Claims integrity starts before claims are submitted. Read the evidence.
We stop fraud at the point of care
Curably provides AI-powered health infrastructure that confirms identity, validates encounters, and reduces fraud exposure before it reaches your claims pipeline.
Built for regulated health systems across Nigeria, Kenya, and expansion markets
Identity match score
98.7%
Canonical identity created
Identity layer
Biometric onboarding with NIN and BVN validation creates one canonical patient identity trusted across connected institutions.
Explore layerVerified encounters
Records layer
A longitudinal, portable record grows with every verified encounter, including diagnoses, medications, labs, and outcomes.
Explore layerEncounter verification
Intelligence layer
AI models continuously surface fraud signals, clinical risk patterns, and operational anomalies across the network.
Explore layerClaims pre-check rail
Integration layer
API-first architecture connects HMOs, providers, pharmacies, and regulators through REST and HL7 FHIR-compatible workflows.
Explore layerThe scale of the problem
N350B+ in documented leakage signals a systems-level gap.
Most fraud does not begin in claims processing. It begins upstream where identity and encounter evidence are fragmented or absent.
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{
"identity": "verified",
"encounter": "confirmed"
}Fraud intelligence infrastructure
Five rails operate together to reduce fraud before payout
Identity graph, encounter verification, claims checks, anomaly detection, and regulator audit access work as one continuous control system.
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{
"identity": "verified",
"encounter": "confirmed"
}Curably vs claims-only analytics
Prevention outperforms post-payment recovery
When invalid encounters are blocked upstream, organizations avoid loss events instead of chasing reimbursements after payment.
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{
"identity": "verified",
"encounter": "confirmed"
}Realtime anomaly checks
| Signal | Rail | Result |
|---|---|---|
| Duplicate identity | Identity graph | ● |
| Missing encounter proof | Claims verification | ● |
Audit and regulator access
Regulators can query verified delivery data in real time
From capitation disbursement to point-of-care confirmation, Curably gives audit teams direct visibility into what happened, not only what was billed.
N350B+
documented mismanagement baseline
~20%
drug spend reportedly never dispensed
0
realtime national encounter verification tools before Curably
18mo
average investigation cycle without verified data
"Integrity is strongest upstream. Curably gives us verified identity and encounter evidence early enough to prevent loss, not just report it."
Program Integrity Lead
National payer modernization initiative
Read a fraud scenario walkthrough →Fraud intelligence
Five rails, one network, and one source of truth for verification.
Identity graph checks, encounter verification, claims checks, anomaly detection, and regulator audit access run continuously across every connected institution.
Explore fraud railsFraud signal console
LiveRisk score
0.82
Confidence
97%
Rails hit
3/5
See how institutions use Curably to stop real fraud patterns
Ghost patients
Identity graph blocks duplicate and synthetic beneficiaries at onboarding
Phantom consults
Encounter verification prevents billing for care never delivered
Drug fraud
Dispensing-linked validation flags drug claims without evidence
Ready to modernize care verification?
Live in Nigeria and Kenya, with expansion across additional African markets.
Book a demo