Scale AI Infrastructure

Deploy production-ready H100 & H200 clusters with zero wait time.

Infrastructure for Real-World AI

GMI Cloud provides the high-performance infrastructure required for a wide range of demanding AI workloads. We empower enterprises and startups alike to innovate faster, with solutions for the categories below.

Generative AI & MediaReal-Time AI Inference

Real-time AI Inference on GPU Cloud

Scalable AI Training and Inference for Media & Entertainment

Higgsfield partnered with GMI Cloud to bring cinematic generative video to a global audience. Our GPU Cloud provides the foundation for delivering studio-quality creativity with intuitive tools, while reducing compute costs by 45%.

45% DecreaseCompute Efficiency

65% ReductionInference Latency

AI Research & PrototypingLarge-Scale AI Training

Large-scale Model Training on Distributed GPU Infra

High-performance, Globally Distributed AI Training

Leveraging U.S.-based high-performance GPU clusters and 24/7 operations, Reflection AI trains frontier open models reliably across regions to support research and deployment.

AcceleratedTraining Speed

24/7 GlobalGPU Capacity Access

AI Research & PrototypingGenerative AI & MediaLarge-Scale AI Training

Foundational AI Training on Dedicated GPU Clusters

Flexible, Cost-Efficient Infra with Buy-to-Own

Accelerating foundational model training for video-aware audio generation via customized GPU clusters and flexible buy-to-own contract structures.

22% FasterIteration Cycles

15% LowerLong-term Costs

Generative AI & MediaReal-Time AI Inference

AI Video Training & Real-time Inference on GPU Cloud

Scalable AI Video Creation and Cinematic Production

Utopai accelerated model development, enhancing production quality, and extending creative reach while cutting costs in half. GMI Cloud's elastic GPU clusters, inference engine, and expert engineering support have enabled Utopai Studios to turn visionary storytelling into scalable cinematic production.

50% LowerCompute Costs

8x ParallelCreative Workflows

Enterprise AI InfrastructureLarge-Scale AI Training

Foundational AI Training on Dedicated GPU Clusters

Scalable AI Infrastructure for Legal AI Workloads

LegalSign.ai accelerated mission-critical contract intelligence workflows by leveraging high-performance computing to reduce training bottlenecks and iterate models 20% faster.

15% IncreaseInference Accuracy

20% SavingTotal Compute Spend

Enterprise AI InfrastructureGenerative AI & Media

Secure AI Video on Sovereign GPU Infrastructure

Culturally Sensitive Creative Workflows

Achieved cinematic-quality music video results in a secure cloud environment, protecting intellectual property while accelerating production timelines by 70%.

70% FasterProduction Timeline

50% LowerProduction Cost

Synthetic Data & AI InfrastructureElastic MaaS

Multi-Model Synthetic Data Generation on GMI Cloud

Scalable AI Infrastructure for Premium Data Generation

Analogy AI uses GMI Cloud to run complex multi-model synthetic data workflows with higher throughput, lower cost, and support for high-fidelity generation beyond single-model limits.

~4x FasterGeneration Throughput

4K EnabledHigh-Fidelity Data Workflows

Lower CostElastic Compute Efficiency

Real-Time AI InferenceElastic MaaS

Open-Source Model Inference powered by GMI Cloud MaaS

Scaling Open-Source Inference for the World's Largest Model Marketplace

OpenRouter uses GMI Cloud's Model-as-a-Service platform to serve high-volume open-source models with production-grade uptime, rapid model onboarding, and cost-effective inference through one unified API.

99% UptimeModel Serving Reliability

2T Tokens / WeekOpenRouter Traffic Served

Engineered for Performance. Proven in Production.

Across industries and geographies, teams rely on GMI Cloud for dedicated GPU infrastructure and cluster environments engineered for production AI.

High AI Performance

Sustained training and inference under production load.

Dedicated GPU Resources

Single-tenant NVIDIA GPU infrastructure with workload isolation.

Infrastructure Agility

Scale from single-node deployments to distributed GPU clusters.

Deep AI Expertise

Engineering support for production AI deployment and optimization.

Ready to run production AI workloads?

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