Documented AI implementations for aI for bed management, discharge prediction, capacity planning, and operational throughput optimization. in medicine, with reported results where available.
AI for hospital operations — perioperative, patient flow, and capacity optimization
Patient FlowSurgical Operations
AI platform that optimizes hospital operations including perioperative workflows, patient flow, and capacity management. Used by health systems like HonorHealth ($69M savings), OhioHealth (15 hospitals), and Ardent Health (30 hospitals) to reduce length of stay, eliminate avoidable days, and improve throughput.
AI patient engagement and administrative automation
Patient EngagementPatient Flow
AI platform automating patient intake, scheduling, referral management, and administrative workflows for health systems. Intermountain Health achieved 25% reduction in check-in times, Southwest General streamlined referral processing, and Montage Health automated patient communications at scale.
AI-driven OR, infusion center, and bed management optimization
Patient FlowSurgical Operations
AI platform optimizing operating room scheduling, infusion center capacity, and inpatient bed management. Health First eliminated 517 avoidable days per month, UCHealth recovered 36,000 OR minutes annually, and Miami Cancer Institute achieved $10.9M ROI through iQueue optimization.
