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This case study examines an East Coast multi-physician Orthopedic practice's journey to address scheduling inefficiencies impacting clinical and financial outcomes. Through an Optimization Readiness assessment, critical operational deficiencies were identified, leading to the implementation of Predictive Scheduler. This AI-powered solution aimed to optimize scheduling, enhance patient care efficiency, and improve revenue generation. The study highlights substantial improvements in patient visit management and financial performance post-implementation.