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MLOps & Infrastructure · intermediate · concept 213 of 311 · Updated Nov 4, 2026

Model Routing & AI Gateways

An AI gateway sits between an application and its model providers, handling routing, fallback, rate limits, logging and cost control through one interface. Routing sends each request to a suitable model, cheap for simple work and strong for hard work. This reduces dependence on one vendor, though it adds a component and a data path that must be trusted.

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Key terms

FallbackProvider routingRate limitsCost controlVendor lock-in

Where you meet it in the real world

Multi-model products, enterprise AI governance, cost-tiered assistants