CirrusMD deployed two Writer workflows, benefits navigation and SOAP-note drafting, in six months.

After a year of inconsistent results building in-house, the virtual care company turned to Writer's platform and its Palmyra Med model. It shipped a benefits-navigation workflow in four months and a clinical documentation workflow in two. The page reports a 234% increase in physician benefit recommendations, a 15x rise in benefits engagement, and 30% patient engagement versus a 2-5% baseline.

Writer is an enterprise generative AI platform with healthcare-tuned models, used for compliant content, knowledge assistants and clinical documentation

This sits in the Ship stage of the AI use-case lifecycle: Named examples from the vendors pharma teams use to get an AI system live inside a real, regulated production workflow — validation, CRM, safety and clinical systems of record.