Excel, but Agent-Ready: How Fred Turns Spreadsheets into Queryable Knowledge

Excel is not a document — it's a data source wearing a document's clothes. Here is how Fred rebuilds the structure of a workbook deterministically, hands the agent a global map plus queryable tables, and adds a server-side value locator that collapses a dozen blind queries into a single targeted one.

July 24, 2026 in data, agents, architecture by Timothé Le Chatelier14 minutes