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Niels Roest · Forward Deployed AI Engineer
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What I write.

Practical pieces from the field — on production AI, agentic workflows and the rules that matter (EU AI Act, GDPR) for healthcare, finance, scale-ups and SMEs.

  • Production AI
    24 June 2026
    10 min

    Why most AI pilots fail — and what the exception does differently

    MIT, Gartner and RAND point the same way: AI pilots rarely fail on the model, and almost always on integration, problem selection and the leap to production. The numbers behind 'POC purgatory' — and what the 5% that make it do differently.

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  • EU AI Act
    17 June 2026
    7 min

    EU AI Act: the 2 August 2026 deadline is being postponed to December 2027

    On 16 June 2026 the European Parliament adopted the postponement. High-risk moves to 2 December 2027 — but a few rules have applied since 2025. The state of play, and what to do now.

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© 2026 Niels Roest·Last updated: June 2026
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