Creating real-time predictions

Use your ML deployment to predict future outcomes on new data.

Predictions can be made in real time using the prediction API, such as real-time decisions about customer discounts at checkout. When predictions are generated, you can load the predictive insights into a Qlik Sense app. This lets you visualize and interact with the data and create what-if scenarios.

Using the real-time prediction API

The Real-time predictions pane in ML model management gives you access to the real-time prediction API.

The real-time prediction API is a two-way communication between AutoML and other capabilities in Qlik Cloud, including Qlik Sense and Automations, as well as external applications. You can use the API to programmatically make predictions by passing data to a model and retrieve the prediction results in real time.

An API key is required to use the API. A user must have the Developer role in order to generate an API key.

For more information about the prediction API, see AutoML Real time Predictions.