See how AI works
for 78 companies
in energy & utilities

Context Windows brings together case studies on what companies are doing with AI, from across the web. We compare their results so you can prioritise the use cases that are actually working.

Real-world implementations from

INPEX CORPORATION logoI
INPEX CORPORATIONKnowledge search
TC Energy Corporation logoT
TC Energy CorporationDocument verification
EPRI logoE
EPRIWeather forecasting
SK Innovation logoS
SK InnovationEnterprise agent platform
Repsol logoR
RepsolSelf-service analytics
INPEX CORPORATION logoI
INPEX CORPORATIONKnowledge search
TC Energy Corporation logoT
TC Energy CorporationDocument verification
EPRI logoE
EPRIWeather forecasting
SK Innovation logoS
SK InnovationEnterprise agent platform
Repsol logoR
RepsolSelf-service analytics
Try:,,
Showing 9 of 78 case studies
EPRI logoE

EPRI

Energy & Utilities|Mid-size

Weather forecasting

AgenticL2

Forecasts that took 10+ hrs on shared CPU clusters now run in 150 sec—giving grid planners time to act, not just react.

240xFaster Forecasting
via nvidia.com
Published Oct 1, 2026
Dubai Electricity and Water Authority logoD

Dubai Electricity and Water Authority

Energy & Utilities|Enterprise

Service automation

AgenticL5

DEWA's AI answered questions but couldn't close jobs. Agentic models now handle what 16 coordinators managed — end-to-end, no handoffs.

95%Process Time Reduction
via theglobalfilipinomagazine.com
Published Sep 30, 2026
TC Energy Corporation logoT

TC Energy Corporation

Energy & Utilities|Enterprise

Document verification

AgenticL2

Engineers combed through 1,000-page packages to verify steel traceability codes. AI now extracts and matches them in minutes; they validate.

$18.7M+Avoided Capital Costs
via aws.amazon.com
Published Sep 25, 2026
Liberty Energy logoL

Liberty Energy

Energy & Utilities|Enterprise

Operations analytics

AgenticL2

Finance, supply chain, and field data scattered across cloud and on-prem systems—no unified view of profitability. One lakehouse, real-time.

30%Reduced Reporting Effort
via oracle.com
Published Sep 22, 2026
Hancock Iron Ore logoH

Hancock Iron Ore

Energy & Utilities|Mid-size

Rail defect detection

AgenticL2

350,000 track images reviewed by hand each month, always chasing failures. TrackDefectX now catches defects before they escalate.

$475K+Annual Cost Savings
via microsoft.com
Published Sep 11, 2026
INPEX CORPORATION logoI

INPEX CORPORATION

Energy & Utilities|Enterprise

Knowledge search

AgenticL2

Energy market research that took weeks now closes same-day. Staff freed from chasing information to make the calls that matter.

¥2B+Annual AI Value
via microsoft.com
Published Sep 4, 2026