Hi, sorry I missed this is earlier! We're in many ways complementary to weak labelling techniques (like Snorkel) and are actually working to include them in the tool. We think weak labelling is a great way to overcome cold starts and active learning then helps you improve rapidly.

The big difference between us and Snorkel is our emphasis on active learning and HITL deployment. We think the existing paradigm of ML deployment is very waterfall and slow.

Would love to hear about the annotation interface your building. Agree there should be one place with all those features! (We're hoping it will be Humanloop ;) ).