05 / Practice
Data Analytics & Decision Systems
Turning scattered operational data into decision surfaces leadership actually opens on a Monday morning.
/ The problem
Where this work usually goes wrong.
Dashboards go unused when nobody agreed what the numbers mean. Two teams define revenue differently, the board sees a third figure, and trust in the reporting layer never recovers.
/ What we do
The work itself.
- 01
Warehouse modelling with metric definitions agreed and signed off in writing
- 02
Executive and operational dashboards built for a specific recurring decision
- 03
Forecasting and anomaly detection where the data genuinely supports it — and a clear statement where it does not
- 04
Enablement so your team can extend the model without us
/ What you receive
Deliverables, and how long it takes.
Typically 4–8 weeks to a modelled layer and first dashboards.
A modelled warehouse with a documented metric layer
Dashboards mapped to named decisions and owners
Handover training and documentation for your analysts