Notes on quality work, information security, readiness and training. Written in Finnish for the most part — the topics are largely tied to the Finnish operating environment.
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Workshop Diary: When the Data Already Lives in the Cloud
When data already lives in Microsoft 365, the security boundary moves from the network to identity. SharePoint, Graph API, Intune and account control.
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Workshop Diary: Buy the Power, Not the Liability
Local AI needs power. You can buy it from the cloud — but security responsibility moves to the contract. DPA, SLA and NIS2 supply-chain duty.
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Workshop Diary: The Data Stays Home
I built a local AI and RAG for document chaos — the knowledge stays inside the house, searchable and traceable. How it came to be, and where I stumbled.
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VSME and the Reality of Manufacturing
EU environmental goals arrive at industrial SMEs as customer questionnaires. VSME is designed to lighten that burden — and manufacturing starts from a better position than many believe.
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What Operational Command Requires
Nobody shouts or plays hero at a command point. They build situational awareness, make decisions on incomplete information, and keep their voice calm.
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72 Hours — What Home Preparedness Teaches Companies
Households are advised to cope on their own for three days. Ask your company the same question: what is your corporate emergency supply?
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Spontaneous Helpers Are an Asset, Not a Risk
When something serious happens, people always show up wanting to help — no course, no vest. How do you put that force to use?
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Security of Supply Begins in the Supply Chain
The state of the world has brought inventories and alternative suppliers back into fashion. A practical exercise: name your five most critical suppliers.
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Why Does a Volunteer Show Up?
Volunteers cannot be ordered. Yet they come — in the middle of the night, into the rain, for a stranger. For a leader, this holds the most important lesson.
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NIS2 in Small and Mid-sized Industry — What You Actually Need to Do
NIS2 has caused more sweat in offices than its contents deserve. A practical list of where to start.