A practical staging checklist for teams that want multi-model access, better cost control, and fewer provider-specific rewrites.

Most teams do not start with a model-routing strategy. They start with one provider, one API key, and one feature that finally works.

That is fine for a prototype. The problem usually appears after the feature becomes useful:

usage grows faster than expected;

one model is too expensive for routine tasks;