QwertyBitQwertyBit

Healthcare

Predictive AI scheduling

Client: Healthcare clinic

The problem

No-shows cost a meaningful share of clinic revenue. Reminders were uniform, not targeted to risk.

What we shipped

Model that forecasts no-show probability using appointment history and sends tailored SMS reminders at the right moment.

Outcomes

  • 34% reduction in no-show rates
  • 25% increase in daily appointment efficiency
  • 18% boost in patient satisfaction scores
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