For decades, the gap between business planning and software has been bridged by spreadsheets. Excel is brilliant at flexibility — and terrible at scale. By the time a mid-sized company consolidates an annual plan, three teams have emailed eight versions of four sheets, the formulas have drifted, and the numbers are stale.
"AI for planning" tools usually try to fix this by adding a chat box. Ask in plain English, get a chart back. Useful demos. But the moment you ask anything specific to your business — your store hierarchy, your product taxonomy, your cost-center rollups, your shrinkage formula — the magic stops. The model doesn't know what those things mean in your world.
Metadata is what closes that gap.