04
Data & Analytics
One version of the truth — reporting leadership trusts.
The business challenge
Management reporting is often a hand-stitched spreadsheet. By the time it lands it is stale, and every department brings a different number.
We build the data model, pipelines and dashboards so decisions rest on measurement, not instinct.
Capabilities
What we provide
01
Data modelling
Shared definitions and a metric dictionary.
02
Pipelines
Scheduled, monitored ingestion.
03
Dashboards
Role-specific executive and operational views.
04
KPI framework
Few metrics — the ones that actually steer.
05
Data quality
Validation, monitoring and clear ownership.
06
Self-service analytics
Enablement so teams can ask their own questions.
Technologies
Power BIPostgreSQLSupabasePythonLooker StudioAzure
Process
- 01Frame the questions
- 02Source audit
- 03Model
- 04Dashboard
- 05Adoption
Frequently asked questions
Do we need a warehouse?
Not always. At mid-market scale a well-designed database plus a few pipelines is often enough.
Sopiane Systems
Let's build a smarter digital operation.
Tell us where your operation stalls. After a short conversation you get a written recommendation.