SEATTLE – Nov. 12, 2025 — Unstructured knowledge administration firm Qumulo right this moment unveiled three merchandise — Qumulo Helios Agent, Qumulo Cloud AI Accelerator and Qumulo AI Networking — designed to assist how enterprises combine their knowledge into AI factories.
“Enterprises in right this moment’s aggressive environments want extra than simply storage—they want programs that assume, adapt, and speed up,” stated Qumulo CEO Douglas Gourlay. “Helios offers our prospects predictive consciousness of their complete knowledge ecosystem, Cloud AI Accelerator places their knowledge into movement wherever perception is required, and AI Networking redefines what’s potential in efficiency. That is the muse for the following 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 knowledge surroundings. Constructed into Qumulo’s Information Working System, Helios constantly 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 mechanically generates prescriptive suggestions or remediation workflows.
Helios represents the primary technology of machine-coordinated platform intelligence for unstructured knowledge. It fuses telemetry from compute, storage, cloud, and community layers right into a unified mannequin that allows 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 assist, 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 knowledge platform.
The Qumulo Cloud AI Accelerator bridges the corporate’s Cloud Information Cloth with public cloud compute environments to create a frictionless path for AI and analytics workloads. Leveraging Qumulo’s NeuralCache expertise, it permits clever, predictive prefetching and accelerated knowledge streaming between on-premises and public cloud environments. Whether or not knowledge originates in an enterprise knowledge heart, a sovereign edge enclave, or a cloud area, Cloud AI Accelerator ensures that knowledge strikes solely when and the place it’s wanted—with minimal latency and no guide orchestration.
Via this accelerator, Qumulo permits prospects 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 knowledge pathways, making certain that sizzling datasets for AI coaching, inference, or rendering are delivered to the correct 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 knowledge 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 lively growth. These transports present near-memory bandwidth between storage and accelerated compute clusters, dramatically decreasing latency and CPU overhead for large-scale AI operations.
By extending the Cloud Information Cloth with these high-speed, low-latency knowledge 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 information cloth as shut as potential 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 prospects beginning right this moment, with common availability throughout the following 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 knowledge platform for the AI period. Designed to unify knowledge throughout on-premises, edge, and cloud environments, Qumulo delivers exabyte-scale efficiency, international knowledge 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 prospects to handle any knowledge, in any location, with complete management.
For extra data: www.qumulo.com.
