Creating real-time predictions
Use your ML deployment to predict future outcomes on new data.
Your experience is different if your tenant administrator has turned on the New platform navigation setting in the Management Console. For example, ML Model Management is renamed to ML deployment and there are updates to the navigation bar. For more information about other aspects of the new navigation experience, see New platform navigation.
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.
An API key is required to use the real-time prediction API. A user must have the Developer role in the tenant to generate an API key.
For more information about the prediction API, see AutoML Real time Predictions.
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.
Real-time predictions pane
![Click to view full size Real time predictions pane.](../../Resources/Images/automl_model-management-real-time-predictions.png)
Requirements and permissions
To learn about the permission requirements for working with ML deployments and predictions, see Working with ML predictions.