This is an illustrative sample article for the publication preview. It is not current reporting or an investment recommendation.
A technology can transform an economy without producing equally attractive returns for every company involved. The value created by a new capability and the value captured by its suppliers are not the same thing.
This illustrative essay asks how to evaluate an AI business without relying on predictions about current adoption or profitability.
The framework
One lens is bargaining power. Customers benefit when competing suppliers improve rapidly and lower prices. Suppliers benefit when they control a scarce input, own a distribution advantage, or become deeply embedded in a customer’s workflow.
Another lens is capital intensity. Revenue growth can look impressive while the cost of supporting that growth absorbs much of the cash. The economics should be evaluated across a realistic investment cycle.
The longer view
The central question is not simply whether AI becomes useful. It is where enduring differentiation develops, and who can retain a share of the resulting economic surplus.