Machine intelligence

Energy AI & analytics

AI-native and advanced-analytics companies applying forecasting, computer vision, optimization, robotics, and industrial machine learning to energy operations.

Profiles
17
System layer
intelligence
Reviewed
Sep 4, 2026

Role in the system

What this sector controls

Energy AI companies convert operational, market, weather, imagery, and asset data into forecasts or recommended actions. Their value depends on domain context, deployment controls, data quality, and a clear human decision boundary.

Use this sector to discover AI companies by operational problem, data modality, energy market, deployment pattern, integration surface, and the human oversight their products require.

Evidence-backed directory

AI & analytics companies

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Evidence linked

Field services

SLB

Global energy-technology company providing subsurface, well-construction, production, digital, and decarbonization technologies.

Reservoir characterizationWell constructionProduction systems
Evidence linked

Field services

Halliburton

Global oilfield-products and services company supporting the upstream asset lifecycle from formation evaluation through abandonment.

Formation evaluationDrilling and cementingHydraulic stimulation
Evidence linked

Field services

Baker Hughes

Energy-technology company combining oilfield services with industrial equipment, LNG, turbomachinery, digital, and lower-carbon solutions.

Oilfield servicesSubsea systemsLNG turbomachinery
Evidence linked

AI & analytics

Ambyint

Physics-informed artificial-intelligence platform for monitoring and optimizing artificial-lift performance on producing wells.

Rod-lift optimizationPlunger-lift optimizationESP optimization
Evidence linked

Data & research

Novi Labs

AI-driven upstream and energy-intelligence platform connecting well data and predictive production models with economics and market context.

Well-level dataProduction forecastingNo-code machine learning
Evidence linked

AI & analytics

Cognite

Industrial data and AI platform that contextualizes operational and engineering information for analytics, applications, and agentic workflows.

Industrial DataOpsAutomated contextualizationKnowledge graphs
Evidence linked

AI & analytics

Corva

Real-time well-construction intelligence platform combining operational data, predictive analytics, applications, and developer tooling.

Real-time drilling analyticsCompletions intelligencePredictive guidance
Evidence linked

AI & analytics

Neara

Engineering-grade digital-twin platform modeling utility-network behavior under loading, weather, vegetation, and asset-change scenarios.

Utility digital twinsNetwork simulationWildfire risk analysis
Evidence linked

AI & analytics

Gridmatic

AI-enabled power marketer using forecasting and automated optimization for storage, electricity supply, flexible loads, and market participation.

Power-price forecastingAutomated market biddingBattery optimization
Evidence linked

AI & analytics

GeologicAI

Critical-minerals technology company combining field-deployable core scanning, geological sensors, AI interpretation, and resource modeling.

Core scanningGeological sensingAI-assisted logging
Evidence linked

Field services

H&P

Global drilling contractor combining land and offshore rigs, directional automation, robotics, engineering, and remote operations.

Contract drillingLand rigsDirectional automation
Evidence linked

AI & analytics

Bridger Photonics

Emissions-measurement company providing aerial methane detection, localization, quantification, imaging, and analytics through Gas Mapping LiDAR.

Methane detectionAerial LiDAR surveysEmissions quantification
Evidence linked

AI & analytics

Eigen

Oil-and-gas engineering and digitalisation company building operational software, data systems, workflows, and knowledge-graph digital twins.

Knowledge-graph digital twinsOperational-data integrationWorkflow automation
Evidence linked

AI & analytics

Jua

Physical-AI company developing atmospheric foundation models and an agent for weather-sensitive energy trading and utility decisions.

Weather foundation modelsRenewable-output forecastingEnergy-market analysis
Evidence linked

AI & analytics

Bayesian Energy

Energy-systems modeling software and advisory company behind an AI-enabled platform for power-market, capacity, and network scenarios.

Capacity-expansion modelingPower-market modelingNatural-language model editing
Evidence linked

Software

ComboCurve

Cloud energy software company focused on reserves, forecasting, economics, scheduling, and asset-development decisions for upstream teams.

Production forecastingReserves analysisAsset economics
Evidence linked

Data & research

Enverus

Energy data, analytics, research, and software company serving upstream, midstream, minerals, power, renewables, and financial workflows.

Energy datasetsMarket intelligenceAsset analytics

Adjacent layers

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