- Essays··11 min read
The '19%' problem: what Gartner's productivity surveys actually measured this spring
Two Gartner surveys published in May 2026 reveal a measurement crisis enterprises have not yet named: time saved per AI seat is real, but organisations lack the controls to redeploy that capacity or quality-gate its output before it reaches the P&L. Between 60% and 89% of firms see zero detectable productivity impact despite widespread adoption. That is a governance problem that registers as a measurement problem and gets blamed on the models.
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the 0.1% problem · when the productivity number depends on who's holding the ruler
BofA's 10x and the economy's 0.1% measure different things and call both 'productivity'. The number is only as honest as the ruler, and right now almost everyone is holding the ruler that pays them.
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