Data preparation
Create analysis-ready datasets with decisions and transformations recorded.
- Cleaning rules
- Variable harmonisation
- Reproducible checks
Analytics, evaluation & learning
Move from data to a decision people can defend.
We prepare, analyse and communicate quantitative and qualitative evidence so teams can understand what happened, why it matters and what to do next.
The capability
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Analysis should make complexity navigable—not hide it.
We combine careful data preparation, appropriate methods and clear interpretation. The result is a transparent line between the source data, the finding and the decision it is intended to inform.
Quantitative analysis
Select methods that match the question, design and limits of the data.
- Descriptive analysis
- Regression and modelling
- Survey-weighted estimates
Qualitative analysis
Organise and interpret interviews, focus groups and open-ended responses.
- Coding frameworks
- Thematic synthesis
- Triangulation
Monitoring & evaluation
Connect indicators, implementation evidence and outcomes.
- Theory of change
- Indicator frameworks
- Evaluation synthesis
Dashboards
Build practical reporting views for teams that need recurring evidence.
- Decision-focused measures
- Power BI and Tableau support
- Documentation
Communication
Translate findings for technical and non-technical audiences without overstating certainty.
- Research reports
- Briefs and presentations
- Action workshops
How delivery works
Every result should be traceable to a method and source.
Interrogate
Understand the decision, design, provenance and limits of the data.
Prepare
Apply documented cleaning, derivation and quality checks.
Analyse
Use methods proportionate to the question and evidence.
Translate
Communicate meaning, uncertainty and practical implications.
Useful to know
Common questions
Yes. We begin with a structured data audit and clarify definitions, missing information and quality constraints before agreeing which analyses are defensible.
Yes. Dashboard work begins with the decisions and user roles the view must support. We can prepare datasets and build or support reporting in tools such as Power BI and Tableau.
Yes. We design the synthesis around shared questions and explicitly show where sources converge, add nuance or disagree.