Observe the system
Bring flows, pressures and operating states together. Check timestamps, sensor quality and missing data.
Explore this stepApplied intelligence
Intelligence,
grounded in engineering.
Explore where predictive models and connected data can support better water decisions.
Engineering workflows and research-led possibilities. Local validation is essential before operational use.
Predictive analytics
Predict tomorrow’s demand
A practical path from time-series data to forecasts that support operational decisions.
Application guide · 4 min read
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Predictive analyticsBuild a forecast you can trust
Design training, validation and monitoring around the realities of engineering data.
Application guide · 4 min read
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NetworksFind the signal in the network
Combine demand patterns, pressure observations and hydraulic context to investigate anomalies.
Application guide · 4 min read
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Digital systemsConnect the model to the system
Understand how GIS, telemetry and hydraulic models can support a living representation of a network.
Application guide · 4 min read
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Generative AIAn assistant with a traceable source
Use language models for retrieval, documentation and drafting while keeping engineering decisions accountable.
Application guide · 4 min read
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NetworksSearch options. Preserve the physics.
Use optimisation to compare pump operation, network interventions and planning trade-offs.
Application guide · 4 min read
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Predictive analyticsLearn catchment behaviour from data
Explore where deep learning can assist inflow prediction and where physical interpretation still matters.
Application guide · 4 min read
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Computer visionTurn inspection images into evidence
Use computer vision to screen asset imagery and support consistent condition assessment.
Application guide · 4 min read
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From data to decision
Intelligence needs
a foundation.
01Observe the system
02Build the representation
03Predict and compare
04Make an accountable decision
Build the representation
Connect observations to a calibrated model and reliable asset information. Keep physical constraints visible.
Explore this stepPredict and compare
Test a forecast or compare a scenario. Report uncertainty and benchmark against a transparent baseline.
Explore this stepMake an accountable decision
Put evidence in the hands of an engineer or operator. Record assumptions, decisions and observed outcomes.
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