NetApp has announced new capabilities aimed at helping enterprises accelerate adoption of agentic AI using “secure, in-place, zero-copy data activation,” according to the company. The update, shared on October 21, 2026, focuses on enabling AI agents to access data faster while maintaining governance and protection where the data already resides.
In a statement, NetApp said its approach addresses what it describes as a mismatch between enterprise data environments built for human-paced workflows and the requirements of agentic AI systems. The company said many data estates are fragmented across different storage types and environments, governed through inconsistent controls, and activated through pipelines that copy, move, and transform data before it can be used.
NetApp said these “copy-first” architectures can introduce latency and cost, and may increase compliance risk, while potentially delivering answers that are already stale by the time they reach a model or agent.
NetApp AI Data Engine to expand metadata discovery
Central to the announcement is NetApp AI Data Engine (AIDE), which NetApp described as a core intelligence service within the NetApp Platform’s AI Data Services layer. The company said AIDE helps organizations discover, understand, govern, and operationalize data across the locations where it lives.
NetApp said it is expanding the availability of metadata discovery across its full enterprise data estate, including NetApp ONTAP, StorageGRID, and non-NetApp storage. It also stated that the capabilities cover data in place across NFS, SMB, and S3 repositories.
According to NetApp, the goal is to uncover data, reduce security risk, optimize storage, accelerate data migrations, and identify AI-ready data.
NetApp also said it is previewing additional AIDE innovations, including expanded AI-powered data understanding capabilities, deeper governance intelligence, and open analytics integrations with analytics engines such as Starburst and Onehouse.AI. The company added that it plans to introduce new agentic services designed to help enterprises turn data into actionable AI context at scale.
Expanded integration with Commvault for faster recovery
NetApp also announced an expanded integration with Commvault, positioned by the companies as a joint solution for protecting and restoring data used for AI workloads.
NetApp said the solution delivers near-real-time threat detection, deeper scans intended to uncover evasive threats, and “cleanroom validation” using advanced AI threat detection technology in an isolated environment. The company said it also supports what it called “advanced clean recovery,” operated from the Commvault console.
NetApp said the integration connects NetApp Platform signals for ransomware protection on primary storage directly into Commvault recovery workflows, with the companies claiming the ability to recover “in minutes rather than days or weeks.” NetApp did not provide additional performance benchmarks in the text released.
Commvault, in its own quoted statement, said integrating NetApp’s ransomware detection and immutable data protection with Commvault’s clean recovery capabilities can help customers accelerate response, restore trusted data with confidence, and reduce mean time to clean recover (MTCR).
Industry view: linking AI data context and resilience
IDC also commented on the announcement, stating that agentic AI requires access to current, trusted, and governed data rather than another copy of an older dataset. IDC said NetApp’s approach connects data discovery, understanding, governance, activation, and cyber resilience at the storage layer, which it described as where much of the enterprise data estate already resides.
NetApp said it is treating AI readiness as part of a governed, protected, zero-copy operating model rather than a separate data-copy project or a closed single-vendor stack. The company added that it is aiming to preserve existing access controls and data protection while enabling longer-term capabilities such as semantic search, knowledge graphs, decision context, and agentic activation.
NetApp also included standard language in the release stating that statements about unreleased offerings and future plans are informational, subject to change, and should not be relied upon for purchasing or other decisions.
