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The 6%

Why AI transformation fails in the org chart, not the model — and how to find out whether yours will, before you finish paying for it.

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Ten pages · September 2026 · Osm, Ed.D. · Free, no email required — and printable to PDF from the page.

88%
Use AI in at least one function
6%
Attribute more than 5% of EBIT to it
55 : 20
Redesigned workflows — leaders vs the rest
1,993
Organizations, 105 countries

Why this report exists

Those four numbers come from a single source, McKinsey's State of AI in 2025, and they are almost always quoted badly. The 6% is not the share of organizations that redesigned anything — it is the share attributing more than five percent of operating profit to AI. The redesign figures are separate and, for anyone selling or buying a transformation, more useful: fifty-five percent of the high performers fundamentally redesigned how work flows, against roughly twenty percent of everyone else.

That distinction is the whole report. Adoption is universal, return is rare, and the separator is an organizational decision rather than a technical one.

The report is free and ungated. There is no form, no drip sequence, and no email required, because at this stage distribution is worth more than a list.

Contents

Ten pages, seven sections

  • 01 — The gapTwo numbers from one survey, stated correctly and sourced exactly, and why the 2024 excuses no longer hold.
  • 02 — It is not the technologyThe 55-versus-20 finding, what "redesigning a workflow" actually means, and why the redesign so rarely happens.
  • 03 — Readiness is a numberPsychological capital as a pre-deployment measure. What it predicts, why it moves, and how it differs from an engagement survey.
  • 04 — The network under the chartThe fifteen-minute organizational network map, the three patterns it always finds, and the highest-leverage move in any rollout.
  • 05 — Where the new way livesAdaptive space, why successful pilots die at quarter-end, and three structural tests you can apply this week.
  • 06 — The thirty-day assessmentAll three diagnostics as a four-week sequence an internal team can run alone, plus a table for reading the result.
  • 07 — Method and sourcesFull citations. Every figure in the document can be checked against its original.

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