Typical starting point
- Every department has its own numbers, and in the meeting none of them agree.
- The monthly report is assembled in two days of manual work from exports and pivot tables.
- There is data for forecasts, but nobody trusts the results because the calculation cannot be traced.
What we deliver
- KPI definitions signed off jointly by business units and management
- Data model and reporting layer from which all reports draw the same numbers
- Automated reports and dashboards with a traceable origin for every figure
- Statistical models and forecasts with documented assumptions and margins of error
- Data-quality checks that flag deviations before they reach a report
How it runs
- Clarifying the questions to be answered before any data is touched
- Data preparation and model, checked against known reference values
- Reports and dashboards, agreed with the people who read them
- Handover with documentation of the calculation method