How Verta Fits in With Data Science Teams

Once a model is deployed in a production, it's sort of a real living thing. And if you're a data that you're feeding to the model, no longer looks like the data that was trained on, it's going to start producing pretty bad results. In our system, we provide model monitoring out of the box. So if you version your model using Verta and then you deploy it using Verta, we start tracking the data that your system is getting. If you log the training data, when you version the model, then we know what the training distributions are that you were expecting.