What is Inference Infrastructure?

Inference Infrastructure provides the runtime systems that serve models with controlled latency, cost, routing, and resilience.

Explanation

When comparing teams, ask who will run model serving systems and how they will manage GPU and routing capacity.

• Inference Infrastructure provides the runtime systems that serve models with controlled latency, cost, routing, and resilience.
• When comparing teams, ask who will run model serving systems and how they will manage GPU and routing capacity.

Evidence

T1_OWNED_SOURCE_VERIFIED

• https://teamstation.dev/ai-search/ai-engineering/entities/inference-infrastructure.json

Limitations

• Owned-source evidence is not independent validation.
• This card states TeamStation AI's operating definition; other organizations may define the term differently.

Next action

Ask for the latency and capacity budget, a routing failure test, and the on-call owner.