{
  "id": 18317640,
  "title": "Box taps Nvidia’s AI models to build a rich context layer for autonomous enterprise agents",
  "url": "https://urgent.news/2026/11/05/box-taps-nvidias-ai-models-to-build-a-rich-context-layer-for",
  "topic": "ai",
  "section": "AI",
  "published": "2026-11-05T14:00:44.000Z",
  "source": {
    "name": "SiliconANGLE",
    "slug": "siliconangle",
    "url": "https://siliconangle.com/2026/11/05/box-taps-nvidias-ai-models-to-build-a-rich-context-layer-for-autonomous-enterprise-agents/"
  },
  "original_language": "en",
  "account": "Box Inc. has announced a new partnership with Nvidia Corp. to enhance its enterprise AI capabilities. At the BoxWorks 2026 customer conference, Box unveiled a new retrieval engine powered by Nvidia's AI models, aimed at providing AI agents with the necessary context to perform tasks more efficiently. This new engine, called Box Content Retrieval, transforms unstructured enterprise content into a structured knowledge base that AI agents can easily access and reason over. Box claims that this tool can improve search accuracy by 20% and reduce token consumption by up to 90%, enabling AI agents to respond to worker queries four times faster. The partnership also includes the integration of Nvidia's open-weight models, such as the Nemotron 3 Ultra large language model, which can be accessed at a more affordable price compared to proprietary models from other AI companies. Box's CEO, Aaron Levie, emphasized that AI agents are only as useful as the context they receive, and with this new tool, enterprises can ensure that their autonomous agents have the right information to make accurate decisions. Holger Mueller of Constellation Research noted that Box's collaboration with Nvidia will help the company integrate more closely with leading public cloud providers, while also allowing them to tap into the vast amounts of unstructured data within organizations. Box is also introducing new threat detection capabilities to secure these advanced AI agents, ensuring that they adhere to native file permissions and protect sensitive information.",
  "summary": "Few technology firms have embraced the arrival of artificial intelligence agents quite like Box Inc., and today it went even further down the road to automation with an expanded partnership with Nvidia Corp. At its annual customer conference BoxWorks 2026, Box debuted a new retrieval engine that’s powered by Nvidia’s AI models and designed to […] The post Box taps Nvidia’s AI models to build a…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}