Precise Weather & Process Forecasting with AI: Why It’s Time for Companies to Act

In times of volatile energy markets, growing sustainability demands, and increasing technical complexity, one thing is becoming clear: weather data is no longer just “nice to have” – it’s a critical business asset.

Traditional weather forecasts are no longer sufficient for the demands of modern businesses. What’s needed are AI-powered, process-specific forecasts tailored to individual sites and operations.

The Challenge: Weather as a Source of Uncertainty

Whether it’s heating networks, solar power plants, or manufacturing facilities – weather influences key business processes.
Yet many companies still rely on coarse standard data, outdated Excel models, or internal estimates. The consequences:

  • Overestimated energy deployment
  • Inaccurate power market strategies
  • Inefficient maintenance and production planning

The result: unnecessary costs, lost potential, and reduced competitiveness.


The Solution: The alitiq engine

The alitiq engine is an AI-based forecasting platform built on billions of historical weather observations, combined with cutting-edge deep learning algorithms. The outcome: forecasts that are up to 40% more accurate than conventional models.

Key Benefits:

  • Hourly updated forecasts for PV yield, heat demand, and hydropower generation
  • Custom modeling based on your system and location
  • Web API for seamless system integration
  • Scalable across multiple sites or operations

Who Benefits Most?

  • Municipal utilities & energy providers looking to optimize district heating and electricity production
  • Industrial companies with weather-sensitive processes and energy consumption
  • Consulting firms & engineering offices searching for innovative solutions for their clients
  • Smart grid and digital energy projects that require real-time data inputs

Sustainability Meets Profitability

A real-world example: A regional utility was able to reduce its gas consumption by 12% through more accurate heat load forecasts – while maintaining high supply reliability.
Solar operators benefit from improved forecasts through more effective spot market trading – leading to measurable revenue increases.


Conclusion: Precision That Pays Off

Weather is becoming increasingly unpredictable – your business processes shouldn’t be.

If your operations depend on weather, you need more than just a weather app. The alitiq engine provides an intelligent early-warning system that turns complex data into actionable business decisions.

Explore more

Präzise Wetter- & Prozessprognosen mit KI: Warum Unternehmen jetzt handeln sollten

In Zeiten volatiler Energiemärkte, wachsender Nachhaltigkeitsanforderungen und technischer Komplexität wird eines immer deutlicher: Wetterdaten sind nicht nur “nice to have”, sondern ein geschäftskritischer Faktor. Doch klassische Wettervorhersagen reichen für die Anforderungen moderner Unternehmen längst nicht mehr aus. Was gebraucht wird, sind prozessscharfe, KI-gestützte Prognosen, die exakt auf den jeweiligen Standort

Read more »

You are interested?

Arrange a non-binding consultation with your personal contact Matthias Habel immediately.

 

Do you need other energy forecasts? The alitiq engine can work with any target values. That’s why we can also forecast your process individually!


Talk to our forecasting experts!