AI gateways emerge as critical enterprise infrastructure layer
As AI models move into production, enterprises need the same reliability guardrails they demand from databases and APIs: predictability, resilience, observability.
AI gateways—middleware that sits between applications and models—handle rate limiting, failover, monitoring, and compliance checks at scale.
The pattern mirrors how load balancers and service meshes became non-negotiable for web infrastructure five years ago.