OUR APPROACH · 03

Turn messy data into something usable.

Standardise, clean and organise information so teams can trust the numbers and use the same definitions.

STRUCTURE· Stage 03 of 05
DATA QUALITY WORKSPACE

RAW DATA

Cust-01£1,240?
CUST 11240.0UK
Cust-02N/AUK
→

TRUSTED DATA

CUST-001£1,240UK
CUST-002£980UK
CUST-003£760UK
WHAT THIS STAGE DOES

Build the foundation

We shape raw operational data into a consistent model that is easier to analyse, report and automate.

01Common definitions & naming
02Duplicates, gaps & quality issues
03Master data and key fields
04Reporting-ready data model

What we look at

1Common definitions & naming
2Duplicates, gaps & quality issues
3Master data and key fields
4Reporting-ready data model

What the business gets

✓Data dictionary
✓Cleaned core datasets
✓Quality rules
✓Reporting model
THE SHIFTFrom inconsistent records to one reliable business language.

Next: Analyse

Move from numbers to decisions.

Continue to Analyse →