Ravenwits

The core business of Ravenwits is providing a predictive analytics platform powered by AI specifically for the renewable energy industry. The platform applies machine learning to forecast renewable energy production in real-time, helping clients optimize their output. It serves a range of clients including solar farm managers, power grid managers, energy traders, and asset managers. Ravenwits develops customized AI projects for clients, focusing on predictive, logistical, and optimization challenges. The service provides forecasts for how much energy a solar or wind farm will produce in the coming hours and days.

Ravenwits's product leverages state-of-the-art Deep Learning techniques, including convolutional neural networks and transformer architectures, built upon an AWS-based platform for reliability. By combining data from multiple meteorological providers with these advanced models, the company aims to deliver highly accurate forecasts for wind and solar energy generation. The platform is designed to be scalable and adaptable, catering to everything from large-scale solar farms to smaller self-consumption systems and refining energy demand models to account for the growing impact of self-consumption. The company has not yet received external funding.