Beyond One-Shot Prompting: Tiered Model Routing in Production AI
As AI-powered creative workflows mature, professional teams are moving beyond one-shot prompting and adopting tiered model routing to improve efficiency and output quality. By assigning different AI models to ideation, refinement, and video generation stages, creators can balance speed, fidelity, and cost more effectively. This article explores how production teams structure multi-model AI pipelines to optimize generative media workflows at scale.