The most significant software release in the company's history extends what's possible for agentic AI and other accelerated compute workloads. NeuralMesh 6 redefines inference economics with native multi-tenancy, a unified file-and-object protocol stack built on NVMe, intelligent data mobility with replication and remote caching support, always-on data reduction with performance guarantees, Kubernetes-native operations, and unified observability.
CAMPBELL, Calif., July 21, 2026 /PRNewswire/ -- WEKA, the AI data and memory infrastructure company, today announced WEKA NeuralMesh 6, the most significant software release in the company's history, delivering a purpose-built platform designed to help customers run production AI training, inference, and accelerated compute workloads at production scale on a single unified software stack. The release offers a robust set of capabilities that the AI infrastructure market has historically forced operators to assemble from separate vendors: native multi-tenancy at hyperscale, a full S3 protocol stack on NVMe, intelligent metadata-first data mobility that delivers async replication and remote caching, always-on data reduction with contractual guarantees, Kubernetes-native operations, and unified observability across every deployment.
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