Growth Insights for CEOs

The AI Training Economy: The Human Expertise Behind the Agent Revolution
The challenge of training AI models on human expertise is not new.What is new is that three college dropouts just built a $10 billion business by productizing that exact problem at scale.
Executive Takeaways
- The AI training economy is already here — and a $10 billion startup is proof.
- You can't have capable AI agents without well-trained models. Human expertise isn't being replaced; it's being harvested.
- Fast followers still have a window, but waiting another 18 months may mean competing on scale alone, not quality.
- Most organizations are underestimating the speed of this workforce transformation. The time to build AI fluency is now.
Recent Posts

Can Your Product Be Easily Replaced?
Sun, Aug 12, 2012 — Have You Heard of Wally Pipp? Pipp was the first baseman for the New York Yankees in 1925. Folklore has it that on June 2 he asked to sit out the game because of a headache. The coach substituted Lou Gehrig, and that was the beginning of Gehrig’s streak of 2,130 consecutive games. What would happen to your product if it was replaced by a competitor, or worse, from another industry altogether?

3 Steps to Improving Customer Retention
Wed, Mar 28, 2012 — As someone who once helped the pest control giant Terminix exterminate a nasty customer retention problem, I've seen what a difference a few strategic adjustments can make. So if you're facing the same issue, let me assure you that there are steps you can take to stamp it out.

CEOs: Getting Business "From Here to There"
Sun, Sep 12, 2010 — I spent part of last month enjoying and being "filled" at the Willow Creek Global Leadership Summit. One of my favorite concepts was something so simple and yet so rich that I can't stop thinking about it: the idea that leadership is all about getting from HERE to THERE. Bill Hybels tee'd up the notion. And then soon after, Jim Collins built upon it in his "How the Mighty Fall" discussion.