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Inference Engine by GMI Cloud

Inference Engine by GMI Cloud

Fast multimodal-native inference at scale

Overview

What it is

GMI Cloud Console lets AI teams deploy and scale GPU clusters instantly — from single inference nodes to multi-region AI factories. Manage bare metal, containers, firewalls, and elastic IPs in one unified dashboard. Built for speed and transparency.

Intent

I need it when

Run large language models and multimodal AI at scale with guaranteed performance

GMI Cloud offers production-ready APIs for LLM and multimodal models with multi-tenant isolation for predictable performance, 99.99% platform availability, and RDMA-ready networking for sustained throughput under load.

Access global GPU infrastructure with compliance and enterprise support

GMI Cloud provides GPU regions across North America, Europe, and Asia-Pacific with <200ms cross-region latency, SOC 2 and ISO 27001 compliance certifications, 24/7 operations support, and SLA-backed performance for mission-critical systems.

Scale from prototype to production without re-architecting infrastructure

The platform enables seamless transition from serverless APIs to dedicated GPU clusters. Users start with on-demand elastic scaling and move to reserved capacity as workloads stabilize, maintaining the same stack without architectural changes.

Reduce AI inference costs while maintaining enterprise-grade reliability

Commitment-based pricing structures reduce unit GPU costs for long-term workloads. Usage-adaptive pricing allows flexible transitions between on-demand and committed deployments. Enterprise customers report 45% lower compute costs with 99.9% request success rates.

Deploy production AI models with automatic scaling and predictable costs

GMI Cloud provides serverless inference by default with automatic scaling to zero, built-in batching, and latency-aware scheduling. Users achieve 3.7x higher throughput and 30% lower cost compared to alternatives, with transparent hourly GPU pricing and no hidden fees.

Drop

Not a fit when

  • User needs CPU-only inference without GPU acceleration
  • Organization requires on-premises deployment with no cloud infrastructure
  • Workload demands sub-millisecond latency across multiple continents simultaneously
  • Budget is extremely constrained and cannot accommodate hourly GPU costs
  • Use case requires proprietary hardware or non-NVIDIA GPU platforms
Commercials

Pricing

USD2 - USD8 / monthly View pricing