In this session we will give an overview of the project of an end to end caliper implementation between Kaltura (as the data provider) and the Unizin UDP (as the consumer). We will discuss what was easy, what was more challenging, and how other institutions can look to do similar integrations in the future. We will also discuss strategies around data enrichment while in transit, with the goal of getting more useful data into the data store.