Dashboard Development Cycle overview

Develops data dashboards from requirements through stakeholder acceptance -- gathering dashboard requirements including target audience, key questions, and decision contexts, designing data models and semantic layers that support required aggregations and drill-downs, selecting visualization types that effectively communicate each metric, building interactive dashboard prototypes and conducting usability reviews with stakeholders, implementing data refresh pipelines and access controls, validating metric accuracy against source-of-truth systems, and documenting dashboard usage guidance and metric definitions. Produces dashboard, data model documentation, and metric glossary. Excludes data infrastructure provisioning and ETL pipeline development.