Growth Insights for CEOs
Recent Posts

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

Are You Committing Marketing Malpractice? 4 Ways That CEOs Miss the Marketing Mark
Wed, Aug 27, 2014 — A prospective client recently reached out to me, having found me by searching for fractional chief marketing officers on the Internet. This C-suite executive, who shall remain nameless, dispensed with formalities and said, “I am interviewing 15 marketing firms, and I’d like a list of things that we could do for $20,000.” After I took a beat to absorb his “unique” approach, I responded as any ethical Chief Marketing Officer should – calmly explaining that there are many, many steps required before we could even begin to develop a budget to spend those $20,000 hard-earned marketing dollars – things like identifying goals, objectives, priorities and the like.