Box Takes on Unstructured Data With a New AI Agent

In Brief

• Box Agent can search, analyze and create files using your company's own content, without manual effort.
• The AI runs on models from OpenAI, Anthropic and Google, but stays inside Box's security and permissions guardrails.
• Enterprise Plus customers get access today; Enterprise Advanced unlocks more powerful modes and custom agent building.

Box is doubling down on its push into the enterprise AI market with the general availability of Box Agent, an AI-powered capability designed to autonomously search, analyze and generate content from a company's existing file library — without leaving the Box platform.

Announced today, the Box Agent takes natural language instructions to reason through and complete complex, multi-step tasks, giving enterprises a new way to work with unstructured data. Think of it as an AI assistant that knows where your company's files live and can do something useful with them.

Table of Contents

• The Content Problem AI Has Always Had
• What Box Agent Actually Does
• Availability

The Content Problem AI Has Always Had

The launch lands at a moment when digital workplace teams are wrestling with a familiar frustration: AI tools are only as good as the information they can access. As Spark Trajectory's Chris Tubb noted, AI agent projects are failing, the problem often isn't the AI — it's the content being fed into it. Box's pitch is that it has solved exactly that problem by grounding its agent in the content organizations already manage within its platform.

"Enterprises everywhere are looking to harness AI to transform their businesses, but AI can only reach its full potential if it understands the unique context of an organization," Box co-founder and CEO Aaron Levie said in a statement. "That context lives within contracts, research materials, marketing assets, financial documents, and other forms of enterprise content."

What Box Agent Actually Does

Leveraging AI capabilities from OpenAI, Anthropic and Google, the Box Agent can autonomously understand a user's intent, find the right content needed to execute a task and iterate until it successfully answers the request.

In practical terms, that means legal teams can use it to compare contracts against standard terms playbooks. Procurement teams can process invoices and vendor documents at scale. HR teams can generate personalized onboarding schedules. Sales engineers can use it to automate complex RFP responses.

The agent can also create new files in formats including Word docs, PDFs, Excel spreadsheets and PowerPoint decks — though that capability is currently in beta for Enterprise Advanced customers.

Security First

Security concerns tend to follow enterprise AI announcements, and Box has leaned into that directly. The platform is already built on a zero-trust architecture and was an established choice for regulated industries long before AI entered the picture.

With Box Agent, that existing security infrastructure carries over directly. The agent only surfaces content the user is already authorized to access, and customer data is never used to train third-party large language models. Box's AI governance program also aligns with the NIST AI Risk Management Framework and OECD AI Principles Box — meaning the guardrails aren't new, they're built in. 

Alongside Box Agent, Box also announced enhancements to Box AI Studio, allowing admins to create custom AI agents for repeatable, high-stakes workflows.

Availability

Box Agent is now generally available to customers on Enterprise Plus and Enterprise Advanced plans. Enterprise Advanced customers also gain access to Pro Mode, which applies more advanced reasoning to complex tasks, and Expanded Mode, which opens a larger context window to process mass amounts of content in a single prompt.

Box is hosting a Content + AI Virtual Summit on May 20 for those who want to see the new capabilities in action.

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