Build and maintain datasets, dashboards, and reports analyzing customer usage, revenue, costs, forecasting, and budgeting. Reconcile source-system data with BI dashboards, investigate discrepancies, monitor metrics, support ad-hoc analysis, document processes, and help define shared semantic-layer metrics. The role uses SQL and BI tools across NetSuite, Salesforce, and Redshift, while supporting cloud cost, AI usage, customer profitability, renewals, and pricing analyses.