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Source-backed operating notes

Systems Brief

Twice a month, never on Mondays. Field notes from operating the platform and from the research that produced the MSc thesis on AI adoption in Dutch SMEs.

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What you'll get

Operating notes

Short observations from governed workspace builds and SME AI adoption work.

Source-backed signals

Relevant regulation, market, and implementation signals with the noise removed.

Practical methods

Checklists and patterns we can explain, audit, and reuse.