Platform capabilities
Everything you need to run models at physical scale
The same infrastructure primitives as the home overview—expanded with deployment surfaces, observability, and control-plane detail.
Core primitives
Built for GPU orchestration, artifact safety, and operational clarity—without sacrificing the tactile hardware feel.
Elastic compute
Scale H100 pools with queue-aware autoscaling and zero-downtime rollouts.
Model registry
Immutable weight lineage, signed bundles, and one-click rollback for every deployment.
Deep analytics
Per-node telemetry, token economics, and bottleneck radar aligned to your SLAs.
Inference API
Low-latency edge routing, streaming responses, and per-tenant rate controls.
Private clusters
VPC peering, hardware isolation tiers, and customer-managed keys for regulated workloads.
Audit & compliance
Immutable access logs, exportable evidence packs, and SOC2-ready control mappings.
Control plane
Unified operations
One dashboard for clusters, quotas, deploy windows, and incident bridges—mirroring the command-center panels on the main site.
- Blue/green and canary releases with automatic health gates
- Runbooks and paging hooks wired to your on-call stack
Data plane
Predictable performance
Deterministic scheduling hints, KV-cache affinity, and batching policies tuned for transformer inference.
- Per-model QoS tiers and preemption rules you can edit in place
- Cross-region failover with session stickiness where it matters