Building a human-approved contract review agent with LangChain and Box

AI agents are increasingly adept at answering questions, but integrating them into real business workflows requires ensuring transparency, auditability, and human oversight. This was the focus of a recent webinar with LangChain, which demonstrated how integrating LangChain with Box can help create intelligent agents that perform business-critical tasks over secure, governed content. By utilizing Box’s capabilities for structured metadata retrieval and deterministic risk scoring, organizations can maintain clear business logic while enabling LangGraph to manage workflow checkpoints and human-in-the-loop controls. The webinar highlighted an Enterprise Knowledge Assistant and a Contract Review & Approval agent, both of which leverage Box's secure APIs to execute tasks such as extracting key contract terms, scoring risk, and ensuring human approval before committing actions. This approach not only grounds the agents in governed content but also combines AI for processing unstructured data with auditable, deterministic code for decision-making, ultimately enhancing enterprise workflows by ensuring that outputs are durable, transparent, and aligned with organizational governance.

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