VDB IS

Insights

Notes from the work.

Short, opinionated pieces on adopting AI without wasting a year finding out what does not work.

Ownership6 min

Own the platform, not the licence

We develop intellectual property for our clients, not for ourselves. Every model, every line of code and every dataset ends up under your ownership.

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Adoption6 min

Most AI pilots fail for boring reasons

It is almost never the model. It is unclear ownership, a use-case nobody asked for, and no measurement of what changed.

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Assessment5 min

What an AI readiness assessment should actually produce

If the deliverable is a maturity score and a slide about the art of the possible, you have bought a brochure.

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Governance7 min

The EU AI Act: what a smaller business actually needs to do

Most SME deployments are limited-risk. The obligations are real but proportionate — and worth documenting before you scale.

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