You can create custom predictive scenarios to realize use cases for propensity scoring based on your own data source. The created predictive scenario contains the name of the score, a description, where it will be available in the marketing solution and design the tile for contact profile.
Preferably, data preparation, predictive model building, model training and score calculation is done externally. Internal training of predictive models is not recommended.
External scores can either be based on predictive algorithms in SAP Data Intelligence or on any other data science platform. The calculated scores can be pushed to SAP Marketing Cloud using the score API.
The image below depicts the Create Scenario screen within the Predictive Scenario settings:
To create a custom predictive scenario based on externally calculated scores, follow the steps described in the graphic below: