The Inadequacy of Enterprise AI Committees and Centers of Excellence

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General-Purpose Technologies, such as AI, must cause the enterprise to rethink and redesign its workflows, organizational structures, and business models. Most information technologies targeting the enterprise, e.g., business intelligence, refine and optimize existing processes rather than forcing their complete redesign. Failing to distinguish between a true General-Purpose Technology and a […]
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  • 28 October 2025
    October 28, 2025
  • Author esimoudis
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  • Views 1028
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From Conversation-Centric to Agent-Centric AI Models

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Enterprises have accelerated their efforts to integrate AI into operations. More recently, many have launched pilot projects to develop agent-based systems across various domains. Most of these agents rely heavily on the capabilities of conversation-centric foundation models such as GPT or Gemini. But as we deploy more capable agent-based intelligent […]
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  • 25 September 2025
    September 25, 2025
  • Author esimoudis
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  • Views 940
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Preparing the AI-First Enterprise Workforce for the Age of Agents

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As AI agents become more capable, how should the roles and responsibilities of the AI-first enterprise employees evolve? Which skills will matter at each level? How will technical and business teams collaborate to effectively leverage agents and agent-based systems? As the capabilities of agents advance, employees will move from executing […]
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Deciding Between AI-Enhanced and AI-First Business Processes

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The business world is buzzing with AI experimentation. However, a structured approach for moving from experimentation to production, although necessary, is often lacking, which hinders AI’s transformative potential. This article introduces a decision-support framework, implemented as a decision tree, to help executives mitigate the risks associated with decisions relating to […]
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