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The pilot includes: full AI fraud detection deployment on a sub-book of your claims (50K–500K lives), zero platform fee (we earn 25% of validated savings only), a live iRonic Health dashboard for your operations and CMO teams, FRA-compliant audit trails on every claim decision, CMO governance layer activated from day one, and a documented ROI report at the 90-day mark showing exact fraud recovered, loss ratio change, and approval time improvement.

4 weeks from a signed pilot agreement and data access grant to the first live claim being scored. The process: Week 1 — API mapping and sandbox setup. Week 2 — historical data validation and model calibration. Week 3 — production API connection. Week 4 — dashboard live, CMO layer active, pilot clock starts. Pre-built connectors for GlobeMed, Bupa Egypt, and AXA One Health shorten this further for those TPAs and insurers.

Yes. We structure pilots by sub-book, not full portfolio. A 50K-life pilot on a specific product line (e.g., group medical claims) is a valid and common starting point. The pilot is designed to prove ROI on a manageable scope, then expand. Many insurers start with their pharmacy claims sub-book — the highest-fraud channel — before expanding to full claims orchestration.

No — and this is important. iRonic Health is legally classified as a Decision-Support Software Provider (SaaS). Ironic Group does not issue insurance policies, receive premiums, act as a TPA, or process claims on behalf of members. This means: no FRA insurance licence is required for our clients to deploy us, no SLA risk for us being treated as an insurer, and a much faster procurement path than a regulated financial product. We are software that insurers and TPAs use to make their decisions smarter.

For the sandbox phase (Week 1–2): 3 months of historical claims data (anonymized is acceptable for model calibration), your provider network roster and pricing benchmarks, and member enrollment records for the sub-book. For the production phase (Week 3+): API access to your live claims workflow (REST or batch feed), provider ID mapping, and member eligibility data. A Data Processing Agreement (PDPL-compliant) is signed before any data exchange.

Pilot metrics are available to qualified prospects after signing an NDA — which we execute within 24 hours. We can share anonymized case evidence (specific fraud archetypes detected, EGP recovered, approval time reduction) on a confidential basis with CFOs, CMOs, and CIOs during scoping calls. We do not publicly share client names or specific results without explicit consent.

Yes. iRonic Health is API-first — we plug into your existing workflow, not replace it. We support REST APIs, webhooks, and batch feed integrations. We have pre-built connectors for GlobeMed Egypt, Bupa Egypt, and AXA One Health. For other systems, a custom integration is completed during Week 2–3 of the onboarding process. No rip-and-replace, no disruption to your operations team.

Use the form above (select "Investor Inquiry") or email investor@ironicigmi.com directly. Include your name, fund/firm name, and investor type. We respond within 24 hours with the full investor deck, 3-year financial model, and data room access instructions. NDA available on request. Our $1M seed round is open — SAFE Note or Convertible Note, range $800K–$1.2M.