01
Energy AI
Know demand before the peak.
Site-level demand forecasting from historical load, tariffs and weather, feeding dispatch and pricing decisions.
- Intelligent dispatch
- Demand forecasting
- Dynamic pricing
AI Powered Energy System
HQZN brings demand forecasting, dynamic pricing, edge recognition and digital twins into one intelligence layer behind every charging decision.
Built on the industry's leading stack
- DGX Spark
- Jetson Thor
- Omniverse
- OpenUSD
- RK3568
- OCPP
Network status
All systems operational
Demand Forecasting/Dynamic Pricing/Predictive Maintenance/Edge Intelligence/Digital Twin/Grid Coordination/Demand Forecasting/Dynamic Pricing/Predictive Maintenance/Edge Intelligence/Digital Twin/Grid Coordination/
01 / Command Center
From network status to AI recommendations, operations teams monitor, analyse and act inside one light, legible command surface.
Open the command centerapp.hqzn.ai / command-centerDemo data
AI Command Center
Good morning, Operator.
Automations running
08
2 activated today
Connected chargers
1,286
98.7% availability
AI decisions today
1,842
+18.6% vs. baseline
Optimisation value
¥428K
+¥64.2K projected
Agent activity
Autonomous decisions
- AI decisions
- Operator actions
Live activity
- ¥12.4K
Load rebalanced
14 chargers · 2m ago
- Review
Failure predicted
Unit 08 · 8m ago
- +8.2%
Price optimised
Zone C · 14m ago
40%+
lower O&M cost (customer-reported)
6
core AI capabilities
5
solutions
4
end-to-end stack layers
02 / Core capabilities
Not a general chatbot, but a set of specialised models trained, deployed and continuously tuned for charging operations.
Explore the platform02
Edge AI
Millisecond recognition, on site.
Jetson Thor and RK3568 run vision inference locally for millisecond recognition, safety detection and anomaly alerts.
- Jetson Thor
- RK3568
- Millisecond recognition
- Safety detection
- Anomaly alerts
03
Digital twin platform
Simulate in the twin, then execute on site.
NVIDIA Omniverse-based station twins with 3D visualisation, scenario simulation and remote operations.
- Omniverse
- 3D visualisation
- Simulation
04
Edge interaction
Terminals that listen and see.
RK3568-powered on-site terminals with voice interaction, gesture recognition and guided flows that lower the barrier for drivers.
- RK3568
- Voice interaction
- Gesture recognition
- Smart guidance
05
Charging-scene AI
From plate to battery, end to end.
Plate recognition, charging-behaviour analysis and battery health diagnosis make every session measurable and optimisable.
- Plate recognition
- Behaviour analysis
- Battery health
06
Intelligent operations
Fix failures before downtime.
Multi-source time-series anomaly detection and predictive maintenance that open work orders early and cut O&M cost by 40% or more.
- Predictive maintenance
- Work-order automation
- 40%+ lower O&M cost
03 / Full-stack AI capability matrix
DGX Spark handles training and simulation, Jetson Thor runs real-time inference on site, and Omniverse and OpenUSD keep the physical station and its twin in sync.
COMPUTE01
DGX Spark
Desktop AI supercomputer
Train and fine-tune charging models on site without sending operating data off campus.
EDGE02
Jetson Thor
Real-time edge inference
Run vision and time-series models at the station with millisecond response to safety events.
SIMULATE03
Omniverse
Physically based simulation
Build interactive station twins and rehearse dispatch strategies virtually.
INTEROP04
OpenUSD
Open scene description
Let equipment, BIM and simulation data flow in one format.
04 / Solutions
Five solutions for different stages of charging operations. Deploy them alone or combine them into a complete AI operating system.
View all solutions01
Intelligent charging operations platform
One AI hub for the whole station.
Demand forecasting, dynamic pricing, intelligent dispatch and unattended operation in one platform.
- Demand forecasting
- Dynamic pricing
- Intelligent dispatch
Grid coordination system
Make charging a flexible grid resource.
V2G, demand response and power-trading strategies that turn charging load into a dispatchable grid asset.
- V2G
- Demand response
- Power trading
Digital twin charging station
Rehearse first, then execute.
Omniverse-based 3D station twins for simulation and remote operations.
- Omniverse
- 3D visualisation
- Simulation
Battery lifecycle management
See the health of every pack.
SOH prediction, RUL estimation, safety alerts and lifetime optimisation across the whole battery lifecycle.
- SOH prediction
- RUL estimation
- Safety alerts
Edge interactive terminal
A station that speaks for itself.
RK3568-based on-site terminals with voice interaction, gesture recognition and smart guidance.
- RK3568
- Voice interaction
- Gesture recognition
05 / Digital twin
Map real equipment, live telemetry and AI predictions onto an interactive digital twin of the charging station.
Enter live monitoringCharging station digital twin · live
Live sync · Demo data
HQZN / AI charging operating system
Bring your own station data and see forecasting, dynamic pricing and the digital twin at work.