Hi AgitatedDove14

For example version control, A/B testing, shadow testing, rollback etc..
We can use conventional solutions that we already use. Like Helm and Istio.

But for example is there any tools that gives more insight into model performance in production? or gives more knobs and settings specific for AI.
using common microservice deployment frameworks will be limiting.

I found some solutions (KubeFlow, Seldon Core, http://run.ai , MLFlow, …) but haven’t got to look at them really.