Data: Analytics & Intelligence
Data Analysis
Clear answers to the questions that matter, backed by data you can trace and trust.
The problem
Signs you need this
- 01
Leadership has questions the current reports cannot answer
- 02
Data exists but nobody has time to analyse it properly
- 03
Decisions are made on instinct because numbers conflict
- 04
A one-off investigation is needed before a major decision
Deliverables
What is included
Scope is confirmed during discovery. A typical engagement includes:
- Agreed questions and hypotheses
- Cleaned, documented analysis datasets
- Findings report with charts and plain-English conclusions
- Recommendations with expected impact
- Reproducible notebooks or queries
How we deliver
A clear path from first conversation to results
- 01
Assess
Map data sources, owners and quality, and agree the questions the business needs answered.
- 02
Model
Define metrics, a clean data model and the logic behind every number.
- 03
Build
Pipelines, warehouse tables and reports built iteratively with your analysts.
- 04
Validate
Reconcile figures against source systems and sign off definitions with stakeholders.
- 05
Adopt
Training, documentation and a support rhythm so the work is used, not shelved.
Typical technologies
- SQL
- Python
- pandas
- Excel
- Power BI
- Jupyter
We choose tools to fit your team, licences and constraints, not the other way round.
Questions
Frequently asked questions
What do you need from us?
Access to the relevant data, a business owner for the questions, and an hour or two of their time each week.
How quickly can we get answers?
Most focused analyses take two to four weeks depending on data access and quality.
More in Data: Analytics & Intelligence
Data Visualization & BI Dashboards
Dashboards in Power BI, Tableau, Looker or custom web apps that people check daily and trust.
Data Engineering & Pipelines
ETL and ELT pipelines and cloud data warehouses that bring scattered data into one reliable place.
Business Intelligence & Reporting
Regular management, financial and operational reporting that is automated, accurate and on time.
Ready to talk about Data Analysis?
Tell us what you are trying to achieve. We will reply within one business day with questions, a suggested next step and an honest view of whether we are the right fit.