Using a Standardized API Format, Is That a Good Idea?

One of the common lessons learned is making sure you abstract in some way, the complexities of the underlying infrastructure away from the end user. And oo to make it specific, like a lot of these models in the anita serve a prediction and need to preserve a score. Making sure that score can be made accessible in a standardized way makes it easier to integrate actully those models into a production use case. Another reason for doing that: It becomes easier to adopt an integrade as velocity over the entire workflow gets higher.