Competition in the AI value chain will be fierce

The AI value chain is highly competitive, as end-users work out what AI models could boost business performance

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In this article

  • Data collection and preprocessing
  • Model development and hosting
  • Model application
  • Maintenance and support
  • Big tech
  • Start-ups
  • Hyperscalers
  • Researchers
  • Hardware
  • Challenges
  • Cybersecurity
  • Transparency
  • AI marketplaces
  • Human capital

What is this?

This article is from the Oxford Analytica Daily Brief, which analyses geopolitical, economic, social, business and industrial developments on a global and regional basis, providing clients with timely, authoritative analysis every business day of the year. Find out more about the Oxford Analytica Daily Brief, or request a trial.