
How to become an AI-native company
What AI-native means at 5 to 100 people, the five things to build in order, what stays manual on purpose, and how to know it is working.
Short, practical notes from building AI systems inside owner-led companies: what got built, what it saved, what I'd do differently.

What AI-native means at 5 to 100 people, the five things to build in order, what stays manual on purpose, and how to know it is working.

The same four places in almost every company of 5 to 100 people. How to count yours in a week, and which one to automate first.
Ten years before AI: marketing, growth hacking and web projects for Nordic B2B companies, and a life built in Finland. Posts from 2016 to 2024, as I wrote them at the time.










































































































































































