Software Engineering Needs Subjective AI
"Philosophy is about not letting the imaginary smug guy win." — Aristotle, probably Lately, I've been trying to put something…
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The token bill grows month after month. What are we actually getting for it?
Many large software organizations have given hundreds of developers AI tools, and many have already set targets for AI’s impact…
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From Deliverables to Defensible Understanding
When AI has done substantial intellectual work, that work should leave behind an understanding that people can examine, acquire and…
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AI adoption in Finnish companies is stepping up
From tools to processes Over the past year I have had around 200 conversations with senior leaders at Finnish companies.…
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What Would 5× Consulting Productivity With AI Actually Require?
Anyone who has ever had, or been, a kid in the back seat will recognize the question: Are we there…
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AI Makes Execution Faster, Value Operations Makes It Matter
AI is making it faster to turn ideas into solutions. But faster execution does not tell us what ideas are…
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AI-native process redesign: why process mapping is not enough
AI-native process redesign means rethinking how work gets done when people, AI and systems share responsibility for the outcome. It…
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AI Knows Everything From Nowhere
AI Knows Everything From Nowhere In the last post about why imitation isn't quite enough in consulting, we established, almost…
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AI in management consulting
Consulting Needs Subjective AI If I had to name a single thing that has been most surprising in the rise…
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Voiko prosessidataa hyödyntää AI-käyttökohteiden tunnistamiseen?
Monessa organisaatiossa on jo investoitu prosessilouhintaan. Data on olemassa, poikkeamat on tunnistettu ja raportit valmiit. Silti prosessit eivät muutu. Löydökset…
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