Predictive Analytics

AI-powered forecasting and risk prediction for proactive healthcare management

AI Active

Prediction Filters

Prediction Accuracy

94.2%

+2.1% vs last month

Model confidence

High Risk Patients

234

-8% vs last month

Requiring intervention

Predicted Savings

$1.2M

+18% potential

Next 6 months

Intervention Success

87%

+5% improvement

Predicted outcomes

Call Volume Demand Forecast

Predicted vs actual call volumes with confidence intervals

Seasonal Health Trends

Predicted seasonal patterns by condition type

AI Insights

Model predicts 15% increase in respiratory calls during winter months

Early intervention programs show 87% success rate in preventing ER visits

High-risk patients (65+) benefit most from proactive NP outreach

Medication adherence programs could reduce costs by $400K annually

Recommended Actions

Deploy additional NP resources for Q4 respiratory season

Implement targeted outreach for 234 high-risk patients

Launch medication adherence program for diabetes patients

Optimize staffing patterns based on predicted call volumes