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Insights & Lessons

Practical insights from the front lines of corporate innovation. Lessons learned from building ventures, running programs, and helping organizations move faster.

Why Dashboards Don't Work for AI in Heavy Industry
venture building9 min read

Why Dashboards Don't Work for AI in Heavy Industry

We built a beautiful dashboard for industrial AI. Operators loved the data. Then we threw it away and built a chat interface instead. Here's what four prototypes taught us about where AI actually belongs in plant operations.

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What 13 Years in China Taught Me About Innovation Speed
east west-innovation14 min read

What 13 Years in China Taught Me About Innovation Speed

Chinese markets move at a pace most European corporates can't comprehend. What 13 years taught me about speed, customer proximity, and the 'good enough' philosophy, and how Western companies can adapt without copying.

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