Michał

When solar panels first landed on my roof, my IT-driven brain immediately started looking for data. I wanted precise forecasts to truly manage my home's energy. I tested the solutions available on the market, but I was always left wanting more. Most offered generic "one-size-fits-all" data, while the more advanced ones were either locked within proprietary manufacturer ecosystems or required expensive subscriptions that undermined the actual ROI of the solar investment.

I decided to use my experience in IT to build an ecosystem that is open, precise, and focused on real-world profitability for the PV owner.

Most forecasting apps work "off the shelf" — they provide the same generic answer to everyone in your area. I wanted more. With Volcast, instead of relying on approximations, I went back to the fundamentals: celestial mechanics, satellite data, and advanced mathematics.

At the core of the system is a proprietary auto-calibration engine utilizing a Kalman filter — the same technology used to stabilize rocket flight in aerospace engineering.

Because of this, the app doesn't just "give you the weather." It learns the unique characteristics of your roof every single day. The system analyzes your actual yields and constantly adjusts the model, accounting for your panel tilt, local micro-conditions, and even dust accumulation. This is the level of personalization that was missing from other tools — precision that translates into real savings.

At Volter Labs, I believe in full transparency. I am a solo founder and the architect of this solution, but Claude AI has been my primary partner in coding and optimizing the algorithms.

By combining my technical expertise with the power of Artificial Intelligence, I was able to build an engine (based on solar physics and Kalman filters) that rivals solutions from large corporations, while maintaining the agility of a small, independent laboratory.