How is an enterprise knowledge base (Knowledge Documents) different from uploading files to an AI tool?

The difference is not “can it answer”, but “can it be governed, reused, and accepted”:

• AI Sandbox (enterprise KB): turn documents into maintainable assets (ingest → structure → index) with permissions, citations, versioning, and regression tests—so teams share consistent, acceptance-ready answers.
• One-off uploads: often ad-hoc per chat/user, making audit, version governance, and institutional acceptance difficult.