Collab ML is a platform that connects creators directly with brands for sponsorships across YouTube, Instagram, and TikTok. It is designed to help creators find and manage brand deals without agents, managers, cold outreach, or email chains. Creators can browse live campaigns, review briefs and budgets, set their rates, and submit proposals in one place. The platform supports campaign discovery and matching, pricing, and fit analysis, while providing a shared workroom for contracts, deliverables, revisions, and messaging.

Payments are protected through escrow: brands fund deals upfront, and creators are paid automatically once their content is verified as published. Collab ML also offers performance tracking at 30-, 60-, and 90-day intervals. Its process is organized around discovering campaigns, collaborating in a centralized workspace, and receiving payment after publication. The service is intended for both creators seeking sponsorships and brands looking to run creator partnerships, offering a direct, structured alternative to traditional outreach.