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

7 Tactics for Customer Closeness with Improved Customer Profiles
Thu, Dec 23, 2010 — Customer Closeness Begins with Great Customer Profiles Think about your ideal customers. Do you have customer profiles to better understand who they are? Do you know them well or are they strangers? If they’re consumers, you might know basics like age, gender, household income, and some of what they buy. If they’re a business, you probably know what industry they’re in, what their revenues are, and some trends facing them. But knowing the basics won’t tell you what issues they face in their daily lives or business, how well they are or aren’t resolving those issues, where they go to find out more about resolving things and how they go about making a decision. You need to know what motivates them, how their attitudes and actions are measured, and what their priorities are. With detailed customer profiles, you can better customer closeness for your company. How do you get better customer profiles? Get to know your customers.