How do Data Vault and Agentic Memory Exchange differ?
3 min readData Vault focuses on protecting confidential records and retaining integrity evidence. Agentic Memory Exchange focuses on making approved context available to agents and partners through separate publication and access controls. Storage protection and permission to share are not interchangeable.
Data Vault concerns the protected record
Data Vault is the starting point when the problem is protecting confidential information and retaining useful integrity or lifecycle evidence. A team may need to identify a stored object, check its public reference, and understand who is responsible for access and recovery. The underlying document does not become public because a reference to it is visible. Likewise, a metadata read should not be treated as proof that every download, sharing, or lifecycle operation is enabled.
Agentic Memory Exchange concerns approved context
An agent or partner may need a carefully reviewed set of information rather than unrestricted access to all the original records. Agentic Memory Exchange addresses that sharing context through collections, audiences, and permitted capabilities. Someone must decide what is published and how clarifications or revised answers are reviewed. The recipient’s access to a collection does not automatically extend to every private source document behind it, nor to unrelated financial or administrative operations.
Use them together without merging their permissions
A business might protect source documents in one workflow and publish an approved explanation for an assistant in another. Name separate owners for source access and publication, even if one team performs both roles. Test what the intended recipient can read and what remains inaccessible. Also plan for the fact that withdrawing future access cannot undo information already obtained. The right design depends on the information you want to protect and the specific context you want another participant to use.
What to do next
Define what must remain private and what may be published to which audience, then review both products’ boundaries.