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Insights · carousels

AI accelerates the individual.
The organization must capitalize.

Nine illustrated stories, board by board, on what generative AI really does to organizational knowledge, and how to make it an asset rather than a leak. Every carousel is developed here, explained, and readable by search engines.

Cover of the carousel “Understanding Marylink”: from the isolated prompt to a collective asset. Product

Understanding Marylink

From the throwaway prompt to the living brick: how AI moves from an isolated answer to a governed, collective asset.

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Cover of the carousel “The hidden seam”: Shadow AI as a raw material. Governance

The hidden seam

Your Shadow AI isn't a risk to shut down. It's a raw material to convert into a governed, collective asset.

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Cover of the carousel “The silent orchestration”: the agent that walks the practice graph. Product

The silent orchestration

Behind a good AI answer, an agent quietly composes your practices. The invisible choreography that executes your know-how.

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Cover of the carousel “Practice as the primitive”: practice as the atomic unit of know-how. Research

Practice as the primitive

Neither the prompt nor the document: the brick worth governing is the practice. The atomic unit of organizational know-how.

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Cover of the carousel “The token trap”: the economics of AI captivity. Economics

The token trap

The step-by-step mechanics by which organizations pay to lose their bargaining power against the AI industry.

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Cover of the carousel “Built-in inelasticity”: why organizations lose their elasticity. Economics

Built-in inelasticity

The economic concept behind dependence: why an organization loses its elasticity, and the way out toward sovereignty.

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Cover of the carousel “The living fabric”: know-how that circulates and passes on. Vision

The living fabric

An organization's know-how as a living fabric: what circulates, strengthens and passes on, instead of freezing or being lost.

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Cover of the carousel “Skipping the rungs”: the deliverable climbs faster than experience. Skill

Skipping the rungs

AI makes the deliverable climb faster than experience. The gap it digs, and how to restore the path beneath the deliverable.

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Cover of the carousel “The subsidised pricing trap”: dependence built behind low prices. Economics

The subsidised pricing trap

Three years of inference sold below cost to install dependence. Why the price increases are arriving now.

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