B2B Marketplaces: Build In-House or Spin Out?

2025-04-13
B2B Marketplaces: Build In-House or Spin Out?

Companies building B2B marketplaces to streamline transactions need to carefully consider ownership structure. New research shows that outright ownership offers greater control and supplier access but can also create regulatory hurdles and channel conflicts. Depending on objectives, a spinoff or independent startup can be effective. The article examines three common models: pure startups, internal units, and corporate spinoffs, weighing their pros and cons – internal markets offer security and resources, while external ones prioritize flexibility and innovation. The optimal choice depends on market fragmentation, the costs and benefits of independence, and the value of external partners or investors.

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Philosophy Eats AI: How Philosophical Frameworks Shape AI's Future

2025-01-19
Philosophy Eats AI: How Philosophical Frameworks Shape AI's Future

Research from MIT Sloan Management Review reveals that the success of AI hinges not just on technology, but also on the underlying philosophical frameworks guiding its development. The article argues that philosophy pervades AI, from training data to deployment, influencing reasoning, prediction, and innovation. Leaders must proactively leverage philosophical thinking, rather than relying on implicit principles, to unlock AI's full value and gain a competitive edge. Neglecting this philosophical dimension will lead to suboptimal returns on AI investments.

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