00Case Studies
Results speak in measurements.
We publish both T2 anonymized cases and T1 public cases. Each case specifies the workload, scale, measurement assumptions, and result metrics, along with the Luxe Series products used. Filters by industry, workload, scale, and products used go live in Phase 1B.
01Cases
Proven results — 8 real-world cases.
- Research InstituteTIER T2
GPU utilization 30% → 78%
- GPU utilization
- 78%
- Change
- +48%p
AI Training (Multi-tenant)80 GPUs / 60 usersLuxe VisionLuxe Vantage - Enterprise AI DivisionTIER T2
300-node H100 cluster deployment
- Performance vs. spec
- 96%
LLM Training (~70B)300 H100 nodes / NDR InfiniBand / 12PB storageLuxe Orbit - National Research InstituteTIER T2
Zero-downtime Spectrum Scale 5.2 migration
- Service downtime
- 12 min
Parallel Filesystem Migration12PB / 1,200 concurrent usersLuxe Ray - UniversityTIER T2
Automated per-department chargeback
- Billing effort
- −90%
Multi-tenant GPU Billing120 GPUs / 8 departmentsLuxe Vantage - Public SectorTIER T2
RFP drafted in 30 days — procurement won
- Top-ranked proposal
- 6/6 evaluators
AI Supercomputer RFPBudget KRW 20B / ~200 GPU nodes - Bioscience Research LabTIER T2
Unified alerting across heterogeneous hardware
- Overnight on-call pages
- −67%
Unified Hardware Monitoring80 servers (Dell + HPE + Supermicro)Luxe Ray - Gaming / AI SubsidiaryTIER T2
RoCEv2 400G cut costs 28% vs. IB — with no efficiency loss
- 5-year TCO reduction
- −28%
Mixed AI Inference + Training64 GPU nodes / RoCEv2 400Gbps - Enterprise R&DTIER T2
OS redeploy in 12 minutes — 200 nodes at once from a single command
- Cluster reprovisioning
- 12 min
Zero-touch 200-node Cluster Bootstrap200 GPU nodes + management server HALuxe Orbit