Data, analytics and decisions
Optimize energy use
- 1GenTrader®PCI Energy Solutions
- 2Virtual Power PlantsUplight
- 3Aspen GDOT™Aspen Technology, Inc.
Industry
AI for energy and utilities
AI products with direct evidence of use in energy and utilities, mapped to the tasks they do and ranked where enough companies compete.
109 products66 companies52 tasks19 rankingsUpdated Oct 28, 2026
Rankings in energy and utilities. 19 rankings compare products built for this industry.
All 19 rankings
Data, analytics and decisions
Forecast business outcomes
- 1Solar ForecastingAmperon
- 2HybridGlint Solar
- 3CRASmartHelio
Data, analytics and decisions
Analyze data
- 1NET2GRID EnergyAI®NET2GRID
- 2True DisaggregationBidgely
- 3Plume FinderPlume
Vision, monitoring and inspection
Assess properties
- 1Paces ReportsPaces
- 1PVGlint Solar
- 3BESSGlint Solar
Data, analytics and decisions
Detect data anomalies
- 1Machine HealthControl Seat
- 2Dartboard Energy platformDartboard Energy, Inc.
- 33LC Platform3LC
Vision, monitoring and inspection
Detect visual defects
- 1IRIS Wind IntelligenceClobotics
- 2Redetect AI™Spotscale
- 3AI AppsUnleash live
Data, analytics and decisions
Forecast demand
- 1Grid ForecastingAmperon
- 1Load ForecastingAmperon
- 3UtilityAI™Bidgely
Data, analytics and decisions
Predict equipment failures
- 1Machine HealthControl Seat
- 2AutopilotSmartHelio
Workflow and back office
Schedule operations
- 1PCI ETRMPCI Energy Solutions
- 2eMaint CMMSeMaint
- 3GenManager®PCI Energy Solutions
Data, analytics and decisions
Clean data
- 1PCI ETRMPCI Energy Solutions
- 2AI AuditSmartHelio
- 2Raptor Solar PlatformRaptor Maps, Inc.
Content and creative
Personalize content
- 1Energy ReportsUplight
- 2Rates EngagementUplight
- 3Energy Efficiency & ElectrificationUplight
Data, analytics and decisions
Query data
- 1SquidSquid Energy
- 2PCI InsightsPCI Energy Solutions
- 3OpenFlows WaterBentley Systems
Vision, monitoring and inspection
Detect security events
- 1AinuVision EdgeAinuverse
- 1Rimward
- 1Solar SurveillanceCoram AI
Robotics and physical automation
Inspect assets
- 1Raptor Solar PlatformRaptor Maps, Inc.
- 2SpotBoston Dynamics
- 3IBIS Drone InspectionClobotics
Workflow and back office
Route work items
- 1eMaint CMMSeMaint
- 2GAIASmartHelio
- 2OpenGov Utility BillingOpenGov
Workflow and back office
Manage approvals
- 1Applied Kinetics
- 2PCI ETRMPCI Energy Solutions
- 3Grid Vision® PermittoeSmart Systems
Security, risk and trust
Monitor compliance
- 1Dili
- 2Rimba Compliance PlatformRimba AI
- 3PCI ETRMPCI Energy Solutions
Data, analytics and decisions
Schedule resources
- 1Optimization ServicesMobi
- 2GenTrader®PCI Energy Solutions
- 3HPCWorks Grid EngineSiemens
Workflow and back office
Update business systems
- 1Applied Kinetics
- 1OpenGov Utility BillingOpenGov
- 3eMaint CMMSeMaint
Products
Industry
Task
109 products in energy and utilities
GenTrader® by PCI Energy Solutions
Maximize portfolio value with integrated optimization.
#1 in Optimize energy useForecast demandSchedule operationsSchedule resources
PCI ETRM by PCI Energy Solutions
End-to-end energy trading, risk, and scheduling in one system.
#1 in Schedule operationsClean dataManage approvalsMonitor compliance
Raptor Solar Platform by Raptor Maps, Inc.
A solar asset management platform delivering O&M automation, analytics, and embodied AI solutions to optimize resource allocation and improve asset availability.
#1 in Inspect assetsDetect visual defectsClean dataMap physical spaces
Applied Kinetics
AI agents and systems for procurement follow-through and coordination work related to critical equipment, including supplier follow-ups, engineering changes, approvals…
#1 in Manage approvalsOrchestrate workflowsUpdate business systems
eMaint CMMS by eMaint
Core CMMS software for asset management, work orders, spare parts inventory, and reporting.
#1 in Route work itemsSchedule operationsUpdate business systems
Machine Health by Control Seat
Fault findings graded by evidence, with process context from plant data.
#1 in Detect data anomaliesPredict equipment failures
Optimization Services by Mobi
AI optimization platform that transforms complex, high-stakes planning problems into fast, adaptive decisions tailored to industry-specific constraints and operational…
#1 in Schedule resourcesSchedule operations
Squid by Squid Energy
A browser-native software application for AI-powered grid planning, real network modeling, grid stress testing, and policy simulation.
#1 in Query dataClean data
AinuVision Edge by Ainuverse
On-premise AI video-intelligence software that turns existing CCTV into an AI analyst.
Energy Reports by Uplight
Personalized behavioral energy insights delivered via email, paper, and alerts to help customers manage their energy use.
Grid Forecasting by Amperon
Grid-level load and net load forecasting across short, mid, and long-term horizons for 25+ global grids.
IRIS Wind Intelligence by Clobotics
Cloud-based wind asset intelligence platform centralizing inspection data, defect analysis, and repair prioritization with no local installation required.
NET2GRID EnergyAI® by NET2GRID
An AI-powered SaaS engine that analyzes residential energy data to deliver detailed household energy profiles and insights for customer experience and business…
Paces Reports by Paces
Modular diligence reports including Power Flow Study and Critical Issues Analysis, expert-validated and delivered in as little as 5 days.
Solar Forecasting by Amperon
Asset-level solar generation forecasts from sub-hourly through two weeks out, trained on site-specific irradiance history, panel configuration, and hyper-local weather…
GAIA by SmartHelio
AI agent for Solar & BESS operations; fully autonomous AI operation center that continuously analyzes portfolios to detect issues early, automate ticketing and…
#2 in Route work itemsAnalyze dataGenerate reports
Rimba Compliance Platform by Rimba AI
AI-powered platform automating RFS, LCFS, and carbon reporting with document processing, data extraction, and compliance analytics.
#2 in Monitor complianceExtract document dataGenerate reports
Autopilot by SmartHelio
Plug-in software that predicts faults in solar plants, detects and predicts underperformances in real-time, and serves as a unified platform for solar and storage…
#2 in Predict equipment failuresRoute work items
OpenGov Utility Billing by OpenGov
Bill water, sewer, electric, trash, and custom utilities.
#1 in Update business systemsRoute work items
Showing 20 of 109
Every task in energy and utilities
- Analyze calls1
- Analyze dataRanked8
- Analyze diagnostic images6
- Assess propertiesRanked8
- Book appointments1
- Clean dataRanked5
- Coach call agents1
- Collect overdue payments1
- Compare documents1
- Create 3D assets1
- Create courses1
- Detect data anomaliesRanked6
- Detect security eventsRanked4
- Detect visual defectsRanked6
- Draft documents3
- Edit images1
- Extract document data5
- Forecast business outcomesRanked9
- Forecast demandRanked6
- Generate reports3
- Inspect assetsRanked4
- Integrate data4
- Make outbound calls1
- Manage approvalsRanked3
- Map physical spaces1
- Measure physical conditions1
- Monitor complianceRanked3
- Monitor environmental conditions6
- Monitor new evidence1
- Monitor safety events2
- Navigate environments1
- Operate machinery2
- Optimize energy useRanked13
- Optimize prices1
- Orchestrate workflows4
- Personalize contentRanked5
- Predict equipment failuresRanked6
- Prevent fraud1
- Process invoices1
- Qualify callers1
- Query dataRanked5
- Recommend next actions2
- Reconcile transactions1
- Research legal questions2
- Route work itemsRanked4
- Schedule meetings1
- Schedule operationsRanked6
- Schedule resourcesRanked3
- Search company knowledge3
- Simulate physical systems2
- Simulate procedures1
- Update business systemsRanked3