Box Expands Nvidia Partnership With AI Tools That Transform Enterprise Data Access

Box Tackles Enterprise AI's Context Problem With Nvidia

Box announced an expanded Nvidia partnership at BoxWorks 2026, introducing Box Content Retrieval and Box Architect to address a critical bottleneck in enterprise AI adoption1

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. According to Box CEO Aaron Levie, autonomous enterprise agents struggle because they lack access to the context buried in unstructured enterprise data like contracts, policy manuals, and customer communications1

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. Without secure, permission-aware access to this information, AI tools cannot deliver the accuracy enterprises demand.

How Box Content Retrieval Transforms Unstructured Data

Box Content Retrieval is a retrieval engine built using Nvidia Nemotron models that converts messy enterprise content into structured knowledge bases1

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. The system uses Nvidia's Nemotron embedding models to index documents, images, audio, and video files through multimodal search techniques1

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. Nvidia Vice President Kari Briski stated the technology improves search accuracy by 20%, reduces token consumption by 90%, and delivers answers four times faster2

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. The feature will roll out to Enterprise Advanced customers in early 20273

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Levie explained that Box Content Retrieval ensures AI agents respect native file permissions, preventing unauthorized access to sensitive information1

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. Rather than forcing agents to read entire documents, Box returns only the sections most relevant to queries or tasks2

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. The system leverages Box's existing metadata and permission controls alongside Nemotron's capabilities, with Levie noting Box is "packing in five different technologies into one simple API"2

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Box Architect Enables AI-Driven Workflow Automation

Box Architect allows business workers to build, test, and deploy agentic processes using natural language descriptions1

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. The AI workflow builder connects to Box tools including Extract, Automate, Apps, and Forms to create complex workflows1

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. Law firms can build legal contract review workflows informed by previously-approved playbooks, enabling comparison of incoming contracts against established precedents1

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. Box Architect will enter beta for Enterprise Advanced customers in the fourth quarter3

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Open-Weight Models and Enhanced Security

The Box Nvidia partnership brings Nvidia's open-weight models, including Nemotron 3 Ultra, directly into Box AI1

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. These models offer more affordable alternatives to proprietary options while being trained on domain-specific knowledge for specialized workflows1

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. Financial analysts can query loan applications with strict data-access boundaries, while legal teams identify contract precedents by understanding conceptual meaning rather than relying on keyword matches1

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Box also introduced new threat protection features designed to safeguard organizations from rogue agents1

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. These security measures detect bulk downloads, account takeovers, and mass deletion attempts, and will be available to Enterprise Advanced and Shield customers in early 20273

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. Holger Mueller of Constellation Research noted that Box's partnership positions it well because Nvidia remains the world's leader in AI platforms, confirming that "data has to move to the compute in the AI era"1

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