Technology Leader, AI Strategist & CAIO
From founding tech companies to pioneering AI-assisted development — and now Chief AI Officer. I transform how organizations approach technology — with pragmatism, accountability, and zero bullshit.
“You must drown in data to create structure
Du måste drunkna i data för att kunna strukturera
Messy and crisp
Voice as raw material. Structure as the goal.
Core foundation
Everything I build, teach, and deliver traces back to one conviction: you are personally accountable for every result. AI doesn't change that — it demands it. One foundation. Four pillars. A six-step work loop. Two habits. 30 years of consequences distilled into a system.
Your name on the code — your responsibility.
Because you must validate what you own
02Because the model does not know what you forgot
03Because context determines the result
04Because you can't validate what you don't understand
“Accountability is not part of the process — it IS the process.”Read my full philosophy →
Expertise
From concept to deployed system. Understanding the complete chain.
Learn more →Helping experienced teams do more with what they already know. Not demos — production results.
Learn more →Voice is the unclaimed input layer. From 3-minute recordings to production systems.
Learn more → See core-skills in practice →Helping leadership see what their organisation already has — and what it can become. Grounded in 30 years of hands-on experience.
Learn more →