Muen Collective — an AI design studio

Every project is an agent loop: brief, references, plan, generate, review, ship. The agents carry the work between gates — research, drafts, assets, QA — instead of a person moving files.

Human-in-the-loop is structural, not a promise. The brief, the look, the review and the send are owned by a person. Nothing ships because a model was confident.

Project management designed for humans and agents: every task says whether an agent can take it or a person owns it, and the board shows both kinds of work in one place.

The Spine is a kanban and a graph in one. A style (SKU) is followed from idea to delivery and post-delivery: every reference, decision, asset and revision attached to the SKU, not to a folder.

Post-delivery stays in the method: the SKU keeps its history, so the next season, the next asset and the next team start from evidence instead of memory.