Knowledge & research
In-depth papers on data, AI and decision-making: the accessible translation of our research and consulting practice, written for decision-makers.
Whitepaper · October 2026 · Martijn van Grieken
What needs to be in place before Copilot goes into production? Permissions, data quality, GDPR and the AI Act, costs and agents, with the public UK measurements, the Dutch government DPIA and a checklist of ten questions before go-live.
Whitepaper · September 2026 · Martijn van Grieken
Which decision in your organisation was taken differently this past month because data was available? A decision framework for organisations that invest in data and see their decisions stay the same: five links, two breaks, four stages and five things you can do tomorrow.
The AI Act deadline moved, the evidence problem did not. Why oversight asks for reconstruction rather than documentation, and how to set your systems up for it: three questions, two moments, five audit measures and five things you can do tomorrow.
Whitepaper · August 2026 · Martijn van Grieken
When does AI make our knowledge better, and when narrower? A decision framework for organisations deploying language models in knowledge work: two axes, four outcomes, two mechanisms, and five things you can do tomorrow.
Work with us
The people who build it also run it afterwards. Eindhoven, since 2014.
Martijn van Grieken
Director Data & AI
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