Technology Leader & AI Strategist
From founding tech companies to pioneering AI-assisted development. 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
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. These six pillars aren't theory. They're 30 years of consequences distilled into a system.
The root
Personligt ansvar
“Du äger varje rad kod. AI är bara verktyget.”
Accountability can't be delegated. Consequences create judgment — AI has no skin in the game. The moment you accept 'I own every line,' everything else follows.
◆ Read the insight →Medveten friktion
Because you take responsibility for every step
No auto-commits. No agents without oversight. Every checkpoint is a decision point. Slower per transaction, faster per correct result.
◆ Read the insight →AI kräver skarpare tänkande
Because you must validate what you own
You stop writing and start defining, validating, deciding. The shift is from builder to reviewer — cognitively more demanding, not less.
◆ Read the insight →Kontextfönstret ÄR verktyget
Because you're responsible for output quality
The real skill isn't prompting — it's what you fill the context window with. Your code, your ideas, your domain data. Input curation, not prompt engineering.
◆ Read the insight →Hela kedjan
Because accountability doesn't end at the code
Problem → Solution → Delivery → Payment. Those who've owned the customer see AI's potential immediately. Those who've only coded see faster coding — that's 10% of the value.
◆ Read the insight →Kunskap förstärks, den ersätts inte
Because you can't validate what you don't understand
Senior + AI = extraordinary results. Junior + AI = faster mistakes. AI is a catalyst — it makes knowing people faster, not unknowing people knowing.
◆ Read the insight →“Ansvar är inte en del av processen — det ÄR processen.”
What I do
From concept to deployed system. Understanding the complete chain.
Learn more →Training senior developers in practical AI orchestration. Not demos — production code.
Learn more →Voice is the unclaimed input layer. From 3-minute recordings to production systems.
Learn more →Board-level perspective on AI transformation, grounded in 30 years of hands-on experience.
Learn more →Background
No demos. No prototypes that die. Production systems that deliver value. 30 years of hands-on experience, ready for your challenge.