Three AI Factory Types

06 January 2026

January 6, 2026
Author esimoudis
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Three AI Factory Types

As 2025 drew to a close, the narrative surrounding enterprise AI began to shift. We moved from 2025 being the “Year of Experimentation” to 2026 shaping as the “Year of Deployment.” Under such a mandate, enterprises must develop and deploy their AI applications scalably, efficiently, and economically. For the large […]

28 October 2025

October 28, 2025
Author esimoudis
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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 […]

08 July 2025

July 8, 2025
Author esimoudis
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Agents In the AI-First Company

AI agents are an important component of the transformation to become an AI-first company. Corporations undertaking this transformation must understand where and how to incorporate agents and which agent types to utilize in the AI-centric processes they establish and the organizational structures they adopt. The article presents AI agent types, […]

30 June 2025

June 30, 2025
Author esimoudis
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The AI-First Company

Introduction In today’s corporate digital transformation landscape, “AI-first company” is emerging as a term that deserves real attention, not just another consultant’s buzzword. But can an incumbent truly transform to become AI-first, as Intuit is attempting, or must it be designed that way from inception, like Tesla? In my previous […]

24 June 2025

June 24, 2025
Author esimoudis
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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 […]