Growth Insights for CEOs
Advice for CEOs on Growth and Scaling
Paul Sparrow
Paul Sparrow is a Managing Partner based in Charleston, South Carolina. He places battle-tested CMOs and CSOs in right-sized client engagements to generate growth strategies that achieve revenue acceleration and profitability. Paul is a business growth expert with over 30 years of strategic development and execution in a variety of industries and organizational settings, including Fortune 50, startups, turnarounds, and emerging growth. He can be reached via email at psparrow@chiefoutsiders.com or at (615) 351-7189.
Recent Posts

The AI Training Economy: The Human Expertise Behind the Agent Revolution
Wed, Apr 22, 2026 | Posted by Neil Isford
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

Closing the Small to Mid-Sized Company Merger – Is It Too Risky to Ink the Deal?
Thu, Mar 17, 2016 — In our previous post, we lit the fuse on the concept of how a merger or acquisition may be beneficial when swashbuckling one’s way through the uber-competitive marketing landscape of the present. By making it this far, you may have decided that this strategy may be prudent -- especially now that you know when and why you might consider M&A for your company. So let’s now take a look at the downside of such an initiative—the “glass-half-empty scenario.”
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