Bootstrap and manage your data

Note

These release notes describe functionality that may not have been released yet. To see when this functionality is planned to release, please review What’s new and planned for Dynamics 365 Fraud Protection. Delivery timelines and projected functionality may change or may not ship (see Microsoft policy).

Data is the cornerstone of good decisions. You can bootstrap your historical data into Dynamics 365 Fraud Protection to increase the accuracy of your risk decisions. Bootstrapping includes data containing purchase, chargeback, and other key signals, like merchant and bank decisions, that help improve fraud detection. Using this historical data accelerates the process of priming our machine learning model.

You can choose to bring data streams from your Microsoft Azure repository into Dynamics 365 Fraud Protection, map them to the base/extended ontology, and set up a one-time or recurring bulk data ingestion jobs to populate the knowledge graph. With Dynamics 365 Fraud Protection, you can monitor the reliability of these recurring bulk ingestion jobs, detect missing or malformed data, and get alerted about failures.