A Cleveland Startup Wants to Fix Hospital Staffing With Better Math
ShiftHarbor, a Cleveland software startup, is selling hospitals on a deceptively simple promise: predict staffing needs accurately enough, far enough ahead, and you can slash the overtime and expensive agency labor that blow up nursing budgets. The company's platform forecasts patient volume and matches it against available staff.
The problem it targets is real and expensive. Hospitals routinely swing between being overstaffed and dangerously thin, papering over the gaps with last-minute agency workers who cost a premium. Even small improvements in forecasting translate into large savings.
The hard part is trust. Scheduling software that gets it wrong can leave a unit short-handed, and no algorithm survives a bad night in the emergency department. ShiftHarbor says it positions its tool as a recommendation engine, not an autopilot.
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