
Clean Energy
Powered by Water
A Quantum Spin + AI driven Regenerative Fuelcell system integrating electrochemical generation, hospital oxygen delivery, and predictive energy intelligence across distributed healthcare networks.
Built for Scale
Just Add Water is designed from the ground up for mass deployment across 10 strategic national zones, covering over 40,000 hospitals and serving 600 million people. Our AI-driven supply chain intelligence ensures proactive oxygen distribution to the most vulnerable clinics before crises occur.

Clean Oxygen Production
50-200 Nm/Hour per Unit
On-site electrochemical oxygen generation for continuous medical-grade supply at hospital scale.

10 Mega Watt Total Deployment
1MW x 10 Zones | 4000W-rated output.
Distributed energy architecture scaling across 10 strategic national deployment zones.

6 Geo Political Zone
Over 40,000 hospitals and 600 Million People
National coverage network spanning all geopolitical zones with predictive oxygen distribution intelligence.

Oxygen Regulator
IOT Oxygen Regulators for oxygen cylinders
Edge IoT regulator devices capturing real-time oxygen pressure, flow, and depletion signals.

Hydrogen based
Hydrogen based electricity generation using PEM fuel cells
Fuel cell energy conversion layer powering clean electricity generation from hydrogen systems.

Real Time System Monitoring
Live Monitoring with Geo Tracking and AI supply chain optimization
Continuous AI monitoring of oxygen demand, logistics flow, and hospital-level system health.
Providing each hospital and medical grade oxygen to serve 40,000 hospitals and 600 Million People using Artificial Intelligence to predict oxygen demand and patient outcome using climate variables, oxygen and energy demand.
AI System
Architecture
Multi-layer intelligence stack powering URFC systems.
System Overview
Quantum Spin + PINNs optimize regenerative fuelcell efficiency for distributed energy and medical oxygen.
Electrochemical system using non-PGM catalysts, hydrogen fuelcell mode, and non-purified water electrolysis for scalable hospital deployment.
- Physics-informed catalytic optimization (PINNs)
- Graph neural reaction modeling (GNNs)
- Auto membrane degradation prediction
- Hydrogen-based fuelcell electricity generation
System Overview
Real-time edge AI fuses oxygen, energy, and patient telemetry from hospital regulators.
LSTM-based sensor fusion processes cylinder pressure, flow rate, and system health data from IoT oxygen regulators across hospital beds.
- LSTM temporal health modeling
- Multi-sensor oxygen regulator telemetry
- Real-time cylinder depletion tracking
- Hardware fault detection + safety override
System Overview
Temporal Fusion Transformers predict oxygen demand, patient outcomes, and regional health surges.
AI correlates hospital oxygen usage with climate variables (harmattan, humidity, AQI) to predict demand spikes and coordinate oxygen plant production.
- 48-hour respiratory surge prediction
- Climate-health correlation modeling
- Closed-loop oxygen supply coordination
- Hospital-to-plant demand routing engine
Live System
Architecture
URFC hospital oxygen-energy intelligence system with real-time electrochemical, edge, and forecasting layers.
System Layer
Electrochemical Intelligence Layer
URFC catalytic optimization (PINNs + GNNs)
- Physics-informed catalytic optimization
- Non-PGM catalyst efficiency control
- Membrane lifecycle prediction
System Layer
Edge Hospital Intelligence Layer
Real-time oxygen telemetry + LSTM inference
- Real-time oxygen depletion tracking
- Bedside IoT regulator telemetry
- Safety override system
System Layer
Operational Forecasting Layer
TFT demand + climate surge prediction
- 48–72h oxygen demand prediction
- Climate-health correlation
- Supply chain dispatch optimization
System Products
Infrastructure-grade oxygen + energy intelligence modules

Just Add Water Unit
1MW quantum spin fuelcell system for hospital-scale deployment
1MW Output • Multi-zone deployment

IoT Oxygen Regulator
Edge device for real-time oxygen flow, pressure & depletion tracking
Battery Edge Node • Cellular Telemetry

Hydrogen Fuel Cell Stack
Clean hydrogen-to-electricity conversion module
PEM Based • High Efficiency Output
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Impact stories
Transforming healthcare
across Africa
From rural clinics to major hospitals, our Just Add Water systems have delivered reliable clean energy and medical oxygen to over 2,000 patients and counting.
Read impact stories →













