Structured Knowledge for Knowledge Vaults

What it is

Knowledge Vaults now support uploading and querying structured data files, including xlsx, csv, json, and xml, which means agents can answer analytical and aggregation questions directly from tabular data. This is live across all hubs and tiers.

Why it matters

Until now, a spreadsheet in a Knowledge Vault was effectively invisible, blocking exactly the lookups and computed questions that spreadsheets exist to answer. The honest caveat is that uploaded files are static, and a static copy starts aging the moment it lands. The interesting play is pairing this with workflow file outputs so a vault's data file gets refreshed automatically, turning a one-time upload into a living reference. If your agents keep whiffing on pricing tables or product matrices, this is the fix.