Notes & Insights

    Practitioner perspectives on AI implementation, strategy, and the things that actually matter.

    AI Strategy

    Why most SME AI pilots stall — and the two questions to ask before you start one

    The difference between an AI project that generates ROI and one that stalls at the data layer.

    May 2026
    •8 min read
    Regulation

    AI Act compliance for Belgian SMEs: What you actually need to know

    The EU AI Act is now enforceable. Here's what high-risk and limited-risk applications mean for your business.

    April 2026
    •12 min read
    Best Practices

    Building AI systems that people actually trust

    Why the model is only half the battle. How governance, training, and honest communication drive adoption.

    March 2026
    •10 min read
    Data Engineering

    Data readiness: The unsexy foundation that makes or breaks AI

    Before you train a model, ask these three questions about your data infrastructure.

    February 2026
    •9 min read

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