Summary: AI predicts seasonal dips, peak months, and booking patterns.
Problem: Clinics plan budgets and staffing blindly.
Solution: Predictive dashboards that show future appointment trends.
Comparison:
- Guessing → high risk
- Past data only → limited insight
- AI forecasting → operational clarity
Actionable Recommendation: Use 12–18 months of historical data for accurate forecasting.
Summary Insight: AI forecasting helps clinics grow without chaos.