[tixocloud]

We use Jenkins for our builds (and soon simple testcases), which then feeds into our system that's built from scratch. However, we are looking to productized the system as we had some discussions with other corporate partners who are interested in as well.

The system we've built in-house is fairly simple to keep development fast - versioning is manual (https://packaging.python.org/guides/hosting-your-own-index/) but no reason why you couldn't use a repository manager.

For monitoring, we essentially track any activity related to the model including inputs, outputs, timestamps, duration, etc. to a database and have JavaScript charts render. We might put this into Kafka but seems overkill at the moment and likely force us to hire an actual support team.