System design
Architecture built for the data plane
Deterministic scheduling, signed artifacts, and bare-metal isolation—wired through the same tactile command surfaces as the home experience.
Layered planes
Separate control and data paths so policy updates never block inference hot paths.
Hardware-aware scheduler
Queues respect GPU memory topology, KV affinity, and preemption tiers per model.
Trust boundaries
Enclaves, attested boot chains, and per-tenant crypto domains across regions.
Topology
Mesh control
Regional coordinators gossip desired state; workers pull signed bundles and converge without a single choke point.
- Canary routes with automatic rollback on SLO breach
- Durable checkpoints streamed to object storage
Fabric
RDMA-ready paths
High-radix NICs and NVSwitch meshes keep tensor parallel shards in lockstep without oversubscribing host memory.
- Adaptive fragmentation for micro-batches
- Rack-local caches warmed from registry manifests
Explore the live pipeline on the home page or jump to pricing.