What we learn and share.
Practical insights on AI, workshops and software. Written from our own day-to-day practice.

What does an AI workshop truly deliver?
It's not the buzz on the day that counts, but whether the team still uses AI three weeks later. Here's how to measure it.

Where do you start with AI in your business?
Not with a tool. Map your whole process first and find the most expensive half hour of the week. That's your starting point.

Is the code from your AI tool truly safe?
Vibe coding is fun until your data is out in the open. The last 25 percent, auth, permissions and secrets, is exactly where it breaks.

Why AI projects truly fail (it's not the tech)
Most AI projects don't fail on the tech but on adoption: a slick tool the boss builds and nobody uses.

Claude vs ChatGPT: what works better for business?
The honest comparison for SMEs. Why the difference only shows once AI runs inside your own work, and how to choose without falling for the hype.

How we built the Bietenradar (and why)
Started as an office joke, in national media within a day. How we built a working Bietenradar in a few days that predicts the sugar-beet smell per neighbourhood in Groningen.

Vibe coding is the future. But get your code checked.
Everyone builds software in a weekend now. Great. Until the first bug, or until your data ends up on the street. Why a developer who understands the output stays essential.