AI Tools & Products

AI Fails to Deliver Financial Gains for Most Companies

An Apollo economist claims AI has not provided financial benefits to most corporations outside tech, highlighting flat productivity and no significant gains.

TechCrunch AI · Oct 25, 2026

What happened

  • AI has not delivered financial benefits to most corporations outside of tech.
  • AI has not improved productivity for non-tech companies.
  • AI lacks understanding of key business factors like trust and culture.

Why it matters

The claim that AI has failed to deliver financial benefits to most corporations challenges the widespread belief in its economic value. It highlights potential gaps between technological hype and real-world business outcomes, raising questions about how companies are leveraging AI effectively.

The Elephant take

🐘 鼋 The Apollo economist’s critique is a reminder that AI isn’t a magic bullet for productivity. While tech giants may benefit, most businesses still struggle to turn AI into real gains, suggesting a need for more nuanced approaches.

Who should care

  • Business leaders
  • Investors
  • Economists

What to do next

  1. Evaluate AI implementation for real business impact
  2. Focus on trust and culture in AI strategies
  3. Seek out case studies of successful AI integration
  4. Monitor productivity metrics closely

Keep in mind

The analysis focuses on non-tech companies and may overlook specific use cases where AI has delivered value.

Read the original reporting at TechCrunch AI ↗