The AI GPS: A Dashboard for the Enterprise CFO

29 July 2026

July 29, 2026
Author esimoudis
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The AI GPS: A Dashboard for the Enterprise CFO

AI, Uncategorized

Many corporations are starting their AI journey in the wrong way. The result is what I previously called The AI Pilot Purgatory. In the process, they make two mistakes. First, they lack an AI strategy. Second, they don’t engage the right members of their senior management teams in their AI-related […]

20 May 2026

May 20, 2026
Author esimoudis
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The AI Delegation Trap and the Productivity J-Curve

The Productivity J-Curve best explains AI’s productivity paradox. The investments across different categories beyond technology initially depress measurable output. Rather than making the necessary investments across these categories, CEOs of legacy corporations often fall into the Delegation Trap, treating AI as a tactical IT upgrade. This misallocation triggers the AI […]

28 April 2026

April 28, 2026
Author esimoudis
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The Inadequacy of Enterprise AI Committees and Centers of Excellence

Uncategorized

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 […]

10 March 2026

March 10, 2026
Author esimoudis
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Architecting the Corporate Industrial Policy to Survive the AI Stakeholder Squeeze

Incumbent corporations are investing in and incorporating AI, yet most fail to fundamentally alter their operating models or achieve strong ROI as a result. The root of this failure is not technological. It is macroeconomic and organizational. US enterprises are attempting to execute a paradigm-shifting technological transition within a market […]

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 […]