She turned to the backup plan: a temp extract. The data warehouse team had pushed the latest sales table to a BI schema the night before. Mara accessed the warehouse directly, armed with a SQL query she’d used before. The results streamed—rows of transactions, timestamps, territories. It wasn’t the interactive QlikView dashboard, but it was honest data, and honesty is a reliable ally.