Tag: intent in outcomes out
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Why I Wrote Earned Autonomy

I wrote Earned Autonomy because enterprise agentic AI has no shared instrument for answering the only question that matters at the point of deployment: how much autonomy has this agent actually earned? The book supplies one. It is a governance methodology built around a 0–1000 score across five pillars and twenty criteria that turns an…
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Why I Wrote This Book on Agentic AI

Over the past eight months, I have had the opportunity to speak with senior technology professionals at Fortune 500 companies while evangelizing agentic AI solutions. What I realized surprised me: many of them were not doing agentic AI right. Not because of lack of talent or budget, but because they lacked a clear definition of…
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What is Agentic AI? Definition of Agentic AI

A Definition of Agentic AI — From the Practitioner’s Viewpoint “Agentic AI is the next enterprise workload abstraction: a governed, goal-driven software layer in which LLM-powered agents — equipped with memory, tools, and orchestration protocols — autonomously plan and execute multi-step business processes across your cloud, data, and application estate, the way containers once abstracted…
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I Read 50 Definitions of Agentic AI. Here’s the One the Builders Actually Need

Ask ten experts “What is Agentic AI?” and you will get twelve answers. I know, because I went looking. Over the past few weeks, I systematically reviewed the top 50 definitions of Agentic AI published across peer-reviewed scholarly journals (IEEE Access, Springer’s Artificial Intelligence Review, MDPI Future Internet, F1000Research), the leading industry research firms (Gartner,…
