One dashboard the whole business reads.
For a business whose data is spread across tools that never quite agree, with no single place to read it.
The situation.
A company kept its numbers the way most growing businesses do: sales in one tool, costs in another, marketing spend in a third, and a spreadsheet stitched together by hand whenever someone needed the full picture. Each tool was right on its own and wrong the moment it met the others, because nothing reconciled them.
The cost showed up at every decision. A simple question, like which products actually make money, took a day of exporting and cross-checking, and the answer was stale by the time it arrived. The data existed; it just never came together in one place anyone trusted.
What got built.
The work starts with the questions the business actually needs answered, then traces each one back to the tools that hold the data. From there the engagement builds one pipeline that pulls from each source on a schedule, reconciles the figures against a single definition, and flags anything that does not line up instead of quietly averaging it away.
On top of the pipeline sits one dashboard built around how the business reads its numbers, not how the tools happen to export them. The pipeline runs on standard, documented tooling in the company's own accounts, so the data and the dashboard are theirs to keep, and a person reviews the figures that carry real weight before they drive a decision.
What changed.
The numbers stop living in a dozen places. The commitments here are system commitments, made in the contract rather than promised in a deck: the first live dashboard is ready within two weeks of kickoff, the figures reconcile to their source, and the pipeline refreshes on a fixed schedule from there.
The quieter change is trust. A figure on the dashboard traces back to where it came from, so a number people used to argue about becomes one they simply read and act on.
First live dashboard within two weeks of kickoff
What this would look like for you.
The same system fits any business whose numbers live in more tools than anyone can reconcile by hand.
