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Existing WEKA customers can upgrade to NeuralMesh 6 at no additional cost
NeuralMesh Obse
WEKA is the AI data and memory infrastructure company behind NeuralMesh, a software-defined storage platform unifying high-performance data storage with extended GPU memory. It powers production AI training, inference, and agentic workloads at scale.
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Augmented Memory Grid extends GPU memory capacity by 1000x, accelerates time to first toke · Augmented Memory Grid extends GPU memory capacity by 1000x · Up to 6x data reduction on AI/ML data with under 5% write overhead · NeuralMesh is a software-defined, fully distributed storage architecture that eliminates c
With Augmented Memory Grid, NeuralMesh extends GPU memory capacity by 1000x, accelerates time to first token by up to 20x, and delivers 10x more concurrent users from the same GPU footprint
Trusted by 30% of the Fortune 50; serves enterprises, AI cloud providers, AI builders, fro · Trusted by 30% of the Fortune 50, including AI cloud providers, model builders, and enterp · Customers include Cohere, CoreWeave, Stability AI, NexGen Cloud, Applied Digital, Genomics · Targets AI infrastructure providers operating large-scale GPU clusters and sustainable AI
Trusted by 30% of the Fortune 50, WEKA enables organizations to scale AI faster
Production AI training, inference, agentic, and accelerated compute workloads on a single · Unified AI storage and memory for training, inference, and agentic workloads · Designed for AI workloads including training, fine-tuning, retraining, and long-context in · Supports long-context and agentic AI inference by extending KV cache beyond host-local DRA
production AI training, inference, and accelerated compute workloads at production scale on a single unified software stack
Existing WEKA customers can upgrade to NeuralMesh 6 at no additional cost; NeuralMesh Obse
Existing WEKA customers can upgrade to NeuralMesh 6 at no additional cost through standard upgrade channels
NeuralMesh Kubernetes Operator automates cluster deployment and lifecycle management in Ku · NVIDIA ConnectX SuperNIC and Spectrum-X Ethernet networking for the storage-to-GPU data pa · Augmented Memory Grid eliminates cold-cache penalties from node restarts, maintenance, or
NeuralMesh Kubernetes Operator automates cluster deployment and lifecycle management in Kubernetes environments.
Available in production on Oracle Cloud Infrastructure (OCI) H100; also deployable via Neu · Kubernetes-native operations supported in NeuralMesh 6 · Runs on standard x86 and ARM infrastructure across on-premises, cloud, and hybrid environm
NeuralMesh powers hyperscale AI inference in production today on Oracle Cloud Infrastructure (OCI).
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WEKA | Accelerated AI Storage for Purpose-Built Compute
WEKA is an AI data and memory infrastructure company · Headquartered in Campbell, California · NeuralMesh is a software-defined storage system built for accelerated compute
WEKA is the AI data and memory infrastructure company transforming the economics of agentic AI.
Campbell, Calif.
WEKA NeuralMesh — a high-performance, software-defined storage system built for accelerated compute.
Augmented Memory Grid extends GPU memory capacity by 1000x, accelerates time to first token by up to 20x, and delivers 10x more concurrent users from the same GPU footprint.
Production AI training, inference, agentic, and accelerated compute workloads on a single unified software stack.
Trusted by 30% of the Fortune 50; serves enterprises, AI cloud providers, AI builders, frontier model providers, and government agencies.
Available in production on Oracle Cloud Infrastructure (OCI) H100; also deployable via NeuralMesh Axon as a GPU-native layer on existing GPU servers.
Unified namespace where the same physical data blocks are addressable via S3 and POSIX/NFS simultaneously, with up to 50,000 logically isolated tenants on a single hardware cluster.
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WEKA updated its Privacy Policy governing data practices across www.weka.io and related Services, including registration data, session and usage telemetry, and communications.
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NeuralMesh Kubernetes Operator automates cluster deployment and lifecycle management in Kubernetes environments, reducing deployment time from weeks to hours.
NeuralMesh 6 will be generally available in the second half of 2026.
Existing WEKA customers can upgrade to NeuralMesh 6 at no additional cost; NeuralMesh Observe SaaS-based observability is included with every deployment at no additional cost.
Operates from Israel, which is recognized by the EU Commission as providing adequate data protection; GDPR-compliant.
WEKA (WekaIO, Inc.)
Campbell, California
NeuralMesh (AI data and memory infrastructure platform)
NeuralMesh 6 (sixth generation)
2026-07-21 (WEKApod 3 generation and NeuralMesh 6 announced; WEKApod shipments begin Fall 2026)
Augmented Memory Grid extends GPU memory capacity by 1000x
Up to 6x data reduction on AI/ML data with under 5% write overhead
Unified AI storage and memory for training, inference, and agentic workloads
Trusted by 30% of the Fortune 50, including AI cloud providers, model builders, and enterprises
Customers include Cohere, CoreWeave, Stability AI, NexGen Cloud, Applied Digital, Genomics England, Baylor College of Medicine
Kubernetes-native operations supported in NeuralMesh 6
NVIDIA ConnectX SuperNIC and Spectrum-X Ethernet networking for the storage-to-GPU data path
NeuralMesh is a software-defined, fully distributed storage architecture that eliminates centralized control points and scales data, metadata, and execution across all participating resources.
NeuralMesh is an NVMe parallel file system built for AI workloads.
Augmented Memory Grid on NeuralMesh provides a shared memory tier that pools capacity across hosts to overcome per-node DRAM cache ceilings for AI inference.
Runs on standard x86 and ARM infrastructure across on-premises, cloud, and hybrid environments without proprietary hardware or specialized accelerators.
Supports file (POSIX) and S3 protocols per tenant simultaneously without data duplication or protocol translation overhead.
Provides protocol flexibility across file and S3 per tenant.
Designed for AI workloads including training, fine-tuning, retraining, and long-context inference.
Supports long-context and agentic AI inference by extending KV cache beyond host-local DRAM limits.
Augmented Memory Grid eliminates cold-cache penalties from node restarts, maintenance, or cluster expansion by persisting shared tier independently of individual hosts.
Achieved up to 11x more IOPS per kilowatt than alternatives in deployed customer configuration.
Targets AI infrastructure providers operating large-scale GPU clusters and sustainable AI factories.
WEKA is the AI data and memory infrastructure company transforming the economics of agenti · NeuralMesh is a high-performance, software-defined storage system built for accelerated co · Augmented Memory Grid extends GPU memory capacity by 1000x and accelerates time to first t
WEKA is the AI data and memory infrastructure company transforming the economics of agentic AI
