HENGI
INFRASTRUCTURE INTELLIGENCE
EARLIER INSIGHT. BETTER INTERVENTION.
Predictive intelligence for underground infrastructure
Hengi combines simulation, AI and targeted inspection to help infrastructure operators understand asset condition, identify emerging risks and intervene earlier.
THE PROBLEM
Infrastructure is difficult to see. Failure shouldn’t be.
01
Limited visibility
Data is fragmented. The asset remains underground and uncertain.
02
Reactive maintenance
Teams often act after symptoms emerge, not before risks compound.
03
Expensive inspection
Inspection capacity is scarce, costly and difficult to prioritise.
HOW IT WORKS
From uncertainty to a focused next step
01
Simulate
02
Inspect
03
Predict
TECHNICAL SOLUTION FRAMEWORK
A continuous loop from the physical world to predictive action.
Predictive maintenance loop
01 Physical-world model
02 Edge AI inspection
03 Prediction & judgement
DATA FEEDBACK & CONTINUOUS CALIBRATION
Front loads risk for inspection and maintenance, works even in data-scarce scenarios.
Multi-source data integration
Model calibration
Multi-dimensional simulation
Condition generation
State evolution
Shifting from reactive anomaly detection to predictive and proactive maintenance
Trend forecasting
Prioritisation
Maintenance recommendation
Beyond just collecting data, edge devices decide what to probe and how to inspect.
Live-stream anomaly detection
Adaptive sensing
Network-aware upload
SIMULATION-DRIVEN INSPECTION
Real-world data refines the model; the improved model informs the next inspection.
APPLICATION FIELD: WATER NETWORK
Water networks are where predictive intelligence can start making a difference now.
Asset condition
Model deterioration, target inspection where it matters, and build a clearer view of leakage and failure risk before disruption occurs.
PARTNERSHIPS
Building the future of infrastructure intelligence.
“We’re looking to work with utilities, infrastructure operators and innovation partners.”
email: contact@hengi-tech.com
HENGI
Predictive intelligence for infrastructure systems