Run the model.
Own the metal.
VEXON is a private inference plane for frontier-scale models. Deterministic latency, audited isolation, and throughput that holds when everything else is on fire.
Built for teams that measure in p99s
Every layer of VEXON was written for the failure case first. The happy path is just what is left over.
Deterministic latency
Static batch scheduling and pinned KV-cache placement. Your p99 stops being a weather report and becomes a contract.
Hard tenancy
Single-tenant GPU partitions with attested boot. Your weights, your tokens, your VRAM — nobody else's neighbors.
Zero-drama scaling
Warm pools sized from your own traffic history. Scale events complete in seconds, not incident channels.
One request, four honest stages
No hidden hops, no mystery queues. This is the entire journey of a token through the VEXON plane.
Ingress
mTLS edge termination in-region. Requests are signed, sized and admission-checked in under 300µs.
Scheduler
Deadline-aware batcher forms micro-batches against your latency budget — never someone else's.
Execution
Compiled kernels on dedicated accelerators with pinned memory. No preemption, no noisy neighbors.
Egress + audit
Streaming egress with per-token accounting. Every request leaves a tamper-evident audit line.
Numbers we will defend in your war room
Measured on a 70B-class model, 2k in / 512 out, sustained production traffic. Full methodology in the docs.
Paranoia, productized
Security posture is not a PDF here. It is the architecture.
Attested execution
Every node proves its boot chain before it may hold a single weight. Attestation receipts are exposed via API.
Zero retention by default
Prompts and completions are never written to disk. Retention is opt-in, scoped and cryptographically erasable.
Customer-held keys
Bring your own KMS. VEXON operators cannot decrypt your traffic — mathematically, not contractually.
Continuous red-teaming
An internal adversary team attacks the plane weekly. Findings ship to customers in a signed digest.
Capacity is allocated, not sold
We onboard a small number of teams each quarter to keep the fleet honest. Tell us about your workload and we will respond within two business days.
No demos. No drip campaigns. One reply.