Energy Provider: Detect Grid Faults Before Customers Call
A regional utility with 300 employees operates the electricity and gas network for 180,000 households. The control room processes 50,000 sensor data points per day — voltages, loads, flow rates, temperature readings. Faults rarely occur without warning: in the hours before an outage, measurements often show subtle patterns that experienced network engineers recognise — but which get lost in the data volume without systematic monitoring.
Read MoreMunicipal Utility: AI Assistant for Tariff Questions and Meter Readings
A municipal utility with 120 employees supplies 95,000 households with electricity, gas, and district heating. The customer centre receives around 4,500 calls and 2,000 emails per month. Of these, 58% are standard enquiries: submit meter reading, adjust instalment payment, switch tariff, explain bill, report fault, notify of house move.
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