DATA ANALYSIS
Understand your data. Support your decisions.
Data quality assessment, statistical analysis, reporting and visualisation for business decisions. We reconcile source information, define measures and deliver reproducible analysis with clear findings, assumptions and limitations.
- Data quality and reconciliation
- Reproducible analysis and findings
Define the decision and required evidence
We define the business question and inspect the information available to answer it. Data reconciliation, measure definitions and appropriate analytical methods establish a defensible basis for the findings.
- Inspect and reconcile source data
- Define measures before visualising them
- Explain missing information and uncertainty
Example project scopes
Analysis can support operational performance, customer activity and process improvement. The following examples illustrate clearly scoped applications of the service.
- Combine operational exports to show where work waits.
- Examine enquiry patterns by channel, time and customer group.
- Replace recurring spreadsheet assembly with a documented workflow.
Deliverables and handover
The engagement produces documented sources and quality limitations, measure definitions, reproducible analysis, visualisations and a findings report. A recurring dashboard is included only when ongoing reporting is part of the requirement.
Scope: A dashboard is recommended only where ongoing visibility is useful.
DELIVERABLES
What we deliver.
- Source and quality assessment
- Metric definitions
- Reproducible analysis
- Visualisations and findings report
HOW WE WORK
From requirements to handover.
- Define the question
- Assess the evidence
- Analyse and challenge findings
- Deliver a repeatable result
ENGAGEMENT DETAILS
Planning your project.
Does the data need to be perfect?
No, but its limitations need to be understood.
Can we start with spreadsheets?
Yes. Exports are often a practical starting point.
Do we need a dashboard?
Only if ongoing visibility is useful.
Can you explain it to nontechnical people?
Yes. The explanation and supported decision are part of the deliverable.
LET’S DISCUSS YOUR REQUIREMENTS