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NETAPP AI DATA ENGINE

Your data, agent ready. No copies. No rebuilding

NetApp AI Data Engine (AIDE) within the NetApp platform makes your distributed enterprise data agent-ready without moving it, copying it, or rebuilding your storage architecture. Know it. Trust it. Activate it in place.

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Three moves. One solution

Most teams can’t answer a simple question: What data do we have, and where does it live? AIDE answers that.
Diagram: Inline SVG
Diagram (mobile): Inline SVG

Start with discovery

Storage teams can stop hunting for data and start answering in minutes: What do we have, where does it live, and what can we utilize? The same catalog becomes the foundational data that AI teams need for data understanding, governance, transformation, and semantic search.

Data discovery and metadata services from NetApp

Map your data estate FREE for every NetApp customer

Your data is already there. Find out what is in it. Sign up today and get FREE access when data discovery and metadata services become available on October 23, 2026.

https://www.netapp.com/aide/map-your-data/

"Making distributed enterprise data usable for AI without moving or copying it addresses one of the hardest problems standing between organizations and real AI value."

Simon Robinson,

Principal Analyst, Enterprise Strategy Group

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Frequently asked questions

  1. Step: 01

    What is NetApp AI Data Engine?

    NetApp AI Data Engine, part of the NetApp Platform, makes your data agent ready. It discovers and classifies data across NetApp and third-party storage, preserves permissions and governance, and activates current, trusted data in place for AI applications, analytics, and agents, with no copies to manage and no pipelines to rebuild.

  2. Step: 02

    Does NetApp AI Data Engine work with third-party storage?

    Yes. NetApp AI Data Engine discovers and classifies data across NetApp ONTAP, NetApp StorageGRID®, and third-party NAS and object storage. It reads your data in place using standard NFS, SMB, and S3 protocols, so a mixed estate becomes one catalog instead of a dozen blind spots.

  3. Step: 03

    Does NetApp AI Data Engine help with governance?

    Yes. It helps identify sensitive and over-shared data, preserve your source permissions, and control what AI applications and agents are allowed to access. Because nothing is copied, the permissions you already set stay intact, with no second location to re-secure. It includes governance at the data layer, with classification, masking, redaction, and policy guardrails.

  4. Step: 04

    What’s on the roadmap?

    Data discovery and metadata services are generally available today, covering estate-wide mapping, ROT cleanup, and access hygiene. Data understanding, including entity extraction and semantic search, and governed data services, including permission-aware retrieval and open analytics, are in preview. Context and coherence, the knowledge graph and Decision Fabric, and agentic activation are on the roadmap. The services deploy on-premises today and reach data across the hybrid cloud; fully disconnected sovereign and air-gapped operation is on the roadmap.

  5. Step: 05

    Does NetApp AI Data Engine require me to move or copy my data?

    No. It reads your data in place, right where it already lives, across NetApp and third-party storage. Your content and its metadata stay in your environment, with nothing copied out to a NetApp service. Management runs through the NetApp Console.

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Evaluate AIDE for your AI environment

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NetApp AI Data Engine | NetApp