Use case

Analytics foundations and KPI reporting

Standardise metrics and build reliable reporting foundations so leaders can trust dashboards and teams can make decisions with consistent, timely data.

Example measures Data quality • Adoption
Typical outputs KPI model + dashboards
Core services Data science • Advisory
Improve reporting Back to use cases

Overview

This use case improves reporting by standardising KPIs, defining metric ownership, improving data quality, and producing dashboards and decision support that are consistent across teams.

What we standardise

  • KPI definitions and calculation logic
  • Data lineage and source-of-truth
  • Access and governance for reporting

What we deliver

  • Metrics model with clear ownership
  • Data quality checks and monitoring
  • Dashboards and decision-ready views

Diagram

Sources feed governed KPI definitions and dashboards.

Sources Apps, CRM, finance Operational systems KPI model Definitions, ownership Quality checks Dashboards Decision support Consistent reporting

Example measures

  • Data quality scores (completeness, timeliness)
  • Consistency of KPI definitions across teams
  • Dashboard adoption and usage patterns

Illustrative measures, tailored per organisation.

Typical deliverables

  • KPI catalogue and definitions
  • Quality checks and monitoring approach
  • Dashboards and reporting views

Want reporting you can trust?

We can help define KPIs, improve data quality, and deliver consistent dashboards.

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