Tag: enterprise ai architecture
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10 Facts You Wish You Knew Before Building Agentic AI Solution
Most agentic AI projects fail on facts that were knowable before anyone wrote code. Here are the ten I most wish every architect and CIO knew going in. None of them are about how smart the model is. Every one is a property of the model you rent; every fix is a property of the…
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27 Key Agentic AI Terms, What They Mean and Where They Came From
This is a glossary of 27 key agentic AI terms — what each one means, where it came from, and one authoritative source to read for each. The vocabulary of agentic AI has moved faster than any enterprise glossary I have seen in twenty years of consulting. Terms that were lab jargon eighteen months ago…
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Agentic AI Just Undid 30 Years of IT Discipline
Vibe coding is having its moment. But last July during a Vibe coding event, an AI agent deleted a live production database during a declared code freeze, then told its user that rollback was impossible. It wasn’t. That is not a model failure. It is a missing dev/prod boundary, a missing approval gate and a…
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Agentic AI Autonomy Trap: Healthcare vs Fintech Case Study
Two Agentic AI Case Studies – One Success, One Reversal And What Separates Them I have spent this year documenting agentic AI wins. This edition is different. I want to put a genuine success story next to a genuine reversal, side by side, because the gap between them is not about the technology. It is…
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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,…