ARTFEED — Contemporary Art Intelligence

Vertical AI Firms Face Unbundling by General-Purpose Agents

publication · 2026-05-20

A recent paper on arXiv posits that general-purpose AI agents are disrupting the conventional vertical AI firm model, which has traditionally integrated workflow, domain expertise, and accountability into a unified application. The authors suggest that certain companies might benefit from adopting a 'headless' approach—delegating workflow and interface responsibilities to agents while offering domain knowledge as callable services. However, they caution that this tactic could be detrimental for some organizations. A crucial difference exists between the movable interface boundary and the often-fixed accountability boundary. The study references Coase's theory of the firm, the platform envelopment framework by Eisenmann, Parker, and Van Alstyne, and Teece's insights on complementary assets and appropriability. The paper, titled 'Going Headless? On the Boundaries of Vertical AI Firms,' is cataloged on arXiv under ID 2605.17812.

Key facts

  • Vertical AI firms historically bundled workflow, domain logic, and accountability.
  • General-purpose AI agents are unbundling that package.
  • Founders and investors advocate 'going headless'.
  • Going headless is correct for some firms and destructive for others.
  • The interface boundary can often move; the accountability boundary often must not.
  • The paper draws on Coase's theory of the firm.
  • It also uses Eisenmann, Parker, and Van Alstyne's platform envelopment framework.
  • Teece's analysis of complementary assets and appropriability is referenced.

Entities

Institutions

  • arXiv

Sources