Dashboards and reporting
Decision-focused reporting built on agreed definitions, with the source of every number traceable.
Focus area 05
Data, Analytics and Digital Platforms
Most businesses have more data than insight. The gap is usually definitions, data quality and presentation, not software. We start there.
Scope. This page describes our focus and approach. Services are offered only within the scope of Papple World’s current licence and are confirmed with you before engagement.
Overview
Reporting, measurement and platforms
Most businesses have more data than insight. The gap is usually definitions, data quality and presentation, not software. We start there.
What this area covers
Capabilities and focus
Data foundations
Cleaning, structuring and connecting data from the systems a business already runs.
Platform development
Marketplaces, portals and multi-sided digital products designed to grow in stages.
Measurement frameworks
The small set of metrics that tells a team whether it is on track, and how to read them honestly.
Process
How we approach a data project
- Questions firstWhich decisions should this data inform?
- Agree definitionsWhat counts as a customer, an order, a conversion.
- Connect and cleanBring the sources together and test their quality.
- VisualiseClear views with the context needed to read them correctly.
- Review regularlyMetrics change as the business does. So should the dashboard.
Data principles
- Every figure should be traceable to its source and definition.
- We separate measured data from estimates and forecasts.
- We collect and retain only the personal data a purpose requires.
- We state the limitations of an analysis alongside its findings.
Related
Connected focus areas
Discuss a data or platform opportunity.
Tell us what you are trying to achieve, and we will tell you plainly whether and how we can help.
Start a conversation