Scaling Machine Learning to the Cloud

The cloud makes it easy for teams to build and then deploy a lot of different applications, because they don't have to worry about infa structures. What we see is an every company that starts using machine learning, ino, forse, they have one or two use cases that have no clear a value and are really important for them to do. So how can we actually get lots of these and allow, you know, more of our, our company to use machine learning? It needs to be very easy to productionize and maintain these existing ones. That's where this kind of infa structure becomes especially important.