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Clinical deployments have demonstrated significant improvements in patient outcomes including a 30% reduction in inadequate bowel prep rates for colonoscopy patients and increased usability/satisfaction among pediatric surgery families. The platform has also shown reductions in preoperative meetings, outpatient no-shows, and medical staff workload. Early hospital-centric trials led to successful funding rounds and commercial partnerships with leading research hospitals. Published results indicate improved adherence and satisfaction metrics during real-world implementation.
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