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Objectives: To assess the capacity of the COVID Positive Pathway, a collaborative model of care involving the Victorian public health unit, hospital services, primary care, community organisations, and the North Western Melbourne Primary Health Network, to support people with coronavirus disease 2019 (COVID‐19) isolating at home. Design, setting, participants: Cohort study of adults in northwest Melbourne with COVID‐19, 3 August ‒ 31 December 2020. Main outcome measures: Demographic and clinical characteristics, and social and welfare needs of people cared for in the Pathway, by care tier level. Results: Of 1392 people referred to the Pathway by the public health unit, 858 were eligible for enrolment, and 711 consented to participation; 647 (91%) remained in the Pathway until they had recovered and isolation was no longer required. A total of 575 participants (81%) received care in primary care, mostly from their usual general practitioners; 155 people (22%) received care from hospital outreach services, and 64 (9%) needed high tier care (hospitalisation). Assistance with food and other basic supplies was required by 239 people in the Pathway (34%). Conclusions: The COVID Positive Pathway is a feasible multidisciplinary, tiered model of care for people with COVID‐19. About 80% of participants could be adequately supported by primary care and community organisations, allowing hospital services to be reserved for people with more severe illness or with risk factors for disease progression. The principles of this model could be applied to other health conditions if regulatory and funding barriers to information‐sharing and care delivery by health care providers can be overcome. [ABSTRACT FROM AUTHOR]