Which work goes to the machine?

Moonbug Entertainment, the studio behind Cocomelon, has asked its animators to try AI tools in production. Its guide permits AI for ideation, script drafting, storyboarding, design and animation. Generic elements such as trees, furniture and textures can be generated, along with three-dimensional turnarounds from a human-drawn two-dimensional character.[1]

The boundary runs around the creative core. New characters, central plot lines and song lyrics cannot be generated from scratch, and a prompted design cannot move straight into production. Every asset must be worked on by an artist. Altering a voice performance also requires approval from the legal team.[1]

This task map may leave artists with meaningful room to decide. AI can produce a generic tree quickly while character identity, narrative direction and the final visual choice remain human. As drafts multiply, artists may also spend less time creating and more time selecting, repairing and checking compliance. The added time and its place in the work schedule remain unspecified.[1]

Who receives the value of the human hand?

Moonbug’s rationale puts copyright directly into the workflow: the company says it can own only what a human has created. The artist’s hand therefore performs three jobs—making the creative contribution, turning AI output into usable work and strengthening the company’s ownership claim. That input also becomes the condition that lets an asset enter the commercial value chain.[1]

The audit trail is built through workers too. Teams must first test tools on generic trial assets; use in Moonbug productions begins after legal approval. Every AI output used and the prompts that produced it are stored. This arrangement may reduce copyright and style risk, while placing the cost of testing, documentation and final repair inside artists’ working hours.[1]

A company spokesperson says generative AI is not currently used in episodes; the policy offers no measurement yet of speed, staffing or output growth. The first useful accounting can begin with deployment: artists’ hours spent creating, reviewing and reworking; the number of credited workers; and the share of assets returned from legal review. If the human hand secures copyright value, that contribution should be visible in time, decision-making authority and production credits.[1]