The report someone rebuilds every Monday
Four exports, one pivot table, every week, forever.
Management reporting rebuilt as a live decision surface — one set of numbers everyone agrees on, current as of now, with the ability to ask the next question instead of requesting it.
You will recognise at least three of these.
- Someone exports from three or four systems and joins them in a spreadsheet.
- The pivot table is rebuilt weekly, and occasionally the formula range is wrong.
- Different departments present different numbers for the same metric.
- Any new question means a new request, and a wait of days.
- The report shows what happened, never what is about to.
Signals it is costing more than anyone has measured.
- Meetings argue about whose number is right instead of what to do.
- Your reporting is a person, and that person is a single point of failure.
- Decisions are made on data that is a week old because that's the cadence of the report.
- You have BI licences that nobody uses, because the underlying data was never modelled.
- "Can we see that split by region?" is a project.
What it becomes.
The work is not the chart; it is agreeing what a metric means and modelling the data once so the chart can be trusted. Definitions get written down — what counts as an active customer, when revenue is recognised, which jobs are billable — and then computed consistently everywhere. From there the numbers are live rather than weekly, drillable from a headline down to the individual transaction, and answerable in natural language for the questions nobody anticipated. The genuinely useful additions are the ones that watch on your behalf: a threshold crossed, a trend broken, a variance worth explaining, pushed to the person who can act rather than waiting to be discovered on a dashboard nobody opened.
What the system does
- One modelled source of truth, with metric definitions written down and applied consistently
- Live figures rather than a weekly rebuild, drillable to the underlying transaction
- Ask-a-question access for the queries nobody anticipated
- Alerting on thresholds, trend breaks and variances, pushed to the right person
- Role-appropriate views — the board's page is not the floor supervisor's page
What it connects to
- Every operational system that holds a number anyone reports on
- Finance, for the definitions that have to reconcile to the accounts
- Your existing BI tool if you have one — the modelling is the value, not the chart
- Email and chat, so alerts arrive where people are
It augments the systems of record you already run. Nobody is asking you to replace your accounting package.
Where we would start, and how long it takes.
The weekly report replaced by a live version — same numbers, reconciled to the existing one so people trust it — in about a week. Alerting and natural-language querying follow. The reconciliation step is not optional: a dashboard that disagrees with the old report, even correctly, gets ignored.
Others in data & decisions
The forecast that is really last year plus ten per cent
“You're planning demand, cash and headcount on a hunch with a spreadsheet around it.”
AI agents & copilotsThe judgment call that happens two hundred times a day
“Not the decisions that need a person — the ones that only got one because there was no alternative.”
Knowledge & internal searchThe answer that exists, in a document nobody can find
“Somebody already solved this. In 2023. In a PDF.”
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