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Analysis that ends in a number.

Long-form pieces on AI in business operations: source data, the arithmetic for your CFO, and a program of action. With footnotes, without promises.

Operations and technology

The value gap

Why AI productivity never reaches the P&L

80% of AI users say they work faster. 6% of companies see a material EBIT impact. That difference is not a technology problem — it is a design problem: nobody built the mechanism that turns recovered time into results.

Andrzej Wodnicki · ITSG 12 minutes read · 9 September 2026

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