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Buoyant Use Cases

Six production use cases, easy to deploy on-premises, in your VPC, in AWS EKS, or migrate from one cloud provider to another.

Cut coding inference spend

Run coding assistants on open-weight models, with no per-token bills.

Intelligent routing

Send every request to the model and GPU best placed to serve it.

Inference SLOs

Meet time-to-first-token targets for every app, tenant, and model.

GPU utilization

Keep expensive GPUs busy and shared fairly across teams.

FIPS for FedRAMP, CMMC, HIPAA

FIPS 140-2/3 validated CP + DP. CMVP audit dashboard.

gRPC on Kubernetes

Per-request load balancing. Per-method canary. No app code.

Observability & reliability

Golden metrics, no instrumentation. Automation for trust anchor rotation.

Multicluster & failover

Federated services. mTLS across clusters. Cloud migration.

Cross-zone cost reduction

HAZL: In-zone when healthy, expand when load demands.

Zero trust in Kubernetes

Zero config strict mTLS. Workload identity. Rust data plane.