Turn Business Challenges into insights with ML4Axon
Machine Learning can create lots of value in the business processes, when applied appropriately. The search for any solution needs to start with a business challenge. Once a Machine Learning solution has been created, it needs to be incorporated into the relevant processes to reap the benefits in business value.
Many companies recognize the benefits from using Axon Framework. It provides a scalable solution that offers an event-sourced way of keeping a perfect history ideal for auditing. If companies are working with Axon Framework, being able to predict certain things happening is important to them. The data from the Event Store can provide a lot of insights when operated on with the right tools and techniques. With Machine Learning much is possible in for example recognising patterns, predicting future trends, predicting individual behaviour by analyzing events and combining them with other data sources.
“We use Trifork’s Machine Learning services to better understand what our customers need from us in terms of server load. The accurate forecasts allow us to precisely estimate when we need to scale up the capacity of our trading platform to best facilitate energy trading in the marketplace.”
“The insights also help us understand whether and when the electricity system is at a higher risk of possible imbalance between supply and demand for certain periods of time. This helps all parties involved in the electricity network to identify in time when it is needed to scale up. This allows us to ensure the stability of the network and continue to meet energy demand.”
Jorrit Nijholt, Head of IT ETPA
On the Trifork tech blog a post was written on the technical aspects of Machine Learning with the Axon Framework. It goes into the three main principles of Axon; aggregates, repositories and events and how these can be use for Machine Learning.
You can read this blog here:
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