Background: The 2006 ASCO and the ESMO consensus statement on quality cancer care defined the delivery of multimodality treatment by a multidisciplinary team of appropriately skilled health professionals as an essential component of quality cancer care. Furthermore, MDCs have demonstrated improved survival in breast, head and neck, ovarian and colorectal cancers. Despite these advantages, health care systems struggle to implement and sustain MDCs due to the heavy burden imposed by the required work processes. We report on the large-scale utilization of a propriety quality measurement platform OncoLens to run MDCs across the country. Methods: Technology quality metrics were collected from the ongoing daily usage of the platform including cancer characteristics, care team utilization metrics, average attendance, quality metrics collected for accreditation and clinical trials matching on the OncoLens platform. Results: The virtual platform was accessible to around 8000 providers across the United States. In 2020, 13771 cases were discussed. Attendance of the required specialties for high quality care of Medical Oncology, Radiation Oncology, Surgery, Pathology and Radiology was attained, with the average conference attendance being 14. Race/ethnicity data on the cases revealed White (9197, 67%), Black (1817,13%), Hispanic (363,3%) and Other (2356,17%). Optional quality metrics were collected during discussions for CoC, NAPBC and NAPRC accreditation. These included NCCN guidelines discussed, Staging discussed, clinical trials discussed, Genetics discussion, palliative care discussion, rehabilitation services, reproductive counselling discussed, psychosocial counselling discussed, nutritional counselling discussed, reconstructive surgery discussion, tobacco cessation discussion across General and Site-specific conferences. Most of the case presentations were prospective. This format does enable cancer programs to collect quality metrics around Cancer program accreditation by the American College of Surgeons. 66% of patients discussed potentially matched to clinical trials during the discussion. Conclusions: A technology platform can assist cancer programs to collect quality metrics around cancer care. This gives them the ability to run data driven quality programs targeting specific quality metrics. Hispanics have a lower percentage of cases presented at MDC compared to other race/ethnicities. It is possible to have high quality discussions and attain metrics for Commission on Cancer accreditation utilizing a virtual platform.