COEUS
Use-case library

AI use cases worth stealing.

Curated across nine industries, scored on value, effort and data readiness. Upvote the ones you’d want at your company.

Technicians dictate findings on site and a generative model turns them into structured work-order closures, parts usage and follow-up tasks. Crews reclaim 30-45 minutes of admin per day and asset records finally stay current.

Energy & UtilitiesgridGenAIrisk: low
Value
Effort
Data

Weather, calendar and smart-meter history drive day-ahead and intraday load forecasts per substation area. Better forecasts cut balancing-energy costs and let trading desks commit volumes with tighter confidence bands.

Energy & UtilitiesoperationsForecastingrisk: low
Value
Effort
Data

When storms hit, an optimizer clusters outage reports, infers likely fault locations and sequences crew dispatch by customers-restored-per-hour. Restoration times shorten measurably and regulators see a defensible, data-driven prioritisation.

Energy & UtilitiesgridOptimizationrisk: medium
Value
Effort
Data

Condition data from transformers, switchgear and lines feeds health-index models that rank assets by failure probability and criticality. Capital plans target the riskiest 5% of assets first, deferring blanket replacements without raising outage risk.

Energy & UtilitiesgridMLrisk: medium
Value
Effort
Data