Scientific and engineering R&D
Simulate physical systems
- 1ECHELONStone Ridge Technology
- 2Cognite Data Fusion®Cognite AS
- 3Cognite Atlas AI™Cognite AS
44 products reviewedUpdated Oct 28
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.
179 products98 companies49 tasks24 rankingsUpdated Oct 28, 2026
Rankings in energy and utilities. 24 rankings compare products built for this industry.
All 24 rankingsData, analytics and decisions
Analyze data
- 1PCI InsightsPCI Energy Solutions
- 2UtilityAI™Bidgely
- 3Cognite Data Fusion®Cognite AS
44 products reviewedUpdated Oct 28
Data, analytics and decisions
Integrate data
- 1PCI InsightsPCI Energy Solutions
- 2Cognite Data Fusion®Cognite AS
- 3PCI ETRMPCI Energy Solutions
27 products reviewedUpdated Oct 28
Data, analytics and decisions
Generate reports
- 1PCI InsightsPCI Energy Solutions
- 2Fiix CMMSFiix
- 3PCI ETRMPCI Energy Solutions
25 products reviewedUpdated Oct 28
Vision, monitoring and inspection
Map physical spaces
- 1Aspen SKUAAspen Technology, Inc.
- 2Geoteric AIGeoteric
- 3InteractivAIBluware
21 products reviewedUpdated Oct 28
Workflow and back office
Orchestrate workflows
- 1PCI ETRMPCI Energy Solutions
- 2Cognite Atlas AI™Cognite AS
- 3Cognite Data Fusion®Cognite AS
17 products reviewedUpdated Oct 28
Data, analytics and decisions
Recommend next actions
- 1UtilityAI™Bidgely
- 2Cognite Atlas AI™Cognite AS
- 3GAIASmartHelio
16 products reviewedUpdated Oct 28
Data, analytics and decisions
Forecast business outcomes
- 1PCI AIPCI Energy Solutions
- 2Renewable Asset ForecastingAmperon
- 3GenTrader®PCI Energy Solutions
14 products reviewedUpdated Oct 28
Data, analytics and decisions
Optimize energy use
- 1GenTrader®PCI Energy Solutions
- 2Virtual Power PlantsUplight
- 3Aspen GDOT™Aspen Technology, Inc.
13 products reviewedUpdated Oct 28
Vision, monitoring and inspection
Monitor environmental conditions
- 1MAXRobin Radar Systems
- 2Raptor Solar SentryRaptor Maps, Inc.
- 3Nearmap AINearmap
9 products reviewedUpdated Oct 28
Vision, monitoring and inspection
Assess properties
- 1BESSGlint Solar
- 2PVGlint Solar
- 3Redetect AI™Spotscale
8 products reviewedUpdated Oct 28
Robotics and physical automation
Fly drones
- 1Raptor Solar SentryRaptor Maps, Inc.
- 2IBIS Drone InspectionClobotics
- 3Autonomous Drone Installation SystemHeimdall Power
7 products reviewedUpdated Oct 28
Vision, monitoring and inspection
Detect visual defects
- 1Raptor Solar SentryRaptor Maps, Inc.
- 2IRIS Wind IntelligenceClobotics
- 3AI AppsUnleash live
6 products reviewedUpdated Oct 28
Data, analytics and decisions
Forecast demand
- 1UtilityAI™Bidgely
- 2PCI AIPCI Energy Solutions
- 3GenTrader®PCI Energy Solutions
6 products reviewedUpdated Oct 28
Workflow and back office
Schedule operations
- 1PCI ETRMPCI Energy Solutions
- 2eMaint CMMSeMaint
- 3Optimization ServicesMobi
6 products reviewedUpdated Oct 28
Robotics and physical automation
Operate machinery
- 1Aspen GDOT™Aspen Technology, Inc.
- 2Aspen DMC3™Aspen Technology, Inc.
- 3RPS 25Built Robotics
5 products reviewedUpdated Oct 28
Content and creative
Personalize content
- 1UtilityAI™Bidgely
- 2Rates EngagementUplight
- 3Energy Efficiency & ElectrificationUplight
5 products reviewedUpdated Oct 28
Data, analytics and decisions
Predict equipment failures
- 1AutopilotSmartHelio
- 2Talos SensorTalos
- 3LTTSGridEye™L&T Technology Services
5 products reviewedUpdated Oct 28
Knowledge, search and research
Search company knowledge
- 1Cognite Data Fusion®Cognite AS
- 2Cognite Atlas AI™Cognite AS
- 3Euna GrantsEuna Solutions
5 products reviewedUpdated Oct 28
Data, analytics and decisions
Detect data anomalies
- 1PCI ETRMPCI Energy Solutions
- 2AmbixOS
- 3True DisaggregationBidgely
4 products reviewedUpdated Oct 28
Vision, monitoring and inspection
Detect security events
- 1AinuVision EdgeAinuverse
- 2Solar SurveillanceCoram AI
- 3Solar Inspections & AnalyticsRaptor Maps, Inc.
4 products reviewedUpdated Oct 28
Robotics and physical automation
Inspect assets
- 1IBIS Drone InspectionClobotics
- 2Raptor Solar SentryRaptor Maps, Inc.
- 3SpotBoston Dynamics
4 products reviewedUpdated Oct 28
Documents and records
Reconcile transactions
- 1PCI ETRMPCI Energy Solutions
- 2PCI InsightsPCI Energy Solutions
- 3Amplytic
4 products reviewedUpdated Oct 28
Workflow and back office
Update business systems
- 1eMaint CMMSeMaint
- 2Applied Kinetics
- 3OpenGov Utility BillingOpenGov
3 products reviewedUpdated Oct 28
Products
Industry
Task
179 products in energy and utilities
PCI ETRM by PCI Energy Solutions
#1 in Orchestrate workflowsAnalyze dataIntegrate dataGenerate reports3 more
GenTrader® by PCI Energy Solutions
#1 in Optimize energy useAnalyze dataSimulate physical systemsForecast business outcomes2 more
Autopilot by SmartHelio
#1 in Predict equipment failuresAnalyze dataIntegrate dataGenerate reports1 more
Cognite Data Fusion® by Cognite AS
#1 in Search company knowledgeAnalyze dataSimulate physical systemsIntegrate data1 more
PCI AI by PCI Energy Solutions
#1 in Forecast business outcomesOrchestrate workflowsOptimize energy useForecast demand1 more
Raptor Solar Sentry by Raptor Maps, Inc.
#1 in Fly dronesAnalyze dataMonitor environmental conditionsDetect visual defects1 more
UtilityAI™ by Bidgely
#1 in Recommend next actionsAnalyze dataIntegrate dataForecast demand1 more
eMaint CMMS by eMaint
#1 in Update business systemsGenerate reportsOrchestrate workflowsSchedule operations
PCI Insights by PCI Energy Solutions
#1 in Analyze dataIntegrate dataGenerate reportsReconcile transactions
Aspen SKUA by Aspen Technology, Inc.
#1 in Map physical spacesAnalyze dataIntegrate data
BESS by Glint Solar
#1 in Assess propertiesSimulate physical systemsGenerate reports
Aspen GDOT™ by Aspen Technology, Inc.
#1 in Operate machineryOptimize energy use
IBIS Drone Inspection by Clobotics
#1 in Inspect assetsFly drones
MAX by Robin Radar Systems
#1 in Monitor environmental conditionsRecommend next actions
AinuVision Edge by Ainuverse
ECHELON by Stone Ridge Technology
IRIS Wind Intelligence by Clobotics
#2 in Detect visual defectsAnalyze dataIntegrate dataGenerate reports1 more
PV by Glint Solar
#2 in Assess propertiesAnalyze dataSimulate physical systemsGenerate reports1 more
Cognite Atlas AI™ by Cognite AS
#2 in Orchestrate workflowsSimulate physical systemsRecommend next actionsSearch company knowledge
Rates Engagement by Uplight
#2 in Personalize contentAnalyze dataGenerate reports
Showing 20 of 179
Every task in energy and utilities
- Analyze calls1
- Analyze dataRanked44
- Analyze diagnostic images6
- Assess propertiesRanked8
- Book appointments1
- Clean data2
- Coach call agents1
- Collect overdue payments1
- Compare documents1
- Create 3D assets1
- Create courses1
- Detect data anomaliesRanked4
- Detect security eventsRanked4
- Detect visual defectsRanked6
- Draft documents3
- Edit images1
- Extract document data5
- Fly dronesRanked7
- Forecast business outcomesRanked14
- Forecast demandRanked6
- Generate reportsRanked25
- Inspect assetsRanked4
- Integrate dataRanked27
- Make outbound calls1
- Map physical spacesRanked21
- Measure physical conditions1
- Monitor environmental conditionsRanked9
- Monitor new evidence1
- Monitor safety events2
- Navigate environments1
- Operate machineryRanked5
- Optimize energy useRanked13
- Optimize prices1
- Orchestrate workflowsRanked17
- Personalize contentRanked5
- Predict equipment failuresRanked5
- Prevent fraud1
- Process invoices1
- Qualify callers1
- Recommend next actionsRanked16
- Reconcile transactionsRanked4
- Research legal questions2
- Schedule meetings1
- Schedule operationsRanked6
- Schedule resources2
- Search company knowledgeRanked5
- Simulate physical systemsRanked44
- Simulate procedures1
- Update business systemsRanked3