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

Winter is Coming: How Economically Healthy Are You?
Tue, Jul 18, 2023 — If you are a fan of the hit show “Game of Thrones,” you’ll appreciate where I’m coming from: The ominous pronouncement, "Winter is Coming," always managed to capture my attention since I could see through the fictional seasonal meaning it foretold and apply it to events in everyday life. The first time I heard those words, I couldn't help but feel a sense of foreboding. But as time went on, winter never actually arrived in Westeros. A similar mindset has taken hold in the U.S. business world, where we have been hearing for the past two years that we are in a recession -- when in reality, we are not and have not been.

Wizard or Witch? How to Keep Your Business Ahead of the Tornado
Tue, Mar 21, 2023 — My little sister, the owner of an upscale hair salon in Georgia, called last week. Twice. No message. In our family that means a twister has touched down in the backyard, so “call me back – now.” I eventually reached my dear sis and she spat, in a Wizard-of-Oz-Lions-and-Tigers-and-Bears-Oh-My tone of voice, her concerns over the economy. The collapse of two banks. Rampant inflation.