Industry pathway
Energy & Utilities
Join generation, network, meter, and customer data so utilities can balance supply and demand, find faults early, and bill accurately.
Use cases
What we solve in energy
Energy
An energy network: a solar farm and its batteries, a wind farm, the substation, a street of homes, the town centre, and one home.
Pick a use case to see the problem and what we build, or play the tour.
An illustration of typical work in energy. The business, people, and data are invented.
All 6 use cases in the scene
Generation forecasting
Solar and wind output is planned from yesterday's figures, so a passing cloud bank catches the grid out.
Generation forecasts from weather and plant data, so storage is ready before output drops.
Asset inspection & maintenance
Turbines are inspected on a fixed round, so a damaged blade can run for weeks before anyone sees it.
Condition monitoring that flags a fault from its data, with the inspection and repair booked around it.
Grid load balancing
At the evening peak one transformer runs hot while the one beside it has capacity to spare.
Live load across the network, with an alert and a switching plan before equipment overloads.
Outage detection & crew dispatch
Outages are found when customers call, and crews search the line for the fault.
Fault location from meter and network data, with the nearest crew sent straight to it.
Smart meters & billing
When a meter stops reporting, its bill is estimated and the customer disputes it later.
Meter data pipelines that spot missing readings and recover them before the bills go out.
Customer usage insights
Customers see one total a month, so they can't tell what is driving their bill.
Usage insights for each household, with tips on what to run and when.
Common challenges
Where data and process problems usually show up
01
Network data arrives too late to act on
Load, fault, and meter readings that land in overnight batches show yesterday's grid. Streaming them into one view lets control teams act before equipment overloads.
02
Renewable output is hard to plan
Forecasts that combine weather, plant data, and history help schedule storage and backup ahead of a drop in output.
Relevant services
03
Meter gaps turn into billing disputes
Pipelines that spot missing or unusual readings, and recover them before bills go out, mean fewer estimated bills and fewer complaints.
Relevant services
Typical data sources
- SCADA and network systems
- Smart meters
- Weather feeds
- Asset management systems
- Billing and CRM
This page describes common sector challenges and the services that address them. It does not describe specific client engagements.
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