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AI for Energy & Utilities

18 ready-to-build AI use cases for energy & utilities teams, each built and tested on sample data. Open any kit to see how it was measured and where it fails.

Measured on sample data, not asserted. Every number lives on the kit’s own board.
18use casesfor Energy & Utilities
5kinds of jobthe bars below
1,424sample documentsin these kits’ data
1,884test casesgraded by code
113failures namedcase by case

What these kits do

Pick a job to narrow the tiles below.

Where they slip, and where to watch

Across 113 named failures

  • Applied the wrong rule · 31%
  • Added or dropped an item · 21%
  • Dates, numbers and arithmetic · 16%
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All 18 kits

Energy & UtilitiesUC0079Catch unbilled power accounts before the charge expires150 cycle statements measuredEnergy & UtilitiesUC0096Catch a utility's missing meter readings in time120 interval reads measuredEnergy & UtilitiesUC0109Catch a utility account's unexplained usage drop120 account-period reviews measuredEnergy & UtilitiesUC0128Find the real cause behind a utility's billing exception120 billing-exception dossiers measuredEnergy & UtilitiesUC0133Build the proof pack for a utility's canceled bill120 cancel-rebill cases measuredEnergy & UtilitiesUC0278Check a utility's disconnect step against five protections64 collection-step request packet measuredEnergy & UtilitiesUC0315Check a land lease's yearly payment against the ledger60 obligation files measuredEnergy & UtilitiesUC0342Check a utility's meter-swap record before it bills60 meter exchange records measuredEnergy & UtilitiesUC0385Check a utility's estimated meter read64 residential account packs measuredEnergy & UtilitiesUC0428Check a utility rebate application against its program rules64 rebate applications measuredEnergy & UtilitiesUC0474Find the cause behind a power utility's overnight meter exceptions64 VEE exceptions measuredEnergy & UtilitiesUC0506Sort a utility's unmatched meters and billing accounts64 meter-to-account sweep lines measuredEnergy & UtilitiesUC0540Code a utility's meter tamper reports by what was found64 tamper reports measuredEnergy & UtilitiesUC0571Draft a utility's outage update from what the crew found64 outage update points measuredEnergy & UtilitiesUC0594Split a utility's new-service estimate between customer and utility522 estimate lines measuredEnergy & UtilitiesUC0601Draft a utility's spill report from the crew's field notes64 release records measured

Rebuilt from the kit files at every deploy · last deploy before this build: 18 Oct 2026