SEATTLE – Nov. 12, 2025 — Unstructured data management company Qumulo today unveiled three products — Qumulo Helios Agent, Qumulo Cloud AI Accelerator and Qumulo AI Networking — designed to support how enterprises integrate their data into AI factories.
“Enterprises in today’s competitive environments need more than just storage—they need systems that think, adapt, and accelerate,” said Qumulo CEO Douglas Gourlay. “Helios gives our customers predictive awareness of their entire data ecosystem, Cloud AI Accelerator puts their data into motion wherever insight is needed, and AI Networking redefines what’s possible in performance. This is the foundation for the next generation of reasoning infrastructure and competitive advantage.”
Helios, Qumulo’s AI agent, integrates system-wide telemetry to provide a self-managing, self-diagnosing, and self-optimizing data environment. Built into Qumulo’s Data Operating System, Helios continuously analyzes billions of operational events per day across hybrid and multi-cloud infrastructures. It identifies emerging anomalies, predicts capacity or performance issues before they occur, and automatically generates prescriptive recommendations or remediation workflows.
Helios represents the first generation of machine-coordinated platform intelligence for unstructured data. It fuses telemetry from compute, storage, cloud, and network layers into a unified model that enables proactive reasoning. The result is a system that not only automates troubleshooting and debugging but anticipates architectural and workload challenges—helping enterprises stay ahead of potential disruptions. With MCP support, Helios extends its reach into Qumulo’s partner ecosystem, allowing external agents and orchestration frameworks to participate in the same reasoning fabric, creating a truly autonomous data platform.
The Qumulo Cloud AI Accelerator bridges the company’s Cloud Data Fabric with public cloud compute environments to create a frictionless path for AI and analytics workloads. Leveraging Qumulo’s NeuralCache technology, it enables intelligent, predictive prefetching and accelerated data streaming between on-premises and public cloud environments. Whether data originates in an enterprise data center, a sovereign edge enclave, or a cloud region, Cloud AI Accelerator ensures that data moves only when and where it is needed—with minimal latency and no manual orchestration.
Through this accelerator, Qumulo allows customers to connect exabyte-scale datasets to hyperscale compute resources from AWS, Azure, Google Cloud, Oracle Cloud Infrastructure, or emerging AI service providers. Cloud AI Accelerator dynamically optimizes data pathways, ensuring that hot datasets for AI training, inference, or rendering are delivered to the right accelerator clusters at the right time. It transforms the economics of AI, eliminating the duplication and idle replication that often plague cloud-based AI architectures.
The third innovation—Qumulo AI Networking—introduces a new generation of high-performance data movement protocols optimized for GPU-based AI training and inference environments. Qumulo now natively supports RDMA, RDMA over Converged Ethernet v2 (RoCEv2), and NFS over RDMA, with S3 over RDMA in active development. These transports provide near-memory bandwidth between storage and accelerated compute clusters, dramatically reducing latency and CPU overhead for large-scale AI operations.
By extending the Cloud Data Fabric with these high-speed, low-latency data paths, Qumulo enables seamless integration with NVIDIA DGX, AMD Instinct, and other GPU-rich compute infrastructures. The result is unprecedented throughput for model training, simulation, and AI reasoning workloads—bringing the data fabric as close as possible to the computational fabric. Qumulo AI Networking unifies the traditionally siloed world of storage and comp into a single, coherent performance domain, accelerating innovation across scientific research, media production, genomics, and advanced industrial design.
Qumulo’s new capabilities are available in preview for select customers starting today, with general availability across the next quarter. Demonstrations are available at SC25 at booth number 4407 where Qumulo solutions engineers can provide hands-on advice to supercharge both HPC and AI workflow.
About Qumulo
Qumulo is the enterprise data platform for the AI era. Designed to unify data across on-premises, edge, and cloud environments, Qumulo delivers exabyte-scale performance, global data fabric, and AI-powered operations in a single, software-defined architecture. Trusted by leading enterprises in media, life sciences, energy, financial services, and defense, Qumulo enables customers to manage any data, in any location, with total control.
For more information: www.qumulo.com.
