Scope & quote
Check data suitability, permissions and the analysis questions.
From rows of data to a useful management conversation.
You have survey responses or operational records, but a spreadsheet alone does not tell your team what matters. Missing values, inconsistent categories and unclear comparisons can obscure the useful findings.
The investigation
Make existing data useful to management.
We assess the structure and quality of existing data, clean agreed issues, produce descriptive comparisons and explain the limits of the findings. The analysis begins with the management question, not the chart type.
Illustrative engagement
An organisation has customer feedback from several branches. A report shows response counts, missing answers and comparable satisfaction patterns, and explains why respondents may differ from all customers.
Typical outputs
- Data-quality checks and cleaning log
- Descriptive analysis and clear charts
- Management-ready findings and comparisons
- Methods note and limitations
What you provide
- A de-identified dataset and a field dictionary
- The questionnaire, collection method and dates where relevant
- The management questions and permission to use the data
Research & analysis
Document cleaning, denominators and comparable groups.
Review & handover
Explain patterns, uncertainty and practical follow-up questions.
Evidence & quality
Review sources, assumptions, limitations and confidentiality.
Your projectAgree the work
Agree the work
before we begin.
We review your data and the questions behind it, agree the checks and comparisons, and explain the findings in a report your team can discuss.
We confirm the approach, deliverables, timing and fee in writing so you know what to expect.
How we work together