Renewable energy

Improve decision making, powered by space data. When milliseconds and margins matter, Spire delivers timely, accurate, and exclusive weather intelligence—so you can optimize, hedge, and win the market.

Powered by cutting-edge AI and satellite-driven data, this innovative solution delivers high-precision forecasts to optimize trading strategies, enhance grid reliability, and maximize efficiency. Designed for energy traders, utilities, and investors, Spire’s Power Generation Forecast empowers you to anticipate fluctuations, manage risk, and capitalize on opportunities in the fast-evolving renewable energy landscape.

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How Spire’s Power Generation Forecast works

Our AI-driven renewable energy forecasts translate our satellite-derived data into a competitive trading advantage:



  • Satellite-driven data

    Our High-Resolution Forecast model captures small-scale atmospheric changes that impact solar and wind output.

  • AI optimization

    Machine learning refines predictions using historical weather and power generation data.

  • Continuous improvement

    Ongoing AI refinements and satellite data integration for ever-increasing accuracy.

  • Actionable results

    Translate raw data into strategic decisions for trading, grid management, and more.

    • Global coverage

      Forecasts tailored to key energy markets, including France, the Netherlands, Germany, Austria, Hungary, the United Kingdom, and ERCOT. Additional markets coming soon.

    • Hourly insights

      Get megawatt (MW)-level power output estimates updated hourly for wind and solar, at national or regional scales.

    • Confident decisions

      Probabilistic forecasting and multi-model signals help to quantify uncertainty and refine risk management, empowering traders and utilities with earlier visibility and unlocking smarter bids and greater confidence.

    An optimized & more accurate weather forecast for your specific farm

    High resolution and accurate weather data enabling renewable energy operations anywhere in the world.

    Understanding and managing the weather is the key to successful and profitable energy farms. Spire provides indispensable information for safe and efficient management of your solar and wind farms.

    Creates an optimized and more accurate forecast for a specific wind farm

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    Get started today

    Ready to transform your renewable energy strategy?

    Experience the precision of Spire’s Power Generation Forecast firsthand.

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    Our weather data making an impact in the real world

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    Spire Power Generation Forecasts deliver precision for renewable energy markets

    AI-driven forecasts powered by satellite data give energy traders and grid operators the accuracy they need to stay ahead.

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    In a world where volatile weather increasingly disrupts industries from energy trading to agriculture, Spire Global is leading the charge in AI-driven weather forecasting with the introduction of its AI-S2S model, which offers comprehensive weather forecasting capabilities extending up to 45 days.

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    How weather-driven volatility in energy markets creates profit opportunities

    As renewable energy production surges and electricity production becomes increasingly weather-dependent, forward-thinking businesses are seizing new opportunities to act like energy traders – with the help of AI weather forecasting tools.

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