In a Kubernetes context, an AI Gateway refers to network gateway infrastructure (including proxy servers, load-balancers, etc.) that generally implements the Gateway API specification with enhanced capabilities for AI workloads. Rather than defining a distinct product category, AI Gateways describe infrastructure designed to enforce policy on AI traffic, including: Token-based rate limiting for AI APIs.Fine-grained access controls for inference APIs.Payload inspection enabling intelligent routing, caching, and guardrails.Support for AI-specific protocols and routing patterns.
Announcing the AI Gateway Working Group
LIVE from NVIDIA GTC 2026 - Talking Heads Ep.425
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