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Scheduling visibility essential for clinicians to do their jobs. Their commercial scheduling platform was missing data clinicians actually needed, and dashboards weren't mobile-friendly enough to fill the gap. They built and shipped a custom scheduling app on Databricks Apps in weeks, using security and data infrastructure already in place. Introduction NorthStar Anesthesia manages anesthesia staffing services across 25+ U.S. states with a workforce of roughly 3,000 physicians and Certified Registered Nurse Anesthetists (CRNAs) rotating across facilities, overnight shifts, and on-call rotations. These clinicians do not have steady access to a computer on the job, so they rely on their phones between cases to try to figure out who's scheduled for the week. When the company adopted a new commercial scheduling platform, it handled most of the job. But there was one thing it deliberately hid: colleagues' time-off data. 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