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Box expands Nvidia partnership, unveils AI workflow builder

The company said the new search engine could improve accuracy by 20%, cut token use by 90% and answer queries four times faster.

  • On Thursday, Box expanded its Nvidia partnership at its developer conference, unveiling Box Context Retrieval to improve AI search accuracy and Box Architect for building automated workflows.
  • Nvidia's Nemotron embedding system powers the new search engine, using LLMs to map concepts beyond simple keywords and enabling agents to retrieve relevant document chunks more effectively.
  • The engine improves search accuracy by 20%, reduces token usage by 90%, and speeds up question-answering fourfold. "This dramatically boosts both the relevance of our search technology for agents," Box CEO Aaron Levie said.
  • Enterprise Advanced customers gain access to the search engine early next year, while Box Architect begins rolling out in beta during the fourth quarter. "We're probably packing in five different technologies into one simple API," Levie told TechCrunch.
  • New threat protection against bulk downloads and account takeovers arrives early next year for Enterprise Advanced and Shield customers, complementing the AI-driven tools Box announced.
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Box expands Nvidia partnership, unveils AI workflow builder

·London, United Kingdom
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Business Wire broke the news in Crystal River, United States on Thursday, November 5, 2026.
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