Cost-first optimization · annualized results
Family-weighted patient-sim install-only view
Actual technician dispatch record
Modeled from technician base locations, not actual expense records
Modeled rebuild with all hires placed from scratch
Travel cost only, excludes hire payroll
Actual 2025 workbook appointments, split between regular patient sims and LearningSpace.
Optimization-scope US service appointment demand shown as a heat surface over actual appointment points.
— appointments plotted
Supported airports are colored by the solver's saved operational-zone labels. Appointment dots are colored by the zone each row inherits from its saved nearest supported airport.
nearest_hub_airport.