SEATTLE – Nov. 12, 2025 — Unstructured information administration firm Qumulo at present unveiled three merchandise — Qumulo Helios Agent, Qumulo Cloud AI Accelerator and Qumulo AI Networking — designed to help how enterprises combine their information into AI factories.
“Enterprises in at present’s aggressive environments want extra than simply storage—they want programs that suppose, adapt, and speed up,” stated Qumulo CEO Douglas Gourlay. “Helios offers our clients predictive consciousness of their complete information ecosystem, Cloud AI Accelerator places their information into movement wherever perception is required, and AI Networking redefines what’s doable in efficiency. That is the inspiration for the subsequent technology of reasoning infrastructure and aggressive benefit.”
Helios, Qumulo’s AI agent, integrates system-wide telemetry to offer a self-managing, self-diagnosing, and self-optimizing information surroundings. Constructed into Qumulo’s Knowledge Working System, Helios repeatedly analyzes billions of operational occasions per day throughout hybrid and multi-cloud infrastructures. It identifies rising anomalies, predicts capability or efficiency points earlier than they happen, and routinely generates prescriptive suggestions or remediation workflows.
Helios represents the primary technology of machine-coordinated platform intelligence for unstructured information. It fuses telemetry from compute, storage, cloud, and community layers right into a unified mannequin that permits proactive reasoning. The result’s a system that not solely automates troubleshooting and debugging however anticipates architectural and workload challenges—serving to enterprises keep forward of potential disruptions. With MCP help, Helios extends its attain into Qumulo’s companion ecosystem, permitting exterior brokers and orchestration frameworks to take part in the identical reasoning cloth, creating a really autonomous information platform.
The Qumulo Cloud AI Accelerator bridges the corporate’s Cloud Knowledge Cloth with public cloud compute environments to create a frictionless path for AI and analytics workloads. Leveraging Qumulo’s NeuralCache know-how, it permits clever, predictive prefetching and accelerated information streaming between on-premises and public cloud environments. Whether or not information originates in an enterprise information heart, a sovereign edge enclave, or a cloud area, Cloud AI Accelerator ensures that information strikes solely when and the place it’s wanted—with minimal latency and no guide orchestration.
By means of this accelerator, Qumulo permits clients to attach exabyte-scale datasets to hyperscale compute assets from AWS, Azure, Google Cloud, Oracle Cloud Infrastructure, or rising AI service suppliers. Cloud AI Accelerator dynamically optimizes information pathways, guaranteeing that scorching datasets for AI coaching, inference, or rendering are delivered to the suitable accelerator clusters on the proper time. It transforms the economics of AI, eliminating the duplication and idle replication that always plague cloud-based AI architectures.
The third innovation—Qumulo AI Networking—introduces a brand new technology of high-performance information motion protocols optimized for GPU-based AI coaching and inference environments. Qumulo now natively helps RDMA, RDMA over Converged Ethernet v2 (RoCEv2), and NFS over RDMA, with S3 over RDMA in energetic growth. These transports present near-memory bandwidth between storage and accelerated compute clusters, dramatically lowering latency and CPU overhead for large-scale AI operations.
By extending the Cloud Knowledge Cloth with these high-speed, low-latency information paths, Qumulo permits seamless integration with NVIDIA DGX, AMD Intuition, and different GPU-rich compute infrastructures. The result’s unprecedented throughput for mannequin coaching, simulation, and AI reasoning workloads—bringing the info cloth as shut as doable to the computational cloth. Qumulo AI Networking unifies the historically siloed world of storage and comp right into a single, coherent efficiency area, accelerating innovation throughout scientific analysis, media manufacturing, genomics, and superior industrial design.
Qumulo’s new capabilities can be found in preview for choose clients beginning at present, with normal availability throughout the subsequent quarter. Demonstrations can be found at SC25 at sales space quantity 4407 the place Qumulo options engineers can present hands-on recommendation to supercharge each HPC and AI workflow.
About Qumulo
Qumulo is the enterprise information platform for the AI period. Designed to unify information throughout on-premises, edge, and cloud environments, Qumulo delivers exabyte-scale efficiency, international information cloth, and AI-powered operations in a single, software-defined structure. Trusted by main enterprises in media, life sciences, vitality, monetary companies, and protection, Qumulo permits clients to handle any information, in any location, with whole management.
For extra info: www.qumulo.com.
