From a half-day in spreadsheets to a live dashboard
How a recurring weekly report stopped eating an afternoon and started keeping itself up to date.
Where it began
During the survey, one task came up again and again: every Monday, someone exported numbers from three different systems, pasted them into a spreadsheet, fixed the formatting, and emailed it round. Half a day, every week, and the figures were already going stale by the time anyone read them.
How it fits together
The manual copy-paste step is replaced by a scheduled pipeline. Data flows from the systems you already use into one place, and out to a live view.
The walkthrough
Map the report
We start with the report itself: which numbers it contains, where each one comes from, who reads it, and what decisions it actually drives. Often a few columns turn out to be noise.
Connect the sources
Read-only connections to the CRM, accounting tool, and analytics. Nothing is changed in the source systems; we only read what we need.
Build the pipeline
A scheduled job pulls the data, cleans it, and combines it into one consistent shape. This is the part that used to be done by hand in a spreadsheet.
Design the dashboard
One clear view that answers the real questions at a glance, available to the team any time rather than buried in an inbox.
Automate the summary
For people who prefer a digest, a short email goes out on schedule with the key figures and a link to the live view.
Hand over
Documented and owned by the team. Adding a new metric later is a small change, not a rebuild.
Exact tools depend on what you already run. We lean on what fits your setup rather than adding a heavy new platform.
What changed
- •Half a day each week spent copying and formatting
- •Numbers already stale by the time they were sent
- •One person was a single point of failure
- •Different versions of "the truth" living in inboxes
- →The report assembles itself on schedule
- →Always-current figures, available any time
- →No single person holding it together
- →One shared view the whole team trusts
- That half-day comes back, every single week
- Decisions made on current numbers, not last week’s
- New metrics added in minutes, not rebuilt by hand
- The team stops waiting on one person for the report
Could this work in your business?
Every project like this starts the same way, with a survey that finds the work worth automating. Book a free intro call and we will tell you honestly whether it fits.