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Field Guide #06 - 35 min read

Beyond Individual AI Adoption

Why individual AI capability does not become organizational capability

5 of 5 individual capability measures rose in twelve weeks. Organizational maturity moved for only half the firms. The gap has a name: translation.

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5 of 5

individual capability measures that rose

≈1 in 2

organizations whose AI maturity moved

1 in 3

of 500+ AI licences logged in daily

4

forces that decide whether capability travels

01

The four forces of translation

Capability refresh, the bandwidth paradox, peer recognition, and knowledge-asymmetric governance. They run in parallel rather than in sequence, and at any moment each one is either carrying translation forward or holding it back.

02

Leadership investment is the gate

None of the four forces runs until leadership funds the time, the budget and the mandate. Across the cohort, mandate to act rose while internal support held flat. The champion carries the difference.

03

Read your firm as a translation profile

Capability is dense around the person you trained and thins with organizational distance. Stop asking what stage you are at. Measure translation by distance from the champion, and extend the radius ring by ring.

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The one-page map

An infographic that summarizes the whole guide.

“

When AI capability belongs to a person and not to the organization, the value leaves when they do.

Beyond Individual AI Adoption

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Read the first three pages here. Leave your email to download the full PDF.

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