Services
Data Science and Analytics
From a business question to a defensible answer, with the working shown.
Overview
Data science and analytics cover exploring data, testing hypotheses, building statistical models and communicating findings. The craft lies in asking a precise question, choosing an appropriate method and being honest about uncertainty.
Our analysts and data scientists work alongside business teams so that analysis answers the question actually being asked, and so that results are reproducible and understood.
Problems we help with
- Reports that describe the past but do not explain it
- Conflicting numbers from different teams
- Analyses that cannot be reproduced when someone leaves
- Findings that are technically correct but not decision-ready
Capabilities
Exploratory and diagnostic analysis
Segment, trend and driver analysis to understand what changed and why.
Statistical modelling
Regression, survival, Bayesian and multilevel models.
Customer and operations analytics
Segmentation, funnel, cohort and process analysis.
Experiment design
Sample-size planning, test design and analysis.
Reproducible workflows
Version-controlled code and documented data lineage.
Insight communication
Narratives and visuals tailored to the audience.
How we approach it
- 01
Understand the question
Restate the problem and agree what evidence would change a decision.
- 02
Prepare the data
Profile quality, resolve definitions and document assumptions.
- 03
Analyse
Use methods matched to the question and test robustness.
- 04
Communicate
Deliver findings, limitations and recommended next steps.
Where it is applied
- Understanding drivers of churn or conversion
- Measuring the effect of a policy or campaign
- Segmenting customers or products for targeted action
- Root-cause analysis of operational variation
Outcomes to aim for
These are goals we design towards, not guarantees.
- A single, documented answer to a contested question
- Reproducible analysis assets
- Clear statements of confidence and limitation
- Prioritised next actions
Frequently asked questions
Bring us a decision you want to improve.
Tell us about the problem and the data you have. We will reply with a candid view of where we can help.