Orchestrating Creative Systems with AI Copilots

Pair human intuition with orchestration layers that keep AI helpers aligned.

Creative work benefits from clear orchestration layers. Define interfaces, checkpoints, and feedback loops so AI copilots can support—rather than override—human judgment.

Three layers

  • Strategy: goals, constraints, and success signals.
  • Orchestration: prompts, tools, and handoffs.
  • Execution: content generation, review, and iteration.

Treat prompts as evolving APIs, not one‑off commands.