Inside the bedside AI built for maternal & NICU wards.
VitalGryd combines proprietary clinical AI models with hyper-scale healthcare infrastructure from AWS, NVIDIA, and Microsoft to deliver sub-390ms bedside OCR inference, tamper-proof HMO capitation escrow, and 99.99% ward availability.
Watch VitalGryd triage ward emergencies live.
Test live NeoVision partograph and monitor OCR, MaternalSentinel pre-eclampsia/sepsis risk scoring, and regional blood/oxygen grid forecasting.
Select Incoming Ward Telemetry Feed
- Emergency Obstetrician & Anaesthetist Theatre Activation: ₦85,000
- 2 Units Cross-Matched O-Negative Whole Blood Reserved: ₦48,000
- Neonatal Resuscitation & Warmer Standby Protocol: ₦32,000
On-Call Consultant Obstetric Team + Blood Bank Node #4
< 6 minutes theatre prep & blood release
Built on AWS, NVIDIA & Microsoft.
We partner with world-leading cloud and silicon platforms to guarantee clinical-grade reliability, cold-chain resilience, and patient privacy.
AWS HealthLake & IoT Stack
FHIR R4 clinical interoperability, cold-chain IoT streams, and cryptographic HMO escrow vaults.
- AWS HealthLake & SageMaker: Standardized HL7 FHIR R4 maternal-neonatal longitudinal records and distributed clinical model hosting.
- AWS KMS & CloudHSM: FIPS 140-2 Level 3 cryptographic key management securing NHIA and private HMO capitation escrow pools.
- AWS IoT Core & Timestream: Real-time telemetry ingestion from solar oxytocin refrigerators, blood bank sensors, and oxygen manifolds.
- Amazon S3 Object Lock: Write-Once-Read-Many (WORM) immutable storage for digitized partographs and medico-legal audit trails.
NVIDIA Accelerated Clinical Silicon
Sub-390ms partograph graph extraction, bedside monitor OCR, and maternal sepsis risk scoring.
- NVIDIA TensorRT™ Quantization: FP16/INT8 optimization reducing NeoVision partograph and incubator OCR inference to 390ms.
- NVIDIA Triton™ Inference Server: Concurrent multi-model serving for vision OCR and tabular obstetric risk on NVIDIA L40S GPUs.
- Perspective & Glare Correction: GPU-accelerated homography and de-glaring for smartphone photos of glass incubator displays.
- NVIDIA RAPIDS™ Survival Trees: Accelerated gradient-boosted survival models for real-time MaternalSentinel shock-index alerts.
Microsoft Azure Confidential
Hardware-enforced patient data enclaves, zero data retention, and state DHIS2 sync.
- Azure Confidential Computing: AMD SEV-SNP hardware enclaves ensure maternal HIV status, NIN, and clinical records are never exposed in RAM.
- Azure OpenAI Clinical Summarizer: Zero-data-retention clinical discharge and referral summary generation for receiving consultants.
- Azure SQL Always Encrypted: Cryptographic separation of patient identity from capitation billing and HMO claims ledgers.
- Automated DHIS2 & NHIA Connectors: Seamless bi-directional reporting to Federal and State Ministry of Health maternal surveillance dashboards.
Domain-specific maternal & neonatal intelligence.
Trained on West African WHO partographs, analog/digital NICU monitors, and multi-clinic obstetric outcomes.
NeoVision™ (VitalsViT-v4)
The Ward Digitization Challenge:
Over 85% of maternity wards and NICUs across Nigeria rely on handwritten WHO partographs and standalone bedside monitors without HL7 network ports. Manual transcription into electronic records introduces fatal 2-to-4 hour lags during obstructed labor or neonatal desaturation.
How NeoVision™ Solves It:
Midwives snap a photo of the paper partograph or bedside incubator display using a standard ward tablet. VitalsViT-v4 performs geometric rectification, segments plotted cervical dilation against the alert/action lines, reads 7-segment SpO2/temp LEDs, and streams structured FHIR observations in 390ms.
Technical Specifications:
- Architecture:Hybrid Vision Transformer + Graph Curve Parser
- Edge & Cloud Runtime:NVIDIA TensorRT + Offline Android ONNX
- Partograph Action-Line Precision:99.4% F1-Score (Low-Light Resilient)
- Anti-Spoofing & Audit Check:Cryptographic Ward Timestamp & Midwife ID
MaternalSentinel™ (ObstetricRisk-GBM-v3)
The Clinical Decompensation Blindspot:
Postpartum hemorrhage shock, severe pre-eclampsia, and early-onset neonatal sepsis often present with subtle hemodynamic shifts—such as a rising Obstetric Shock Index (HR/SBP > 0.9) or narrowing pulse pressure—long before single-parameter alarms sound.
How MaternalSentinel™ Solves It:
ObstetricRisk-GBM-v3 continuously scores 38 maternal and neonatal features including blood pressure trajectory, fetal heart rate variability, proteinuria, parity, and temperature drift—activating theatre teams, MgSO4 protocols, and blood bank reservations up to 8 hours ahead of crisis.
Biomarker Telemetry Inputs (0 to 100 Risk Index):
CapitationEscrow™ & ColdChain-LSTM
The Financial & Supply-Chain Bottleneck:
Private and faith-based hospital networks suffer severe cashflow constriction when HMOs delay emergency surgical claims for 90+ days, while uncoordinated blood banks and oxygen suppliers cause preventable stockouts during delivery surges.
Automated Escrow & Grid Synchronization:
Backed by AWS KMS virtual escrow accounts, CapitationEscrow binds cryptographic NeoVision partograph and monitor logs to NHIA/HMO tariff codes for instant pre-authorization, while ColdChain-LSTM predicts regional blood and medical oxygen consumption 36 hours ahead.
Empirical Hospital Network Impact:
Clinical Architecture Comparison
| Clinical Layer | Paper Charts & Manual Calls | Legacy Billing-Only EMRs | VitalGryd Autonomous Care OS |
|---|---|---|---|
| Partograph & Monitor Capture | Handwritten paper charts filed after shift | Manual keyboard typing at nurse station | NeoVision™ Smartphone OCR (< 390ms) |
| Sepsis & Pre-Eclampsia Triage | Detected only after clinical crisis | Static threshold popups (high alarm fatigue) | MaternalSentinel™ 38-Biomarker GBM (8h Lead) |
| NHIA / HMO Claims & Capitation | Phone call pre-auth codes & paper bills | 60-90 day manual claim reconciliation | CapitationEscrow™ Cryptographic Pre-Auth |
| Blood, Oxytocin & Oxygen Grid | Relatives sent to buy blood during surgery | Siloed single-pharmacy stock counts | Live Cross-Clinic Cold-Chain & O2 Telemetry |
Experience the clinical intelligence stack.
Schedule a technical and clinical architecture review with our engineering team, or deploy a 30-day sandbox across your maternity and NICU wards.