- The challenge: In AI-native companies, agents now shape compute costs, usage pricing, and revenue recognition by the hour. Finance tools built on monthly extracts and spreadsheets surface what moved the margin weeks after it moved. - The solution: Genie One gives finance a data-smart AI coworker grounded in a live, governed ontology, so answers about margin, revenue, and compute reflect the business as it runs today. - The outcomes: Finance teams on Databricks close up to five business days faster, run real-time billing and reporting, and catch margin and metering risks while there is still time to act on them.