We examined areas of potential collaboration between accountable care organizations and public health agencies, as well as perceived barriers and facilitators. We interviewed 9 key informants on 4 topics: advantages of public health agency involvement in accountable care organizations; services public health agencies could provide; practical, cultural, and legal barriers to accountable care organization-public health agency involvement; and business models that facilitate accountable care organization-public health agency collaboration. Public health agencies could help accountable care organizations partner with community organizations and reach vulnerable patients, provide population-based services and surveillance data, and promote policies that improve member health. Barriers include accountable care organizations' need for short-term financial yield, limited public health agency technical and financial capacity, and the absence of a financial model.