Your AI Initiatives Will Fail If You Don’t Address This Crucial Component First

Opinions expressed by Entrepreneur contributors are their own.

The conversations I am having with CIOs have changed dramatically over the past year. The conversation used to center around digital transformation milestones and cloud migration timelines. Now it’s about agents, multi-agent workflows and how to scale AI initiatives beyond proof-of-concept demos. But here’s what’s becoming painfully clear: Most organizations are trying to build the future of work on infrastructure that was barely able to accommodate yesterday’s demands, let alone tomorrow’s.

As a Field CTO working with organizations at various stages of their AI journey, I’m seeing a troubling pattern. Mature companies rush to implement new agentic technologies, only to discover

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