The Academy of Nutrition and Dietetics, representing credentialed nutrition and dietetics practitioners-registered dietitian nutritionists (RDNs) and nutrition and dietetics technicians, registered, and students and interns and professionals holding nutrition and dietetics undergraduate and advanced degrees-and Avalere Health, a Washington, DC-based strategic advisory services firm, have led the charge in closing malnutrition gaps with the Malnutrition Quality Improvement Initiative (MQii), a national nutrition-focused quality improvement initiative. The initiative's journey from 2013-2019 utilized technical advisors and stakeholders to improve care and outcomes for hospitalized adults age 65 and older with a series of innovations. These innovations include the development of the first malnutrition electronic clinical quality measures (eCQMs) and a complementary interdisciplinary quality improvement toolkit and establishing the first nutrition-focused national Learning Collaborative. MQii's vision for future directions and applications in 2020 and beyond will explore partnerships to include the malnutrition eCQM in available clinical data registries. Qualified Clinical Data Registries will provide a pathway for collecting nutrition data relevant to RDNs because as of 2020, payments for Medicare Part B nutrition services and quality improvement are available for eligible RDNs participating in the Centers for Medicare and Medicaid Services Quality Payment Program. The MQii Toolkit's technical specification manuals, data dictionaries, and implementation guides will help RDNs integrate the malnutrition quality measures into existing electronic health records and lead nutrition data collection and analysis. RDNs' continued advancement with information technology leaders to incorporate terminology and clinical standards into electronic health record platforms will provide for malnutrition data transfer across care settings. FUNDING/SUPPORT: Publication of this supplement was supported by Abbott. The Academy of Nutrition and Dietetics does not receive funding for the MQii. Avalere Health's work to support the MQii was funded by Abbott.