As we scale, the systems and data that power how we operate the business have not kept pace: revenue reporting relies on manual processes, spreadsheets sit where system-of-record data should be, and no single data layer connects account engagement to spend, revenue, and expansion. Deliver the Revenue Systems data mart from discovery through launch in partnership with Engineering, Corporate Analytics, and Finance, creating the first data layer that spans account engagement, spend, revenue, and upsell.