit to discuss accountable care models that address the needs of chronically ill patients, such as those with diabetes or cancer. Many opportunities have been identified worldwide to improve chronic disease care through steps such as better care coordination, more convenient sites of service, remote monitoring, and team-based approaches.