Databricks says it is cash-flow positive while annualized revenue exceeds $7 billion, making it one of the clearest profitable AI-platform cases among major private companies.
AI profitability can look radically different depending on the metric. Gross margin, operating income, EBITDA, net income, and cash flow each reveal a different layer of the business.
AI companies can report explosive revenue while remaining deeply loss-making. Reading the income statement, cash flow, compute commitments, and adjusted metrics separately reveals the real business.