PiR2-IT demo

Fraud detection

Fraud detection on synthetic data: duplicate claims, phantom patients, upcoding, provider outliers, prescription anomalies, ghost workers, stock diversion and procurement splitting, with human review and due process.

Illustrative countries and data. Independent PiR2-IT tool aligned with the six pillars of health digital transformation used in World Bank Group HNP practice; not an official World Bank Group product.

Digital Health Transformation Navigator — live demo

More in this demo

• Executive dashboard
• Framework & maturity model
• 1 · Governance & EA
• 2 · DPI & Interoperability
• 3 · Point-of-Care & RHIS
• 4 · Analytics & Decisions
• 5 · Responsible AI & Cyber
• 6 · Capacity & Change
• Maturity assessment
• Roadmap, schedule, gates and governance
• Country portfolio
• Reference IT architecture
• Data flows
• Workflows
• e-Learning
• Implementation in low-income countries
• Vendor education and certification
• Knowledge base (KMS)
• Ask the advisor