Jobbit's agents build apps, documents, research and media, and when a job needs a person (a designer, an accountant, an electrician) they brief and hire a vetted expert from our own network, with payment held in escrow. Every task runs one loop: Assign, Execute, Record, Improve. With consent, each finished job becomes first-party data that Jobbit Labs turns into evaluations and world models for physical AI.