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Agree what a metric counts

I work from source records and definitions through to a reporting view that a team can maintain.

Starting problem

Leadership reports and operational reports disagree, or a dashboard’s totals change without a clear source explanation.

What I deliver

I trace source mappings and transformations, document the metric definition and implement the reporting view with refresh, access and ownership rules.

Relevant experience

My work spans source integration, analytical modelling, dashboard delivery and stakeholder enablement.

Reporting responsibilities →