The clinical record,
finally safe to
automate.
Lumina Comply turns clinician dictation into structured SOAP notes, ICD-10 diagnoses, and NHIA-tariff coding — with HMO claim-rejection forecasts before the bill is ever raised. Under five seconds. Fully audited. With the clinician's signature on every output.
- < 5s
- Pipeline latency
- 92%+
- ICD-10 agreement
- 100%
- Audited & explainable
● Clinician dictation
▌
Lumina draft claude-3-sonnet
Coded & scored
- ICD-10J18.9Pneumonia, unspecified
- NHIAOP-CONS-3Outpatient consult, moderate
- NHIADX-LAB-12CBC with differential
Three steps. Zero shortcuts.
Lumina Comply runs as a deterministic pipeline orchestrated by AWS Step Functions, from a Lagos-resident data plane. Every state is retried, traced, and audit-logged for NHIA, NHREC and NDPC review.
- Step 01
Ingest
Clinician notes, paper-chart OCR, or Yoruba / Igbo / Hausa voice dictation feed into an NDPA-compliant FHIR R4 store hosted on AWS af-south-1.
- Step 02
Analyze
Comprehend Medical extracts entities. Bedrock (Claude 3 Sonnet) drafts the SOAP note, proposes ICD-10 diagnoses, and maps services to NHIA tariffs with cited rationale.
- Step 03
Comply
A safety classifier scores clinical risk. Low-confidence outputs route to a Nigerian-licensed clinician — every decision is auditable for NHREC / NDPC inspection.
● Live · co-editing
"Every override I make is captured with my reasoning."
Drafted by AI. Owned by the clinician.
Every SOAP note, code suggestion, and denial forecast surfaces alongside the evidence the model used. The clinician reviews, edits, and signs — Lumina logs the full chain of reasoning.
- Clinician edits ride alongside AI suggestions in a single audit trail.
- Confidence scores per code, with cited FHIR resource references.
- Real-time co-editing via AWS AppSync GraphQL subscriptions.
- One-click overrule — your reasoning is captured for the next training run.
Built to clear an NDPC audit the first time.
Lumina Comply is engineered around the Nigeria Data Protection Act 2023 and AWS's healthcare-grade primitives. Customer-managed encryption, least-privilege IAM, and verifiable audit trails are not features — they are the architecture.
PHI stays in Nigeria
Customer-managed KMS keys at every layer. AWS Bedrock + HealthLake pinned to af-south-1 (Cape Town) — the nearest NDPA-permitted region. No transfer outside Africa.
Identity-first access
Cognito with mandatory MFA. SSO via Microsoft Entra ID or Okta for hospital networks; NIN-verified clinician onboarding.
Immutable audit log
S3 Object Lock + Glacier lifecycle. Every prompt, response and override is captured — NDPC- and NHREC-ready.
Continuous monitoring
X-Ray traces, CloudWatch alarms, SageMaker Model Monitor for data drift.
Measurable lift, day one.
Lumina Comply pairs a fine-tuned coding model with live NHIA tariffs and HMO policy rules — Hygeia, Reliance, Avon, AXA Mansard — to forecast claim rejections before submission, recovering revenue most Nigerian providers write off as bad debt.
- 40%
- of a Nigerian clinician's day spent on charting today
- 12 min
- average time saved per encounter in LUTH pilot
- 92%
- ICD-10 agreement vs certified coders (target)
- < 5s
- pipeline latency from dictation to draft
Built with clinicians, not for them.
Three of our design partners. All editing, signing and overruling Lumina drafts every shift.
Dr. Maya Okafor
Internal Medicine
“The safety fence is the unlock. I trust an AI draft when I can see the FHIR reference behind every claim — and bypass it without friction when I disagree.”
LUTH · Lagos design partner
Dr. Adaeze Nwosu
Cardiology
“It cut my post-call charting from forty minutes to under ten. The HMO-rejection forecast caught two NSTEMI miscodes before I signed — that alone paid for the year.”
UCH Ibadan pilot
Dr. Tunde Adebayo
Emergency Medicine
“The audit log is the part our HMO partners cared about. Every override I make is captured with my reasoning. We cleared NHIA review in one pass.”
Reddington trauma centre · Lagos
Okoro Gift
Founder & CEO · Lagos, Nigeria
A clinical informaticist — at the helm.
“Documentation is the silent tax on every clinical hour. Lumina exists to give that time back — without ever asking a clinician to trust the model blindly.”
Clinical informaticist turned operator. Built and shipped the first FHIR-native coding assistant deployed inside a Lagos teaching hospital. Believes the next decade of African healthcare AI will be won by the team that earns clinician trust, not the one with the biggest model.
Okoro Gift
Founder & CEO
Cut documentation time in half. Without cutting corners.
We're onboarding a small cohort of Nigerian hospitals and HMO-credentialed practices. If you process NHIA or private-insurer outpatient claims, we want to talk.
Founded by Okoro Gift· Lagos, Nigeria