Fraud Detection AI
25–40 Egypt-specific fraud archetypes mapped to real-time AI models. Phantom prescriptions, counterfeit drugs, ICU over-stays flagged in seconds.
iRonic Health eliminates fraud, automates approvals, and connects Egypt's fragmented health insurance ecosystem — powered by Egypt-native AI trained on 25–40 local fraud archetypes.
Paper claims, manual approvals, rampant fraud — and zero AI at scale. Every day this continues, insurers lose margin they'll never recover.
Insurers and TPAs pay for the platform. Policyholders use it every day. Both sides win — and the insurer gets all the ROI data to prove it.
Real-time fraud scoring on every claim — 25–40 Egypt-specific archetypes including Unictam counterfeits, phantom claims, and antibiotic over-prescription
Claims automation cuts 7–21 day approval cycles to under 4 hours with full FRA-compliant audit trail and zero extra headcount
Pilot pricing: 25% of validated fraud savings — zero platform fee, zero financial risk. We earn only when you save.
Medical Syndicate CMO oversight on every AI decision — removes clinical liability risk from your team entirely
Digital health card with live QR code — scan at any network provider to verify coverage in under 1 second, replacing paper entirely
Real-time claims tracking — know the status of every claim the moment it updates, with full AI decision audit trail
Coverage dashboard showing annual limits, used amounts, and remaining benefits by category — always live and accurate
Appointment booking with specialty browse and provider search within the insured network
Deploy individually or as a full platform. Each module delivers measurable ROI from day one.
25–40 Egypt-specific fraud archetypes mapped to real-time AI models. Phantom prescriptions, counterfeit drugs, ICU over-stays flagged in seconds.
Predictive risk score per member, updated continuously. Enables dynamic underwriting, tiered premiums, and proactive case management before claims occur.
Forecasts high-cost claims 30–60 days before they occur — giving insurers and TPAs advance notice to intervene with preventive protocols.
Routes patients to the most cost-effective, clinically appropriate provider. Saves 20–35% per claim through intelligent network optimization.
Chronic disease management and early intervention for high-risk members. Reduces preventable hospitalization by up to 40% across the pool.
Members pay less when they engage in healthy behaviors. Insurers gain behavioral levers and healthier risk pools. A first for Egypt's insurance market.
Real-time intelligence across all 8 ecosystem parties. Data → Insights → Cost Reduction. The single source of truth for every insurer, TPA, and hospital CFO.
The only platform in Egypt connecting every stakeholder in the health insurance value chain — in real time.
| Capability | iRonic | Others |
|---|---|---|
| Egypt-native AI fraud models | ✓ | ✗ |
| Full 8-party ecosystem | ✓ | ✗ |
| TPA + insurer integration | ✓ | ~ |
| FRA-compliant AI layer | ✓ | ✗ |
| Contingent pricing model | ✓ | ✗ |
| Pharmacy + lab integration | ✓ | ✗ |
Available on iOS and Android. White-labelled for your insurer. The app is a direct extension of the platform — every screen is live data, not a mockup.
Real-time fraud detection, claims analytics, and loss ratio management — all in one view. This is what your operations team sees every day.
Estimate what iRonic Health saves your organization. Adjust the sliders — the model does the rest.
Egypt's regulatory environment just opened a narrow, time-sensitive opportunity. iRonic Health is positioned at the entry point.
The TAM is $373M in GWP today — growing fast, largely undigitized, with a fraud rate that transfers directly into insurer losses every quarter.
Four complementary revenue streams — from zero-risk pilot entry to full platform subscription and ecosystem monetization.
Clinical expertise meets strategic leadership, with deep roots in Egypt's healthcare landscape.
We're raising $1M (SAFE / Convertible Note) to close the GlobeMed pilot, build the fraud AI core, and capture an 18-month uncontested regulatory window.