Managed does not mean operationally invisible.
MODEL SERVINGENTERPRISE AI ARCHITECTURE
Managed Model API Architecture
Managed model APIs outsource inference infrastructure while applications retain responsibility for routing, data policy, quality and fallback.
The enterprise gateway abstracts vendor APIs and collects standard telemetry while provider health feeds routing decisions.
Which responsibilities remain yours when the provider operates the GPUs?
REMEMBERManaged inference shifts infrastructure ownership, not product accountability.
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