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TechnologyDatabricks Blog·July 17, 2026·Madelyn Mullen

Tech builds on AI. Finance protects the margin.

Summary

Rapidly scaling AI compute makes continuous margin control essential, requiring tech finance teams to replace monthly spreadsheet reconciliations with real-time operational data. By grounding financial metrics in Unity Catalog, Lakebase, and Genie One, organizations can build an adaptive ontology to track true gross margins, consumption revenue, and compute burn as they happen.

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