As enterprises adopt more models, a unified API gateway becomes the critical entry point — handling auth, rate limiting, multi-model routing, cost metering and auditing.
In multi-cloud setups, the gateway routes requests by policy to Bedrock, Vertex AI or self-hosted clusters, metering each tenant’s token usage.
CnCloud has deep experience with AWS GPU clusters and multi-cloud Kubernetes scheduling.