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Articles on Philipp D. Dubach | Quantitative Finance & AI Strategy · May 17, 2026

Reconciling Enterprise AI Revenue

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× This article accompanies the full research report, Reconciling Enterprise AI Revenue: A Methodological Crosswalk and Vendor-Level Census, 2025 . The PDF contains the 68-vendor census, the six-tier framework, each sourced deduction, and the netting of structural double-counts. Three widely cited enterprise artificial intelligence (AI) revenue figures published in 2025 differ by 40x. A fourth, the…

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