Beyond the retrieval loop: Building the knowledge layer for enterprise agents

Your agents are only as good as the knowledge they can reach. Learn how Box, Pinecone, and Unstructured connect to turn governed enterprise content into grounded, accurate agent outputs.

Enterprise content stays in Box governed, permissioned, and secure. Unstructured extracts entities, tables, and metadata from raw files. Pinecone Nexus produces pre-curated knowledge artifacts that agents query in a single call. The result: 40%+ reduction in token usage with accuracy parity, across legal, sales, compliance, and HR without rebuilding the stack for each domain.

Topics we'll cover:

• See how Box, Unstructured, and Pinecone connect to move content from governed source to agent-ready artifact
  
• Watch a live demo: a legal review agent reasoning over files in Box to answer complex questions in a single call
  
• What this architecture means for any team building agents on enterprise content