ARTICLES
Insights and guides
Articles and practical guides from our work with clients.
AI Tools Are Splitting Product Development Into Two Speeds: Prototype Fast, Scale Smart
"Engineers focus on making products scalable and sustainable, PMs focus on moving the ball forward" This shift is accelerating FAST with tools like Claude Co...
How AI-Native Consultants Are Flipping the 70-30 Rule That's Killing Traditional Consulting
Traditional consultant teams spend 70% of their time on slides/doc creation and data gathering, AI-native consultants flip this to focus on stakeholder manag...
The Deutsche Bahn Paradox: Why Germany's Railway System Keeps Getting Worse Despite High Demand and Investment Promises
What happened to the Deutsche Bahn? I would really like to know ... Ten years ago, I had a Bahncard 100 and was genuinely excited about train travel in Germa...
Claude Plugin for PowerPoint Finally Gets Presentation AI Right
The Claude Plugin for Powerpoint is finally usable so I enjoyed making slides again. Still not perfect but big progress. The branding controls are still limi...
Why Sequoia's AI Automation Strategy Misses the Mark for Most Companies
I think Sequoia got it wrong where to start automating with AI Julien Bek from Sequoia argues you should start with "autopilot" AI tasks since they offer the...
Why Europe's Grant Culture Is Driving Its Best Entrepreneurs to Silicon Valley
Why do smart European entrepreneurs move to Silicon Valley? It's not the weather – it's also Investment vs. Grants and what kind of projects it attracts. Gra...
Real AI Job Impact Data Shows 5-8% Coverage, Not the 50-80% Replacement Hype
Reality Check: How much has AI taken over for each job so far I just spent the weekend diving into Derek Wang's incredible Reverse-Karpathy Dashboard, and th...
AI Job Exposure Map Reveals Which US Occupations Face Disruption - European Version Needed
Interesting prediction how AI will change US jobs - does this exist for Europe/Germany as well? Instead of endless debates about AI's impact, Karpathy built ...
Why Sequoia Thinks AI Services Will Crush Software in the $6 Trillion Battle
Sequoia just flipped the SaaS playbook on its head — they're betting services will eat software's lunch. Here's the truth: we're witnessing the biggest shift...
Australian Entrepreneur Uses ChatGPT and AlphaFold to Save Dying Dog for $3,000, Outperforming Entire Pharmaceutical Pipeline
An Australian entrepreneur's dog was dying. Vets gave up. So he turned to ChatGPT and AlphaFold—and saved his pet's life. This is why AI will revolutionize h...
AI Systems That Research and Improve Themselves Are Already Here
While everyone's debating AI's future, Andrej Karpathy just showed us it's already here: AI systems that research, experiment, and improve themselves autonom...
How McKinsey's AI Chatbot Got Hacked Because of Corporate Culture, Not Bad Code
Here is exactly how McKinsey's AI chatbot got hacked... by another AI The security breach happened because of something far more dangerous than bad code: cul...
Why 80% of AI-Disrupted Jobs Don't Need Better Technology—They Need Better Implementation
Anthropic just dropped a reality check: 80% of jobs facing AI disruption don't need better tech, just better implementation—here's what that means for your b...
McKinsey's Days-Long Board Presentations Now Done in Minutes with AI-Powered Pyramid Principle
Currently it takes McKinsey or BCG days to prepare a storyline for an enterprise board of directors. Watch how they could do it in minutes with our AI using ...
Why Bad Engineers and Legends Both Love AI Coding Tools While Average Developers Don't
Why do both terrible engineers like PMs^^ and engineering legends both swear by Claude Code, while everyone in the middle barely gets value out of it? It's t...
Why 73% of AI Initiatives Fail: CEOs Are Thinking 10% When AI Demands 10x Transformation
Most CEOs are still thinking 10% improvements when AI demands 10x transformation - that's why 73% of AI initiatives fail spectacularly. Here's the problem: T...
Solo Developer with AI Outpaces Entire Scrum Teams Before Lunch
My expectations are getting confused - client teams deliver 3-5 features in 2-week sprints, while I ship the same solo with Claude before lunch. Remember the...
Why AI Employees Will Beat AI Tools in the $2.3T Market Shift
Everyone's selling AI tools. I'm selling AI employees. Here's why that $2.3T shift changes everything for product teams. The tool market caps out at around €...
Saudi Arabia's Accidental Blueprint for the Post-Work AI Economy
AI and Robots may turn us all into Saudi Arabia - but not how you think. Who's actually ready for a world where AI does all the work? The USA? Their entire i...
Why AI Will Make Human-Centered Consultants More Valuable Than Ever
AI won't kill consulting—it'll make consultants who can't adapt extinct. The survivors will trade their Excel wizardry for something machines can't replicate...