Deployments

Accelerated infra, in production.

A few fabrics we're allowed to talk about. Ask for MLPerf logs and $/token sheets on a call.

Genomics • 64×H100 IB

Foundation training sprint — 11 days

32→64 H100 burst, FSDP, 15-min checkpoints. 2.3× faster than prior cloud, $18k saved vs. list. 58% MFU sustained.

H100SlurmDeepSpeedNVMe→S3
Legal • Sovereign RAG cloud

12M docs on on-prem A100s

Hybrid search + rerank + citations, permission-aware. 94% attorney approval, 11× cheaper inference via distilled 8B on L40S.

A100vLLMQdrantDistilled 8B
Logistics • Voice at scale

31k hrs/mo transcribed + scored

Streaming Whisper + LLM QA on persistent A100 workers. Driver dispute time −71%, 800ms E2E.

A100LiveKitK8s autoscale
SaaS • Inference factory

70B quality at 8B cost

2×L40S + semantic cache + speculative decoding. 4,000 tok/s, $0.28/1M tokens, 3.2s p95. API bill −89%.

L40SvLLMRedis cache
Get similar results →