Predictive Analytics
AI-driven risk stratification, revenue forecasting, and patient outcome predictions
3 patients require attention this week
Kamal Perera, Ruwan Silva, and Saman Bandara flagged for elevated risk scores
Revenue trending +8.5% month-over-month
Predicted Q1 revenue exceeds target by LKR 52,000 based on current trajectory
Predicted no-show rate: 4.3% (below clinic average)
Clinic average is 7.8% -- AI scheduling interventions reducing no-shows
Risk Stratification Matrix
Kamal Perera
45y · Type 2 Diabetes, Hypertension
Nimali Fernando
32y · Asthma
Ruwan Silva
58y · Chronic Lower Back Pain, Osteoarthritis
Anoma Jayawardena
27y · Iron Deficiency Anemia
Saman Bandara
63y · COPD, Atrial Fibrillation
Revenue Forecast
Patient Risk Scores
MODERATE RISK — Increased monitoring needed. Consider closer follow-up schedule.
MODERATE RISK — Continue current management. Reassess at next scheduled visit.
MODERATE RISK — Continue current management. Reassess at next scheduled visit.
LOW RISK — Patient progressing well. Standard follow-up schedule appropriate.
HIGH RISK — Immediate intervention recommended. Schedule priority follow-up within 48 hours.
36%
Avg Risk Score
1
High-Risk Patients
71%
Avg Compliance
94.2%
AI Confidence