NetApp reveals StorageGRID 12.1 to enhance AI workloads

NetApp releases StorageGRID 12.1, enabling better management of AI workloads across distributed environments.

  • Wednesday, 1st July 2026 Posted 20 hours ago in by Sophie Milburn
NetApp has introduced StorageGRID 12.1, an object storage solution designed to address the growing demands of AI and modern workloads through a federated global namespace.

As organisations manage increasing volumes of unstructured data to support AI workloads, the challenge is compounded by the distributed nature of hybrid environments. StorageGRID includes capabilities intended to improve data access, processing, and management across these settings.

According to a report on object storage solutions, the rise of generative AI is increasing the importance of object storage within AI-focused platforms, expanding its role beyond traditional enterprise data strategies. This shift requires storage solutions that are scalable and resilient, capable of supporting a range of data types, including media files and large-scale backups.

StorageGRID 12.1 includes enhancements focused on operational simplicity, performance, and cost efficiency for data-intensive workloads, including those associated with AI. The platform provides a globally unified namespace designed to support data management at scale. It is intended to support AI and analytics workloads, enabling organisations to derive insights from distributed data assets.

One of its key features is the Global Federated Namespace, which allows organisations to manage multiple globally distributed StorageGRID systems within a single namespace. According to NetApp, the namespace can scale to up to 10 exabytes, reducing the need for architectural changes as deployments grow.

NetApp states that StorageGRID 12.1 can deliver up to a 400% increase in throughput compared with previous versions, depending on workload characteristics. The platform is also reported to support throughput levels of up to 12 TB/s, aimed at supporting large-scale AI environments. Batch operation capabilities are intended to enable management of billions of objects.

StorageGRID 12.1 also includes security and governance features intended for regulated industries, including multi-admin verification to provide additional controls over data management.

Industry assessments have recognised NetApp for its capabilities in hybrid, multicloud, and sovereign use cases, particularly in environments requiring distributed operations and strong governance controls. The platform is designed to balance governance requirements with the storage demands associated with AI workloads.
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