experience, with full visibility for patients. AI tracks infusions and dialysis schedules, planning flexible schedules and routes to meet changing workforce demands. It offers dynamic re-routing capabilities in the event of last-minute changes and custom reporting for the management team. The Shurpa system tracks all required visits and ensures workforce planning is meeting those obligations. It can forecast workforce shortages based on recurring appointment commitments and head off compliance issues before they ever begin.