Real World Impact

The platform dramatically reduced documentation overhead for clinicians, shaving hours of manual charting off their daily schedules and allowing them to focus entirely on patient care. The custom template engine ensured that generated notes met exact neurology documentation standards without requiring manual re-formatting. By keeping the open-weights Gemma models self-hosted, the practice achieved 100% data privacy and complete independence from cloud outages or vendor price hikes. Ultimately, the solution provided the practice with a high-performance, cost-effective AI assistant that modernizes clinical workflows while maintaining total control over sensitive patient health information.