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AI Expert · Ayming Innovation · Paris
Why do some organisations freeze when others move fluidly into AI?
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AIchange managementphilosophy
All the Unwritten Processes
Before an agent can do anything, someone must make the workflow legible to it — a massive, skilled, unpaid investment in articulation that roadmaps never name and the most peripheral workers absorb.
AIchange managementstrategy
The Ghost Competence
Deploying agents from day one doesn't remove the foundational learning phase — it makes it invisible, producing workers who look productive but never built the judgment to supervise what they delegate.
AIlinguisticstrategy
Briefing Is Not Chatting
Chat-style AI compressed the skill gap; agents reverse it — briefing rewards decomposition, specification and evaluation, the same managerial competences that educational capital has always distributed unequally.
AIphilosophylinguisticchange management
The Articulation Gap
The AI super-user advantage is not a tech phenomenon — it's a laundered version of Bourdieu's linguistic capital, and LLMs are the most efficient class-sorting machine we've ever built.
AIfuturesstrategyphilosophy
Who Is Conducting Whom?
Working with AI didn't extend my mind — it changed the plane on which I think, and the gap between those two things matters enormously for anyone building systems that depend on people thinking well.
AIstrategyfutures
The Human Bottleneck
The constraint in AI-augmented work has already moved — not away from the technology, but onto the human who must direct, review, and judge what the machine produces.
AIchange managementstrategy
The people in the middle of GenAI adoption
GenAI adoption stalls not because people fear the technology, but because organisations keep solving the wrong problem — and each failed rollout consumes trust that won't replenish itself.
change managementstrategy
When Feedback Fails
More than a third of feedback interventions degrade performance — not because the intent was wrong, but because most organisations treat feedback as a free good and skip the four design conditions that determine whether it helps or hurts.
change managementcrisis
When the Train Comes Off the Tracks
When performance slips, the instinctive managerial response is tighter control — which systematically destroys the information environment needed to fix the problem it was meant to address.

I study how artificial intelligence is reshaping organisations — and turn those observations into strategy and change management frameworks. Field-first. Observation-grounded. Actionable.

AI Expert · Ayming Innovation
Paris, France