Five branches, five spreadsheets, five different ideas of what to call the same column. Here's how consolidation actually works when the source files were never standardized to begin with.
Key takeaways
Every branch manager tends to build their own tracking sheet over years, and headers, row order and units drift apart from every other branch's version without anyone deciding it should happen that way.
Consolidating that by hand means someone re-reading and manually retyping every branch's numbers into one master file, every single reporting cycle, and re-learning each branch's quirks from memory each time.
The system learns each branch's own header vocabulary over a few reporting cycles and maps it to a standard schema behind the scenes. A header it hasn't seen before gets pulled out for someone to map once.
Once that mapping is confirmed, that branch's future submissions apply the same rule automatically, so the one-time setup cost doesn't repeat every month.
A column that doesn't match any known pattern, or a value that looks like the wrong unit, a hundred cases where every other branch reports individual units, gets pulled into a review queue instead of merged in silently.
This matters because a silent unit mismatch is exactly the kind of error that's expensive precisely because nobody notices it until a much later report doesn't add up.
The output is a single reconciled table that can feed straight into Excel, a SharePoint library, a Power Automate flow, or directly into an ERP such as Business Central or Sage 300.
Branch teams keep working in whatever format they already use. Nobody has to adopt a new spreadsheet template company-wide for consolidation to work.
A 30-minute call is enough to tell you whether AI pays for itself here.
