Perspectives, frameworks and practice notes from the field.
Substantive writing on the operational reality of AI inside the enterprise. No vendor commentary, no trend analysis.
Perspective
Q2 · 2026
Article in Dutch
The five layers of AI fragmentation that enterprises consistently underestimate.
The biggest AI risk is not technological but operational, structural and political. A practitioner's view on five fragmentation patterns we keep seeing in enterprise environments.
Read the perspectiveFramework
Q2 · 2026
Article in Dutch
Designing decision points for human-in-the-loop AI systems.
A reference framework for scalable decision points: thresholds, escalation, accountability and the operational metrics that actually matter.
Read the frameworkPractice note
Q1 · 2026
Article in Dutch
Why AI governance rarely holds up within operational functions.
Governance designed at a policy level rarely survives operational reality. A view on what does work — and what consistently does not.
Read the practice notePerspective
Q1 · 2026
Article in Dutch
From experimentation budget to operational budget.
The shift from AI as an innovation line item to AI as an operational line item is the most important financial signal of operational maturity.
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Note: the full insight articles are currently published in Dutch. English translations are in preparation.
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