Data and analytics you can make decisions with
We bring scattered data together, make sure it can be trusted, and present it as reports and dashboards built around the decisions people actually make — not around the tables it happens to be stored in.
Sound familiar?
- 01Reports are assembled by hand each month and disagree with each other.
- 02Leaders wait for numbers while problems grow.
- 03Data sits in several systems with no common definitions.
- 04Dashboards exist, but nobody trusts or uses them.
What we do
Data pipelines
Reliable movement of data from operational systems into a reporting store, with checks that catch problems early.
Reporting and dashboards
Dashboards that answer “what needs my attention?” — with the denominator shown, so a number is a decision input.
Shared definitions
One agreed meaning for each key measure, so the same question gets the same answer everywhere.
Operational reporting
Statutory, board and management reports generated from source data rather than re-typed.
Data quality
Checks that flag missing, duplicated or inconsistent records — and say when a check could not run, rather than reporting all clear.
What you get
- Data model and metric definitions
- Pipelines with quality checks
- Dashboards and scheduled reports
- Documentation and training
Every engagement runs in short increments: you see working software regularly, scope changes are agreed before they are made, and handover includes documentation and training. How we work.
Tools we use in production
- PostgreSQL
- Python
- Grafana
- SQL-based reporting
The technology serves the problem. We recommend tools based on your needs and the team who will maintain them.
Questions we often hear
Do we need a data warehouse?
Not always. Many organisations get most of the value from well-designed reporting on their operational data. We recommend more infrastructure only when the need is clear.
Can you work with the data we already have?
Yes. We start by understanding what exists and how reliable it is, then decide what to fix at the source and what to reshape for reporting.
Who maintains the dashboards?
We build them so your team can maintain them, and offer ongoing support if you prefer.