Transformation Enterprise Architecture with Agentic AI: Designing Intelligent, Adaptive, and Self-Governing Systems
暫譯: 以 Agentic AI 轉型企業架構:設計智慧、適應性與自主管理系統
Goniwada, Shivakumar R.
- 出版商: Apress
- 出版日期: 2026-09-29
- 售價: $2,130
- 貴賓價: 9.5 折 $2,023
- 語言: 英文
- 頁數: 582
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9798868831089
- ISBN-13: 9798868831089
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相關分類:
Large language model、Microservices 微服務、DevOps
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相關主題
商品描述
This book is a practical guide to transforming enterprise architecture in the age of generative AI. As intelligent systems reshape how organizations build, scale, and govern technology, this book bridges the gap between traditional architectural frameworks and the emerging GenAI-driven landscape.
The book begins with an overview of enterprise architecture principles, including TOGAF, Zachman, and Gartner frameworks, and dives into core architectural layers--application, data, technology, infrastructure, and security. It then introduces the fundamentals of Generative AI, its model types, and its rapid evolution within enterprise contexts. The core of the book is how GenAI disrupts and elevates architectural thinking--from conversational modeling and automated decision records to reimagining design lifecycles through intelligent automation, augmentation, and autonomy. Readers will learn how to modernize application portfolios, document and repair APIs, and embed LLMs as intelligent middleware. Dedicated chapters explore GenAI's transformative impact on platform engineering, DevOps, cloud/edge infrastructure, observability, and AI-augmented governance. Key use cases include auto-generating code and configurations, orchestrating deployment pipelines with non-human agents, enabling self-documenting platforms, and enhancing security through GenAI-driven threat modeling and compliance enforcement. The book concludes by examining responsible AI practices and human oversight in autonomous architectures, offering practical insights into creating secure, scalable, and resilient systems powered by GenAI.
Whether you're an architect or developer, this book provides a modern framework for applying GenAI across the enterprise stack and designing the next generation of intelligent, adaptive, and self-governing enterprise systems.
What you will learn:
- Understand core enterprise architecture principles and frameworks in the context of a generative AI-driven world.
- How GenAI is disrupting and enhancing every layer of enterprise architecture--from design to deployment.
- Explore practical methods for integrating GenAI into application architecture, API ecosystems, and DevOps pipelines.
- Discover how intelligent agents, automation, and orchestration are reshaping platform engineering and cloud infrastructure.
Who this book is for:
This book is for enterprise architects, AI practitioners and machine learning engineers seeking to integrate Generative AI into enterprise systems.
商品描述(中文翻譯)
本書是一本實用指南,帶領讀者在生成式 AI 時代轉型企業架構。隨著智慧系統重新塑造組織建置、擴展與治理技術的方式,本書彌合了傳統架構框架與新興 GenAI 驅動環境之間的落差。
本書首先概述企業架構原則,包括 TOGAF、Zachman 與 Gartner 框架,並深入探討核心架構層次——應用程式、資料、技術、基礎架構與安全性。接著介紹生成式 AI 的基礎、模型類型,以及其在企業環境中的快速演進。本書的核心內容在於探討 GenAI 如何顛覆並提升架構思維:從對話式建模與自動化決策紀錄,到透過智慧自動化、增強與自主性重新構想設計生命週期。讀者將學習如何現代化應用程式組合、記錄與修復 API,以及將 LLM 嵌入為智慧中介軟體。專章將探討 GenAI 對平台工程、DevOps、雲端/邊緣基礎架構、可觀測性,以及 AI 增強治理所帶來的變革性影響。重要使用案例包括自動產生程式碼與組態、使用非人類代理程式編排部署管線、打造可自動產生文件的平台,以及透過 GenAI 驅動的威脅建模與合規性強制執行來強化安全性。本書最後探討負責任的 AI 實務,以及自主架構中的人類監督,提供建立由 GenAI 驅動之安全、可擴展且具韌性的系統所需的實務洞見。
無論您是架構師還是開發人員,本書都能提供一套現代化框架,協助您在整個企業技術堆疊中應用 GenAI,並設計下一代智慧、適應性強且能自我治理的企業系統。
您將學到:
• 在生成式 AI 驅動的世界中,理解核心企業架構原則與框架。
• 了解 GenAI 如何顛覆並強化企業架構的每一個層次——從設計到部署。
• 探索將 GenAI 整合至應用程式架構、API 生態系統與 DevOps 管線的實務方法。
• 了解智慧代理程式、自動化與編排如何重新塑造平台工程與雲端基礎架構。
本書適合:
本書適合希望將生成式 AI 整合至企業系統中的企業架構師、AI 實務工作者與機器學習工程師。
作者簡介
Shivakumar R. Goniwada is an inventor, chief enterprise architect, and seasoned technology leader with over 27 years of experience in designing cloud-native, event-driven systems. Currently at Accenture, he leads a team of enterprise and cloud architects, driving complex digital transformations across industries. Shivakumar holds 10 software patents (with more pending) in areas such as cloud, polylithic architecture, software engineering, and IoT. A frequent speaker at global and internal conferences, he holds certifications in Master Technology Architecture, Google Cloud, AWS, and Data Science, and completed an Executive MBA from MIT Sloan School of Management. He is the author of three books: Cloud Native Architecture and Design, Introduction to Datafication, and Introduction to One Digital Identity, published by Apress.
作者簡介(中文翻譯)
Shivakumar R. Goniwada 是一位發明家、首席企業架構師,以及資深技術領導者,擁有超過 27 年設計 cloud-native、事件驅動系統的經驗。目前任職於 Accenture,帶領企業架構師與雲端架構師團隊,推動跨產業的複雜數位轉型。Shivakumar 擁有 10 項軟體專利(另有多項專利申請中),專利領域涵蓋雲端、polylithic architecture、軟體工程與 IoT 等。他經常在全球性及公司內部的研討會中擔任講者,並取得 Master Technology Architecture、Google Cloud、AWS 與 Data Science 等認證;此外,他也完成了 MIT Sloan School of Management 的 Executive MBA 課程。他著有三本書:《Cloud Native Architecture and Design》、《Introduction to Datafication》以及《Introduction to One Digital Identity》,均由 Apress 出版。