AI-Powered Energy Management Platforms (2026) | Renewable, Storage, Building & Grid Optimisation Software

How to Read the AI Energy Management Landscape

5 entries

AI-powered energy management platforms use machine learning, forecasting and optimisation to decide how energy assets are run: when a battery charges or discharges, how much a solar or wind plant should bid into the market, which building loads to shift, and which asset needs inspection or repair. The market spans several groups: platforms for renewable and storage portfolios, building and industrial energy management, grid and distributed-energy (DER, virtual power plant) software, aerial and sensor-based asset inspection, and open-source and research tools.

01Energy management system (Wikipedia)Background on energy management systems. 02Smart grid (Wikipedia)Background on digitally managed electricity grids. 03Virtual power plant (Wikipedia)Aggregations of distributed resources that act like one power plant. 04Demand response (Wikipedia)Changing electricity use in response to price or grid signals. 05Distributed energy resource (Wikipedia)Small-scale generation, storage and flexible loads.

Greenko and AM Intelligence EnergyOS

1 entry

An AI-powered energy management platform described by AM Intelligence for inspecting, monitoring and optimising renewable energy assets.

06AM Intelligence: Intelligent Electron Agent (Greenko)EnergyOS is an AI-powered energy management platform that inspects, monitors and optimises critical energy assets, using aerial intelligence, thermal imaging and LiDAR mapping together with real-time asset and market data.

Renewable, Storage & Trading Optimisation Platforms

11 entries

Software that forecasts output and prices, dispatches batteries and plants, and bids into energy markets.

07Tesla AutobidderTesla's real-time trading and control software for battery storage and renewable assets, which Tesla describes as making price-based dispatch decisions. 08Fluence Digital (Mosaic and AI optimization)Fluence's software for bidding and optimising storage and renewable assets, offered alongside its storage hardware. 09Wärtsilä GEMSWärtsilä's energy management software for controlling and optimising storage, solar and engine-based power plants. 10Stem AthenaStem's AI-driven software platform for operating and optimising storage and solar assets. 11EnverusEnergy analytics and software provider with power market data and forecasting tools. 12Ascend AnalyticsAnalytics and software for power market forecasting, storage and renewable valuation and trading. 13Habitat EnergyOptimiser and trader for battery storage and renewable assets in several power markets. 14Envision EnOSEnvision's AIoT operating system for managing wind, solar, storage and other energy assets. 15Huawei FusionSolarHuawei's digital platform for monitoring and optimising solar and storage plants. 16SungrowInverter and storage manufacturer with monitoring and energy management software. 17GE Vernova SoftwareGE Vernova's software for generation, grid and energy transition, including asset performance and grid orchestration.

Building & Industrial Energy Management

8 entries

Platforms that use AI and sensor data to cut energy use in buildings, campuses and plants.

18Schneider Electric EcoStruxureSchneider's IoT-enabled architecture for energy management and automation in buildings, data centers and industry. 19SiemensBuilding and industrial automation, grid software and energy management offerings. 20HoneywellBuilding technologies and the Honeywell Forge software for connected buildings and energy performance. 21Johnson Controls OpenBlueJohnson Controls' digital platform for connected, energy-efficient buildings. 22BrainBox AIAI for autonomous optimisation of building HVAC systems, aimed at lower energy use and emissions. 23VerdigrisAI-based electricity monitoring and analytics for commercial buildings and facilities. 24Google DeepMind: AI reduces data centre cooling bill by 40%DeepMind's 2016 account of using machine learning to cut the energy used for cooling Google data centers. 25Home Assistant EnergyOpen-source home automation with an energy dashboard for tracking household consumption and solar.

Grid, DER & Virtual Power Plant Software

9 entries

Utility-side platforms for distributed energy resources, demand response, metering and grid operations.

26UplightEnergy-customer software and distributed energy platform; Uplight agreed to acquire AutoGrid from Schneider Electric in December 2023, per press reports. 27GE Vernova GridOSGE Vernova's software portfolio for grid orchestration and distribution management. 28Hitachi EnergyGrid technology and enterprise software for utilities and network operators. 29Oracle UtilitiesCustomer, meter-data and network software for electric, gas and water utilities. 30Kraken (Octopus Energy)Utility software platform from Octopus Energy for billing, customer operations and flexibility. 31VoltusDistributed energy marketplace aggregating customer flexibility for grid programs. 32ItronMetering, grid-edge intelligence and analytics for utilities. 33Landis+GyrSmart metering and grid-edge technology for utilities. 34OpenADR AllianceStandards body for the OpenADR demand-response communication protocol.

Aerial & Sensor-Based Asset Inspection

5 entries

Drone, thermal-imaging and analytics providers used to inspect solar, wind and grid assets.

35Raptor MapsSoftware that analyses aerial and field data to find faults in solar plants. 36ZeitviewAerial inspection and data platform for solar, wind and other infrastructure. 37SkydioAutonomous drones used for infrastructure and energy inspection. 38SitemarkDrone-based solar inspection and analytics software. 39PerceptoAutonomous drone-in-a-box systems for industrial site inspection.

Open-Source Tools, Research & Standards

7 entries

Open software, models and reports for energy forecasting, system modelling and digitalisation.

40LF EnergyLinux Foundation project hosting open-source software for the energy transition. 41OpenEMSOpen-source energy management system for storage, EV charging and building energy. 42OpenSTEFOpen-source short-term energy forecasting, hosted by LF Energy. 43PyPSAPython toolbox for simulating and optimising power and energy systems. 44EnergyPlusUS Department of Energy building energy simulation engine. 45IEA: Energy and AIInternational Energy Agency analysis of AI's electricity demand and its uses in the energy sector. 46IEA: Digitalisation and EnergyIEA report on how digital technologies are changing energy systems.

10 entries

Neighbouring pages on this site.

47Internet of Things (IoT)IoT hub. 48AIoTAI plus IoT. 49Digital TwinsDigital twin resources. 50IoT Data Analytics PlatformsPlatforms that process sensor and meter data. 51Top Data Center Power CompaniesData center power suppliers. 52Edge ComputingComputing at the edge. 53Digital InfrastructureDigital infrastructure hub. 54Drone TechnologiesDrone technologies and applications. 55SensorsSensor technologies. 56AI-Powered Building Energy Management SystemsFocused directory on building energy management.

Frequently Asked Questions

What is an AI-powered energy management platform?

Software that uses machine learning, forecasting and optimisation on meter, sensor and market data to decide how energy assets are operated, for example when to charge a battery, how to bid a renewable plant, how to cut building HVAC load, or which asset to inspect.

What is EnergyOS from AM Intelligence?

According to AM Intelligence's Greenko page, EnergyOS is an AI-powered energy management platform that inspects, monitors and optimises critical energy assets using aerial intelligence, thermal imaging and LiDAR mapping, and the company states it manages 50 GW and more than 200 TWh of energy. These are company statements. Note that other products also use the EnergyOS name.

What kinds of platforms exist?

Portfolio and trading optimisers for renewables and storage, building and industrial energy management, grid and virtual power plant software for utilities, aerial and sensor-based inspection, and open-source and research tools.

How do AI energy platforms use drones and thermal imaging?

Drones carry thermal and visual cameras (and sometimes LiDAR) over solar farms, wind turbines and power lines. Analytics software flags hot spots, damaged components and vegetation risks so that maintenance can be targeted. Several providers are listed in the inspection section.

Is this a ranking of the best platforms?

No. Rankings of energy software are usually vendor or market-research marketing. This page groups platforms by role and does not rank or endorse them.

Where does the information on this page come from?

Vendor websites, the AM Intelligence page named above, press reports where noted, and bodies such as the IEA. Vendor claims are attributed to the vendor, and products and ownership change, so check each source for current details.