Collection

Tag: gross-margin

Gross Margin, Operating Profit, EBITDA, and Cash Flow: Which AI Profit Metric Actually Matters?

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.

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Why Artificial Intelligence Broke the Traditional SaaS Profitability Model

Generative AI looks like subscription software on the surface, but training, inference, model refreshes, and compute-heavy usage make its margin structure materially different from classic SaaS.

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