Accelerate Productivity in 2025

Reignite Growth Despite the Global Slowdown
DOWNLOAD YOUR 25 PAGE TOOLKIT

Executive Summary: Which are the Top 10 Load Forecasting Solutions to Watch?

  1. Elastic Energy (Canada): Connects distributed energy resources using AI and edge computing for predictive load forecasting and real-time grid optimization.
  2. Folivora Solutions (Germany): Provides a digital electrification platform combining forecasting, optimization, and simulation for energy-efficient operations.
  3. Pleevi (Belgium): Develops AI-based smart EV charging that forecasts renewable energy flows to balance grid demand and optimize sustainability.
  4. Twinetic (Germany): Builds digital twins for energy infrastructures to automate demand forecasting, CO2 accounting, and compliance reporting.
  5. Semaphore Energy (USA): Offers a power dispatch simulation platform modeling weather, pricing, and policy data for market forecasting and operational planning.
  6. Autonomous (Finland): Provides AI-driven forecasting and bidding optimization for energy storage, hydrogen, and industrial load management.
  7. SengEnergy (Moldova): Develops adaptive load forecasting using machine learning for renewable energy integration and grid reliability.
  8. Balun Energy (Austria): Combines wind analytics and machine learning for hyper-local renewable power forecasting and asset optimization.
  9. pvnode (Germany): Operates a photovoltaic data platform delivering API-based, high-resolution load forecasting for PV systems and connected devices.
  10. PowerXchange (India): Offers an AI-enabled load forecasting and blockchain trading platform to balance decentralized grid energy demand and supply.

Global Startup Heat Map highlights Emerging Load Forecasting Solutions to Watch

Through the Big Data & Artificial Intelligence (AI)-powered StartUs Insights Discovery Platform, covering over 9M+ startups, 20K+ technology trends, plus 150M+ patents, news articles & market reports, we identified the top load forecasting companies.

The Global Startup Heat Map below highlights emerging load forecasting companies you should watch in 2026, as well as the geo-distribution of 1100+ startups & scaleups we analyzed for this research.

According to our data, we observe high startup activity in the USA and India, followed by the UK. The top 5 Startup Hubs for Load Forecasting are London, Bangalore, Dubai, Austin, and San Francisco.

 

 

Meet Emerging Load Forecasting Solutions to Watch [2026]

We hand-picked startups to showcase in this report by filtering for their technology, founding year, location, funding, and other metrics. These emerging load forecasting startups work on solutions ranging from renewable energy forecasting and digital electrification to power dispatch platforms and Energy data Automation.

1. Elastic Energy – AI & Edge-based Load Forecasting Platform

  • Founding Year: 2023
  • Location: Canada

Elastic Energy is a Canadian startup that develops a platform that connects and controls distributed energy resources such as solar panels, batteries, electric vehicles (EVs), and smart devices. It uses AI and real-time edge computing to optimize asset usage and forecast energy loads.

This allows features like predictive load forecasting, continuous optimization based on price and grid signals, and direct participation in demand response programs. The platform supports secure, plug-and-play integration and real-time data visualization, benefitting asset managers, operators, and OEMs.

2. Folivora Solutions – Digital Electrification & Forecasting Software

  • Founding Year: 2023
  • Location: Germany

Folivora Solutions is a German startup providing a digital electrification platform that combines forecasting, optimization, and simulation. Its software connects real-time process data with mathematical models to optimize energy supply, workflows, and planning.

Key modules include procORe for energy forecasting, opticORe for optimization, simcORe for virtual simulations, and monicORe for monitoring, all integrated via edge or cloud infrastructure.

 

 

Applied in real estate, manufacturing, and infrastructure, Folivora enables continuous system adaptation, reduces inefficiencies in complex energy networks, and drives data-driven decisions, dynamic planning, and operational cost savings.

3. Pleevi – Smart EV Charging Forecast Platform

Belgian startup Pleevi offers an AI-powered smart charging platform for electric vehicles, engineered to optimize energy usage across professional charging sites.

The system schedules charging sessions by forecasting energy flows in advance, integrating real-time data on solar and wind generation, building load, weather conditions, and dynamic electricity prices.

 

 

This predictive approach enables the platform to balance grid constraints and local energy availability, thereby reducing peak demand and enhancing the utilization of renewable sources.

Pleevi provides businesses and facility managers with a cost-effective, scalable solution that aligns with sustainability goals and grid stability requirements.

4. Twinetic – AI-powered Energy Data & Demand Forecasting

  • Founding Year: 2023
  • Location: Germany

German startup Twinetic dvelops an AI-powered energy management platform that forecasts energy demand and optimizes supply across various energy forms.

It constructs a digital twin of an organization’s energy infrastructure by integrating data from diverse, manufacturer-independent meters, thereby enabling comprehensive analysis and real-time monitoring.

The platform employs machine learning algorithms to predict short-term energy consumption patterns and identify inefficiencies, facilitating automated CO2 accounting and reporting.

Twinetic assists organizations in reducing energy costs, minimizing emissions, and streamlining compliance reporting through a unified, scalable solution.

5. Semaphore Energy – Grid Simulation & Power Dispatch Platform

  • Founding Year: 2023
  • Location: USA

USA-based startup Semaphore Energy develops GridOptix, a cloud-based platform for simulating hourly power dispatch and flows using real weather data.

The platform integrates hub prices, carbon production, and hydro modeling to produce detailed, accurate market simulations.

It models and correlates weather data across scenarios and reflects real-world dispatch constraints, including fuel, transmission, storage, and policy limitations.

GridOptix provides actionable intelligence for energy planners for market pricing, resource adequacy, and operational planning, supporting informed decision-making in energy markets.

 

Want to Explore 1100+ Load Forecasting Startups & Scaleups?

Request Sample Database

 

6. Autonomous – Energy Storage Forecasting & Bidding Optimization

  • Founding Year: 2024
  • Location: Finland

Finnish startup Autonomous provides an energy storage forecasting and multi-market bidding optimization software that integrates AI-driven analysis with real-time electricity market data.

This supports complex energy sites with batteries, electrolysers, hydrogen storage, and flexible industrial loads, providing precise price forecasts and optimized asset utilization.

By enabling informed trading and operational decisions, Autonomous helps clients maximize revenue from their energy assets while aligning with evolving power system dynamics.

7. SengEnergy – Renewable Load Forecasting & Grid Optimization

  • Founding Year: 2023
  • Location: Moldova

Based out of Moldova, SengEnergy is a startup that develops advanced load forecasting solutions that leverage artificial intelligence to optimize energy management.

It employs machine learning algorithms to analyze historical consumption data, weather patterns, and other relevant variables, enabling accurate predictions of electricity demand across various time horizons.

 

 

The system integrates real-time data streams and adaptive models, allowing it to adjust forecasts dynamically in response to changing conditions. This approach enhances grid reliability, supports the integration of renewable energy sources, and improves operational efficiency.

8. Balun Energy – Hyper-Localized Renewable Power Forecasting

  • Founding Year: 2023
  • Location: Austria

Austrian startup Balun Energy provides hyper-localized power production forecasting for renewable energy operators by combining machine learning with data, including wind speed, direction, rotor position, and pitch angle.

It processes this data to generate plant-optimized forecasts, enabling operators to align production with market demands.

Balun Energy integrates real-time asset connections with market analytics to deliver actionable insights through an online portfolio dashboard.

This allows users to monitor production, balance costs, revenue streams, and forecast quality while performing scenario analyses.

9. pvnode – Photovoltaic Load Collection & API Forecasting

  • Founding Year: 2024
  • Location: Germany

German startup pvnode designs a photovoltaic data platform that integrates high-resolution load forecasting with environmental and system-specific variables.

It processes 15-minute interval time-series data, incorporating factors such as solar irradiance, weather conditions, topography, snow accumulation, shading, and soiling to construct precise physical models of PV system performance.

Additionally, the platform models energy consumption patterns from devices like heat pumps and air conditioning systems, as well as battery storage behaviors, to provide a holistic view of energy dynamics.

pvnode offers seamless API access to recent, forecasted, and historical data, facilitating applications in monitoring, planning, and optimization.

10. PowerXchange – AI & Blockchain-based Load Forecasting

  • Founding Year: 2024
  • Location: India

Indian startup PowerXchange offers an AI-driven load forecasting platform that predicts energy demand and supply across decentralized grids.

The company employs artificial intelligence to analyze real-time consumption data, weather patterns, and historical usage, generating precise short- and medium-term load forecasts.

The platform’s plug-and-play integration facilitates seamless deployment with existing energy management systems, and its real-time dashboard provides users with up-to-date insights into energy production, consumption, and trading activities.

Through these features, PowerXchange enhances grid reliability, supports the integration of renewable energy sources, and promotes a more sustainable and efficient energy ecosystem.

Discover All Emerging Energy Startups

The energy startups showcased in this report are only a small sample of all startups we identified through our data-driven startup scouting approach. Download our free Energy Innovation Report for a broad overview of the industry or get in touch for quick & exhaustive research on the latest technologies & emerging solutions that will impact your company in 2026!