Research Content|21 Oct 2025

NetApp introduces tools for managing AI data infrastructure

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Managing data infrastructure for AI applications is challenging as organizations collect, curate, and protect data while ensuring compliance and security. Traditional data pipelines often fail to manage enterprise data for AI workloads.

NetApp's AI Data Engine and AFX hardware, developed with Nvidia, address these challenges. Highlights include:

· Tools to collect and curate data while classifying and protecting sensitive information
· Disaggregated storage architecture to optimize GPU usage during AI model training
· Nvidia microservices integration to generate vector embeddings before data moves to vector databases

Explore how these innovations could transform enterprise AI infrastructure.

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