Float Health

Float Health discovered genuine demand when specialty nurses began actively requesting their platform unprompted. Rather than relying on survey responses, the team measured real interest through nurse sign-up velocity and completion rates—nurses who registered actually showed up for shifts, with 87% attendance on early home visits. Patient retention proved the strongest validation signal: families rebooked Float nurses at rates exceeding 90%, indicating the service solved actual pain points around medication administration and convenience. Healthcare systems started requesting expanded coverage areas after pilot programs, demonstrating institutional buy-in beyond initial enthusiasm. The team tracked a critical metric: reduction in hospital readmissions among patients using Float's home visits, which directly impacted payer economics. Insurance companies began proactively approaching Float after seeing claims data, showing demand emerged from measurable cost savings rather than theoretical interest. Early revenue from these payers—not grants or subsidies—proved the market would pay for the solution. These behavioral signals, grounded in utilization data and economic outcomes, validated that Float addressed a genuine market need rather than a perceived problem.