• Media type: E-Article
  • Title: AI and business model innovation : leveraging the AI feedback loop
  • Contributor: Katsamakas, Evangelos [VerfasserIn]; Pavlov, Oleg [VerfasserIn]
  • imprint: 2020
  • Published in: Journal of business models ; 8(2020), 2, Seite 22-30
  • Language: English
  • DOI: 10.5278/ojs.jbm.v8i2.3532
  • ISSN: 2246-2465
  • Identifier:
  • Keywords: AI strategy ; Business Model ; Platforms ; Digital Transformation ; Dynamic Complexity ; Aufsatz in Zeitschrift
  • Origination:
  • Footnote:
  • Description: Purpose: The article analyzes the effects of Artificial Intelligence (AI) on Business Model Innovation (BMI), focusing on the platform business model. Design/Methodology/Approach: Proposes a CLD (Causal Loop Diagram) model and analyzes the model to discuss insights about the structure and performance of the business model.Findings: Shows that AI enables key strategic feedback loops that constitute the core structure of the business model.Practical Implications: Managers and entrepreneurs who seek to leverage AI should invest in the AI feedback loops. An AI strategy for BMI should seek to create, strengthen, and speed-up AI feedback loops in the business model.Originality/Value: Analyzes the effects of AI on BMI while accounting for dynamic complexity as a business model property to be understood and leveraged. Contributes to our understanding of the business value and impact of AI.
  • Access State: Open Access
  • Rights information: Attribution - Non Commercial - No Derivs (CC BY-NC-ND)