With the increasing role of AI in enhancing utilization management for optional usage of healthcare resources, such as medical services, procedures, and facilities, the training data needs of these AI applications continue to surge. With 10+ years of experience in data annotation for Medical AI and an enterprise-grade end-to-end data labeling platform, we power utilization management applications with high-quality training data.