AI delivers ‘zero financial payoff’ to most companies, Apollo economist says

A recent analysis from Apollo Global Management found that outside of the biggest tech giants, corporate AI spending has "delivered zero financial payoff" across most major companies. While large enterprises poured billions into broad software rollouts, their overall profit margins and worker productivity have barely moved.

The core issue comes down to how businesses create value. As Apollo's chief economist pointed out, real business success depends heavily on human judgment, trust, and context—things a chatbot cannot provide on its own. Big corporations often struggle because they try to layer expensive AI onto outdated internal processes without a clear problem to solve.

For solo creators and small teams using tools like Bolt, Cursor, or Lovable, this dynamic is actually an advantage. You do not need a bloated enterprise budget to win with AI. You succeed by applying your own taste, industry experience, and direct problem-solving skills to build lean, targeted software that solves real user pain points.