Model Portability Becomes Margin Discipline

Projection: Application companies will measure how quickly context, evaluations, and workflows can move between model providers without degrading outcomes. Portability is not the moat itself; it is a margin discipline that limits dependency and preserves negotiating leverage. Adoption becomes visible in provider-switch drills, dual-running evaluations, and disclosed migration cost.