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WEKA
WEKA® NeuralMesh Axon™

Make Your AI Infrastructure Work Harder

Turn underused resources inside your GPU fleet into high-performance shared storage closer to compute.

 

Trusted by leading AI innovators

  • Physical Intelligence
  • Center for AI Safety
  • Stability AI
  • Cohere

Get More From the AI Infrastructure You Already Own

Massive GPU fleets can leave valuable flash and server resources underused. NeuralMesh Axon puts them to work by unlocking shared capacity, bringing storage closer to compute, and reducing the infrastructure required to scale AI.

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Put Stranded Resources to Work

Turn local NVMe and server resources into shared storage to get more productive capacity from infrastructure you own.

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Bring Storage Closer to GPU Compute

Shorten the path between data and GPUs to reduce latency and increase token generation.

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Scale AI Without Scaling Everything Else

Use resources inside GPU servers for shared storage to reduce hardware, rack space, power, and cooling as AI scales.

The Best Storage Is the Storage You Already Have

How software-defined architecture helps enterprise AI teams overcome global NAND flash supply constraints.

Read the Guide

There’s More Inside Your GPU Fleet

Bring Shared Storage Inside Your GPU Fleet

Run WEKA® NeuralMesh™ directly across GPU servers to put high-performance shared storage inside the compute infrastructure. Allocated CPU, memory, network, and NVMe resources power storage services, bringing data closer to GPU compute while putting more server resources to productive use.

Converged Compute and Storage
  • 0%

    GPU Utilization

    Keep GPUs productive with an architecture designed to make better use of the infrastructure inside the GPU fleet.

  • 0x

    more concurrent users

    Pair NeuralMesh Axon with WEKA Augmented Memory Grid and serve up to 10x more concurrent users for inference.

  • 0 GBps

    Throughput per GPU Server

    Deliver high-performance shared storage from within the GPU fleet.

Cohere
“Embedding WEKA’s NeuralMesh Axon into our GPU servers enabled us to maximize utilization and accelerate every step of our AI pipelines. The performance gains have been game-changing: Inference deployments that used to take five minutes can occur in 15 seconds, with 10 times faster checkpointing. Our team can now iterate on and bring revolutionary new AI models, like North, to market with unprecedented speed.”
Autumn MoulderDirector of Infrastructure & Security • Cohere
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Scale Production AI Faster with NeuralMesh

Your models aren't slow. Your data is. Fix AI pipeline bottlenecks with high-throughput storage infrastructure.

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Frequently Asked Questions

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