Before any approved expert takes their first task, they complete Bloom, our structured training program that covers quality standards, task mechanics, and platform policies from the ground up.
A physician who understands clinical medicine doesn't automatically understand what “correct” means in the context of an annotation rubric. A lawyer with 20 years of experience may still submit inconsistent outputs if they haven't been told what consistency means to a machine learning pipeline.
Bloom bridges that gap. It takes experts who are already exceptional in their field and teaches them how to apply that expertise in a way that produces reliable, high-quality AI training data, every time.
Step through the curriculum in the order an expert sees it. Task access unlocks after the quiz.
An introduction for experts new to AI: how models learn, where people come in, the kinds of human data work, and why your field expertise is what matters.

Most experts complete all three modules and the qualification quiz in about 30 minutes. You can pause and resume at any point.
No, Bloom is unpaid, and we would rather be straightforward about that than dress it up. What you get for it is being staffable immediately when a contract lands.
No. Bloom makes you eligible and ready, it does not assign you anything. Work comes when a client project needs your specific expertise. A quiet inbox is not a rejection.
No. Bloom is unlocked once your application has been reviewed and approved.
Bloom is unlocked after your application is approved.