Maximize tokens per dollar

Moreh optimizes everything from hardware to GPU kernels, distributed inference, and models to enable customers’ cost-effective generative AI.

Optimal LLM Deployment on Any Environment

Option 1

On-Premises Inference Box

The easiest and most affordable way to deploy LLMs in your company.

What Moreh can deliver

  • Cost-effective AMD GPU server

  • Moreh vLLM

  • Intuitive web-based UI

  • Installation & maintenance service

Option 2

On-Premises Cluster

The most cost-effective and scalable solution for large-scale LLM services.

What Moreh can deliver

  • Cost-effective AMD GPU servers

  • Cost-effective networking
  • Moreh vLLM
  • MoAI Inference Framework
  • Intuitive web-based UI
  • Flexibility to use GPUs for training purposes
  • Installation & maintenance service

Option 3

Cloud-Hosted API Service

Fast, hassle-free LLM deployment — no physical infrastructure required.

What Moreh can deliver

  • API endpoint hosted in our partner data center

  • Cost-effective service powered by AMD GPUs

  • Intuitive web-based UI
  • Various pricing options
  • Optimal QoS configuration

Tailored for Customer’s Use Cases

Moreh can deliver custom serving hardware and software optimized for specific models and applications.

Cluster system design and installation, including GPUs and RoCE networking.

Software optimization for customer’s private AI models, including GPU libraries, communication libraries, on-demand vLLM, and disaggregation.

Optimization for the entire serving pipeline consisting of various models, beyond just the LLM.