Our AI platform provides energy retailers around the world a quick and easy way to leverage the power of their own data. At USIO we believe the next generation of energy suppliers will look and feel more like very efficient platforms where consumers can buy (and sell) energy to match their energy lifestyles. USIO is helping its clients with this transformation.
The core of USIO’s technology centres around learning about the energy lifestyles of individual customers. We learn from thousands and thousands of patterns to build an accurate real-time picture of the energy lifestyles of each and every one of your customers.
State-of-the-art algorithms enable energy retailers to better trade and balance their portfolios.
Learned customer profiles allow market segmentation tailored to specific business objectives.
Resolving energy surpluses and shortages locally reduces grid losses and transmission charges.
Tailor-made tariffs for customers with similar energy lifestyles benefits both suppliers and households.
Identifying individual household appliances allows recommendations on shifting loads. This reduces costs, improves grid efficiency and makes best use of renewable sources.
We've built our unique AI platform from the ground up using the latest advances in neural networks and deep learning. Neural networks learn new features on the fly and adapt to changes in a customer's usage without human intervention.
By learning from your customers' smart meter data our neural network technology is able to create a unique representation of each customer's consumption pattern. This includes learning about their weekly, monthly and seasonal usage patterns as well as their unique behaviour during holidays and other special events.
Over time USIO's AI learns each household's energy consumption patterns. This is how our neural network "sees" each consumer.
Neural networks can learn more complex patterns and dependencies than other techniques, and are at the core of recent advances in computer vision, language modelling and forecasting from large streams of data.
Below is an example of an individual customer's model that was able to detect a customer's holiday and adapt the forecast accordingly.
We bring together experienced utility executives, cutting-edge data scientists and software engineers with a proven track record of building scalable platforms.
USIO offers quick-to-launch pilot set-ups where we are able to analayse your smart meter data and start generating insights immediately.