Where the work starts
- Map critical decisions, data sources, and the definitions that are currently disputed
- Design a governed semantic layer or ThoughtSpot/BI model that reflects how teams operate
- Prioritise the dashboards, alerts, and self serve journeys that matter for revenue and operations
Intended outcomes
- Metric definitions aligned across finance, product, and operations with clear ownership
- Dashboards and search driven analytics that load quickly and answer follow up questions
- Training cadences that drive adoption and lower reliance on ad hoc requests
Tools in context
ThoughtSpot, Superset, dbt metrics, Power BI, Hex