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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.

88 products54 companies45 tasks4 rankingsUpdated Oct 20, 2026

Rankings in energy and utilities. 4 rankings compare products built for this industry.

All 4 rankings

Data, analytics and decisions

Forecast business outcomes

  1. 1Solar ForecastingAmperon
  2. 2HybridGlint Solar
  3. 3CRASmartHelio
9 products reviewedUpdated Oct 20

Data, analytics and decisions

Analyze data

  1. 1NET2GRID EnergyAI®NET2GRID
  2. 2True DisaggregationBidgely
  3. 3Plume FinderPlume
8 products reviewedUpdated Oct 20

Data, analytics and decisions

Detect data anomalies

  1. 1Machine HealthControl Seat
  2. 2Dartboard Energy platformDartboard Energy, Inc.
  3. 33LC Platform3LC
6 products reviewedUpdated Oct 20

Data, analytics and decisions

Predict equipment failures

  1. 1Machine HealthControl Seat
  2. 2AutopilotSmartHelio
6 products reviewedUpdated Oct 20

Products

Task

88 products

  • Machine Health by Control Seat

    Fault findings graded by evidence, with process context from plant data.

    #1 in Detect data anomaliesPredict equipment failures

  • 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…

    #1 in Analyze dataForecast demand

  • 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…

    #1 in Forecast business outcomes

  • 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 failures

  • Dartboard Energy platform by Dartboard Energy, Inc.

    Turns raw telemetry into clear, classified events by detecting real events from noisy data, grouping related signals into single incidents, classifying against…

    #2 in Detect data anomalies

  • Hybrid by Glint Solar

    Allows simulation of investment viability across PV, BESS, and hybrid configurations, comparing dispatch strategies and modeling lifetime revenue.

    #2 in Forecast business outcomes

  • True Disaggregation by Bidgely

    Behind-the-meter load disaggregation (Non-Intrusive Load Monitoring) that analyzes real-time, AMI, and non-AMI meter data to identify appliance signatures using AI and…

    #2 in Analyze data

  • Plume Finder by Plume

    AI-powered site selection platform for energy infrastructure.

    #3 in Analyze dataForecast business outcomes

  • 3LC Platform by 3LC

    A unified stack for data-centric AI life-cycle, including debugging, orchestration, diagnostics, and production drift monitoring.

    #3 in Detect data anomalies

  • CRA by SmartHelio

    Long-term forecasting for solar investment risk.

    #3 in Forecast business outcomes

  • ANYmal by ANYbotics

    An autonomous robotic inspection solution with integrated visual and thermal cameras, an ultrasonic microphone, LED spotlight, Lidar, expandable payload, and AI-based…

    Inspect assetsNavigate environments

  • Baseline by GridBeyond

    Monitor and visualize real-time consumption and emissions at both site and organizational levels.

    Optimize energy useMonitor environmental conditions

  • Cedalio

    AI agent platform for Accounts Payable and Procurement with 20+ pre-built agents covering the full Finance Ops cycle, including capture, 3-way matching, tariff…

    Process invoicesReconcile transactions

  • Daqstra Hub by Daqstra

    Cloud-based ingestion of all test data.

    Analyze dataIntegrate data

  • Forecaster by GridBeyond

    Leverage the power of artificial intelligence to forecast power prices, demand, and generation, ensuring maximal revenues across all markets.

    Forecast business outcomesForecast demand

  • 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…

    Analyze dataGenerate reports

  • Humains Platform by Inpris HumAIns

    Single platform for deploying, managing, and optimizing autonomous AI agents across communication channels including WhatsApp, SMS, and Voice, with API integration to…

    Collect overdue paymentsSchedule meetings

  • Invertix

    An AI platform for energy infrastructure that connects operational data, normalizes records, provides context to AI agents, and coordinates work between people and…

    Integrate dataClean data

  • MosaicVoice Platform by MosaicVoice

    Unified web-based contact center platform providing real-time agent guidance, intelligent objection handling, automated QA compliance, CRM-ready summaries, and…

    Analyze callsCoach call agents

  • Nectar Platform by Nectar

    Unified utility data management platform for facility managers, sustainability teams, and energy brokers to automate data collection, ensure audit readiness, and…

    Integrate dataClean data

Showing 20 of 88

Every task in energy and utilities