GlossaryFloor 4 · The Organisationa mosaic: AI is only one tile among manyFloor 4 · The Organisation
adoption
No. 036 · v2026-08FR: adoptionAdoption is the moment a tool actually enters the work: not when it is installed, but when people use it without thinking about it. Like a gym membership: paying the joining fee is not training.
What it is not
Adoption is not deployment: a count of distributed licences measures a purchase, not a use, and a tool available to everyone may be used by no one. Nor is it a curve that rises on its own, because a first week peak measures curiosity and falls back without saying anything about usefulness. Finally, it is not first of all a training problem: when a tool is not adopted, the most frequent reason is that it does not meet the real task, or that the time spent checking exceeds the time saved.
In depth
Four states
Four states are commonly confused, when telling them apart is enough to clear up most discussions. A tool that is rolled out is available; a tool that has been tried has been opened once; a tool that is used comes back on a real task; a tool that is adopted would be missed if it were taken away. The measure follows from that scale: neither licences nor sign-ins, but recurrence on real work and the share of the activity concerned. The most instructive signal is the return after the first failure, because an abandoned tool is almost always a tool that disappointed once without offering a way back. Adoption only arises, moreover, where a person has to change a habit, which separates it clearly from automation, where the task disappears without anyone having to take it up.
What makes a use stick
Three conditions recur in the uses that settle in for good. The tool arrives where the work is done rather than beside it, which avoids adding one more switch to an already fragmented day. The gain is perceptible from the first attempts, in the person’s frame of reference and not in the project’s, failing which the effort of learning is granted out of obedience and stops with the attention paid to the subject. The cost of checking stays below the gain, which is the condition most often ignored and the most decisive. Finally, adoption is never uniform across a team: a minority of intensive users is enough to produce a flattering average, which makes reading by segment more honest than reading by average.
What blocks
What blocks adoption rarely lies in the tool alone. The absence of an approved equivalent leads everyone to equip themselves on their own, which produces uses outside the rules rather than an absence of use. An unstated rule has a similar effect, because in the absence of a clear answer the cautious abstain and the others go ahead without saying so, which distorts any measure. Conversely, adoption made compulsory produces compliance with an instruction: measured usage rises, the effect on the work stays nil, and the indicator becomes misleading at the precise moment one believes it has been improved. Adoption must therefore be kept in its place, that of an intermediate indicator: what is sought is not that the tool be used, but that the work be changed by it.
Relations where the neighbours live
- Often confused with
- Floor 4 · The Organisationa mosaic: AI is only one tile among manyshadow AI
Check 3 questions · click your answer
Level 1 · Recognise
A company has distributed licences to all its employees. A tenth of them use the tool every week. Can this be called adoption?
Level 2 · Distinguish
Usage climbs sharply in the first week, then falls back and settles very low. What does this curve show?
Level 2 · Distinguish
A management team makes use of the tool compulsory, and measured usage climbs at once. What is that measure worth?
Who works with this 1 role
The roles for which this term is part of the ordinary work.
Lexigraph, "Adoption", v2026-08, https://www.lexigraph.org/en/adoption/, CC BY 4.0.