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市場調查報告書
商品編碼
2063431

代理導向的企業架構：市場佔有率分析、行業趨勢與統計數據以及成長預測（2026-2031 年）

Agent-Oriented Enterprise Architecture - Market Share Analysis, Industry Trends & Statistics, Growth Forecasts (2026 - 2031)
出版日期: | 出版商: Mordor Intelligence | 英文 130 Pages | 商品交期: 2-3個工作天內

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簡介目錄

根據 Mordor Intelligence 預測，代理導向的企業架構市場將從 2025 年的 9.4 億美元成長到 2026 年的 14.9 億美元，到 2031 年將達到 141.8 億美元，2026 年至 2031 年的複合年成長率為 56.93%。

以代理商為導向的企業架構-市場-IMG1

本報告按產品類型（建模工具、整合開發環境、基於代理的模擬平台等）、部署模式（本地部署、雲端部署、混合部署）、企業規模（大型企業、中小企業）、最終用戶產業（銀行、金融服務和保險、政府和國防等）以及地區進行細分。市場預測以美元計價。

全球面向代理商的企業架構市場趨勢與洞察

加速採用自主業務流程

目前，企業正在引入智慧代理，這些代理無需人工干預即可執行端到端的工作流程，例如合規性檢驗、日程安排和跨系統更新。這減少了協調摩擦，縮短了週期時間。一家全球性銀行透過在其信貸評估和客戶關係管理平台中整合智慧代理編配，縮短了貸款處理時間。此舉帶來的利益並非來自裁員，而是來自於消除人工交接。智慧代理與機器人流程自動化 (RPA) 的區別在於，它們可以規劃多階段操作，在出現異常時進行自我糾正，並且僅在置信度低於政策閾值時才會上報。沿岸地區的金融機構正在實施多智慧代理編配以進行反洗錢工作，在減少誤報的同時，仍保留對高風險警報的人工審核。由此帶來的生產力提升促使董事會正式製定人工智慧營運模型，以定義智慧代理可以自主做出的決策。

遷移到可配置的基於代理的數位平台

資訊長(CIO) 正集中投資於一個超級平台，該平台整合了應用程式、資料基礎設施、編配層和雲端基礎設施，以實現管治、管理良好的代理部署。提供確定性策略執行、審計追蹤和成本管治的整合控制平面如今已成為關鍵的差異化因素。在整合平台上營運的公司報告稱，整合摩擦的減少使人工智慧成果的實現速度提高了 20-30%。 SAP 和亞馬遜雲端服務 (AWS) 已啟動一項人工智慧聯合創新計劃，使合作夥伴能夠建立用於供應鏈最佳化和異常檢測的領域代理。Accenture正在為公共產業提供彈性代理，而德勤正在同一技術堆疊上建立醫療保健財務代理。

缺乏面向代理商的設計技能

企業難以找到精通多智慧體系統、通訊協定和人工智慧管治的架構師，導致部署延遲，並加劇了對供應商的依賴。諸如 ISO 42001 和「企業智慧體架構師」等新角色需要傳統教育課程以外的技能。新興市場面臨人才流失和培訓不足的問題，加劇了人才競爭。雖然供應商正在利用 SAP Journey Studio 等低程式碼工具來應對這項挑戰，但專業知識對於升級策略和風險管理的架構決策仍然至關重要。如果技能無法快速提升，專案週期將會延長，管治漏洞也會擴大。

細分市場分析

模擬平台是成長最快的類別，年複合成長率高達 57.93%，主要得益於企業在生產部署前對多智慧體行為進行壓力測試。同時，預計到 2025 年，建模工具在面向智慧體的企業架構市場中仍將佔據 42.57% 的佔有率。以智慧體為導向的模擬平台企業架構市場預計將比其他產品類型成長更快，這主要得益於企業需要檢驗決策邏輯在對抗性情境下的表現。整合開發環境現在包含 ProCode Studio 和可連接到 LangGraph 和 CrewAI 的筆記本，使開發人員能夠配置工具的使用方式並設定記憶體範圍。中介軟體抽象化了 REST 和 GraphQL 端點，使智慧體無需嵌入憑證即可使用企業資源計劃 (ERP) 和客戶關係管理 (CRM) 系統。

第二個成長要素是傳統圖表向結構化儲存庫的轉變。 SAP LeanIX 利用電腦視覺分析影像，並將應用程式、資料物件及其依賴關係反映到清單中，從而實現快速影響分析。 Ardoq 的模型上下文協定伺服器模糊了建模和編配之間的查詢，允許代理以自然語言查詢即時架構儲存庫並獲得結構化答案。隨著顧問公司設計管治框架並將代理商與舊有系統整合，業務收益也在成長。

儘管預計到 2025 年雲端運算採用將佔總收入的 55.32%，但混合雲模式預計將以 57.53% 的複合年成長率成長，因為企業需要在創新速度、資料居住和成本最佳化之間取得平衡。隨著歐盟資料法律強制要求資料可攜性和退出策略，面向混合環境的代理型企業架構市場規模將進一步擴大。微軟 Azure 支援 SAP 99.95% 的服務等級協定 (SLA)，使「RISE with SAP」客戶能夠在保持資料主權的同時增強復原能力。預計到 2026 年，主權雲端支出將達到 800 億美元，其中 20% 的工作負載預計將遷移到本地供應商。

對於高度敏感的工作負載，本地部署解決方案仍然至關重要，尤其是在資料安全和合規性至關重要的行業，例如國防、醫療保健和金融服務。 IBM 為需要空氣間隙SAP 環境的客戶提供 Power Virtual Server，確保安全的環境，遷移週期不超過 90 天。企業越來越傾向於將混合模式視為管理受監管資料、應對突發運算需求以及運作成本可控的批次作業的首選方案。隨著對混合架構的依賴性不斷增強，對高階編配層的需求也日益成長。這些編排層能夠實現代理和資料在不同環境之間的無縫遷移，滿足現代企業的複雜需求，同時確保符合管治策略和監管標準。

區域分析

北美地區在成熟的雲端生態系和超大規模資料中心業者的投資推動下，預計到2025年將佔總營收的37.48%。美國企業正在將代理程式與大型主機和本地資料中心整合，同時解決數十年來積累的技術債務，並整合可解釋性和審計控制功能以滿足監管審查。 SAP和微軟共同推出了“商業套件加速計劃”，旨在整合Joule Copilot和Microsoft 365 Copilot，該計劃最初在美國推出，隨後擴展到全球。 IBM將其全球報價到付款和製造流程遷移到SAP S/4HANA Cloud Private，在保持100%可用性的同時，降低了30%的基礎設施成本。

受中國、印度、日本和韓國等國家人工智慧戰略的推動，亞太地區預計在2026年至2031年間將成長57.37%。 2026年2月舉行的亞洲人工智慧高峰會強調了從試點階段向大規模、管治的基於代理的模型過渡的重要性。日本澀谷一家新創公司正在開發多代理SaaS，而品川一家整合商正在將發布週期從數週縮短至數小時。製造群正在部署代理商來監控產品和港口數據並最佳化採購。印度和新加坡正在利用雲端原生技術加速金融服務和公有部門的人工智慧應用。

歐洲正走在以管治為先的道路上，歐盟人工智慧和資料法律強制要求資料可攜性、文件記錄和主權雲。企業正在尋求能夠整合合規性的、獨立於供應商的編配。 SAP Business Data Cloud 於 2026 年 3 月在瑞士的微軟 Azure 上運作，為客戶提供歐盟存取權限和資料主權。 SAP 正在將其歐洲資料中心容量擴大 40%，並在法國建立像 Bleu 這樣的主權雲端合資企業。在中東，作為國家人工智慧戰略的一部分，智慧政府和最佳化公共服務正在加速推動智慧代理的部署。南美洲和非洲雖然規模仍然較小，但也受益於中型企業的雲端原生產品供應商計畫。

其他好處：

  • Excel格式的市場預測（ME）表
  • 3個月的分析師支持

目錄

第1章：引言

  • 研究假設和市場定義
  • 調查範圍

第2章：調查方法

第3章執行摘要

第4章 市場狀況

  • 市場概覽
  • 市場促進因素
    • 異構IT環境日益複雜
    • 遷移到可配置的、基於代理的數位平台
    • 從邊緣到雲端的工作負載編配需求激增。
    • 加速採用自主業務流程
    • 監管壓力日益增大，要求人工智慧管治可解釋性日益凸顯。
    • 數位雙胞胎主導的企業建模的快速普及
  • 市場限制因素
    • 互通性標準的碎片化
    • 缺乏面向代理商的設計技能
    • 與傳統企業架構工具整合成本高昂
    • 分散式代理系統中感知到的安全風險
  • 宏觀經濟因素對市場的影響
  • 產業價值鏈分析
  • 監理情勢
  • 技術展望
  • 波特五力分析

第5章 市場規模與成長預測

  • 依產品類型
    • 建模工具
    • 整合開發環境
    • 基於代理的仿真平台
    • 中介軟體和整合軟體
    • 服務
  • 部署模式
    • 現場
    • 雲
    • 混合
  • 按公司規模
    • 大公司
    • 小型企業
  • 按最終用戶行業分類
    • BFSI
    • 政府/國防
    • 醫療保健和生命科學
    • 製造業
    • 資訊科技/通訊
    • 能源公用事業
    • 零售與電子商務
    • 運輸/物流
    • 其他終端用戶產業
  • 按地區
    • 北美洲
      • 美國
      • 加拿大
      • 墨西哥
    • 南美洲
      • 巴西
      • 阿根廷
      • 其他南美國家
    • 歐洲
      • 英國
      • 德國
      • 法國
      • 義大利
      • 西班牙
      • 其他歐洲國家
    • 亞太地區
      • 中國
      • 日本
      • 印度
      • 韓國
      • 其他亞太國家
    • 中東和非洲
      • 中東
        • 阿拉伯聯合大公國
        • 沙烏地阿拉伯
        • 其他中東國家
      • 非洲
        • 南非
        • 埃及
        • 其他非洲國家

第6章 競爭情勢

  • 市場集中度
  • 策略趨勢
  • 市佔率分析
  • 公司簡介
    • Sparx Systems Pty Ltd.
    • Avolution Pty Ltd.
    • BOC Group OOD
    • BiZZdesign BV
    • Orbus Software Ltd.
    • LeanIX GmbH
    • Ardoq AS
    • QualiWare ApS
    • Software AG
    • Capsifi Pty Ltd.
    • Dragon1 Inc.
    • ValueBlue BV
    • Salamander Digital OU
    • Planview Inc.
    • SAP SE
    • IBM Corporation
    • Amazon Web Services Inc.
    • Microsoft Corporation
    • Alphabet Inc.

第7章 市場機會與未來展望

簡介目錄
Product Code: 97868

According to Mordor Intelligence, the agent-oriented enterprise architecture market size is expected to grow from USD 0.94 billion in 2025 to USD 1.49 billion in 2026 and is forecast to reach USD 14.18 billion by 2031 at 56.93% CAGR over 2026-2031.

Agent-Oriented Enterprise Architecture - Market - IMG1

This report is Segmented by Product Type (Modeling Tools, Integrated Development Environments, Agent-Based Simulation Platforms, and More), Deployment Mode (On-Premises, Cloud, and Hybrid), Enterprise Size (Large Enterprises, Small and Medium Enterprises), End-User Industry (BFSI, Government and Defense, and More), and Geography. The Market Forecasts are Provided in Terms of Value (USD).

Global Agent-Oriented Enterprise Architecture Market Trends and Insights

Accelerating Adoption of Autonomous Business Processes

Enterprises now embed agents that execute end-to-end workflows such as compliance validation, scheduling, and cross-system updates without human initiation, which lowers coordination friction and improves cycle times. A global bank shortened loan processing by integrating agentic orchestration across underwriting and customer-relationship platforms, realizing gains by eliminating manual handoffs rather than workforce cuts. Agents differ from robotic process automation because they plan multi-step actions, self-correct when exceptions arise, and escalate only when confidence falls below policy thresholds. Gulf financial institutions deploy multi-agent orchestration for anti-money-laundering, reducing false positives while retaining human review for high-risk alerts. The resulting productivity gains are pushing boards to formalize AI operating models that define which decisions agents can execute autonomously.

Shift Toward Composable Agent-Based Digital Platforms

Chief information officers consolidate investments around integrated superplatforms that merge applications, data foundations, orchestration layers, and cloud infrastructure for scalable, governed agent deployment. Integrated control planes offering deterministic policy enforcement, audit trails, and cost governance now represent a key differentiator. Enterprises running on unified platforms report 20-30% faster AI outcomes due to reduced integration friction. SAP and Amazon Web Services launched an AI Co-Innovation Program that enables partners to build domain agents for supply-chain optimization and anomaly detection. Accenture delivers resiliency agents for utilities while Deloitte builds finance agents for healthcare on the same stack.

Shortage of Agent-Oriented Design Skill Sets

Enterprises struggle to find architects fluent in multi-agent systems, communication protocols, and AI governance, which slows deployment and increases reliance on vendors. ISO 42001 and new job roles, such as Enterprise Agent Architect, require skills not taught in traditional curricula. Emerging markets face brain drain and limited training pipelines, intensifying competition for talent. Vendors answer with low-code tools like SAP Journey Studio, but architectural judgment on escalation policies and risk alignment still requires expert input. Without rapid upskilling, project timelines extend, and governance gaps widen.

Other drivers and restraints analyzed in the detailed report include:

  1. Surge in Edge-to-Cloud Workload Orchestration Demands
  2. Rapid Uptake of Digital Twin-Driven Enterprise Modeling
  3. Fragmentation of Interoperability Standards

For complete list of drivers and restraints, kindly check the Table Of Contents.

Segment Analysis

Simulation platforms are the fastest-growing category, expanding at a 57.93% CAGR as organizations stress-test multi-agent behavior before production deployment, while modeling tools retained 42.57% of the agent-oriented enterprise architecture market share in 2025. The agent-oriented enterprise architecture market size for simulation platforms is projected to outpace other product types, driven by firms that must validate decision logic against adversarial scenarios. Integrated development environments now ship with pro-code studios and notebooks that connect to LangGraph and CrewAI, allowing developers to configure tool usage and memory scopes. Middleware abstracts REST and GraphQL endpoints, so agents can tap enterprise resource planning and customer relationship management systems without embedded credentials.

A second growth vector is the conversion of traditional diagrams into structured repositories. SAP LeanIX uses computer vision to parse images and populate inventory with applications, data objects, and their dependencies, enabling rapid impact analysis. Ardoq's Model Context Protocol server lets agents query live architecture repositories in natural language and retrieve structured answers, which blurs lines between modeling and orchestration. Services revenue is also rising as consulting firms design governance frameworks and integrate agents with legacy systems.

Cloud deployment accounted for 55.32% of revenue in 2025, yet hybrid approaches are forecast to grow at a 57.53% CAGR, as enterprises balance innovation speed with data residency and cost optimization. The agent-oriented enterprise architecture market size for hybrid environments will expand as the European Union Data Act forces portability and exit strategies. Microsoft Azure supports SAP's 99.95% service-level agreement, enabling RISE with SAP customers to enhance recovery while maintaining sovereignty. Sovereign cloud spending is set to reach USD 80 billion in 2026, with 20% of workloads shifting to local providers.

On-premises remains essential for classified workloads, particularly in industries such as defense, healthcare, and financial services, where data security and compliance are critical. IBM offers Power Virtual Server for clients that need air-gapped SAP landscapes, ensuring secure environments with migration windows under 90 days. Enterprises increasingly view hybrid models as the default choice for managing regulated data, handling burst compute requirements, and executing cost-controlled batch jobs. This growing reliance on hybrid architectures has led to a rising demand for advanced orchestration layers. These layers enable seamless movement of agents and data across diverse environments while ensuring adherence to governance policies and regulatory standards, thereby addressing the complex needs of modern enterprises.

Geography Analysis

North America accounted for 37.48% of revenue in 2025, driven by mature cloud ecosystems and hyperscaler investments. Enterprises in the United States navigate decades of technical debt, integrating agents with mainframes and on-premises data centers, while embedding explainability and audit controls to meet regulatory scrutiny. SAP and Microsoft launched the Business Suite Acceleration Program that integrates Joule Copilot with Microsoft 365 Copilot, initially in the United States and expanding globally. IBM migrated global quote-to-cash and manufacturing processes to SAP S/4HANA Cloud Private, achieving a 30% reduction in infrastructure costs with 100% availability.

Asia-Pacific is forecast to grow at 57.37% over 2026-2031, propelled by national AI strategies in China, India, Japan, and South Korea. The Great Asia AI Summit in February 2026 underscored the shift from pilots to scaled, governed agentic models. Japanese startups in Shibuya build multi-agent software-as-a-service, while integrators in Shinagawa cut release cycles from weeks to hours. Manufacturing clusters deploy agents that monitor commodity and port data to adapt sourcing. India and Singapore accelerate adoption across financial services and the public sector by using cloud-native stacks.

Europe follows a governance-first path shaped by the EU AI Act and Data Act, which mandate portability, documentation, and sovereign cloud. Enterprises demand vendor-agnostic orchestration frameworks that embed compliance. SAP Business Data Cloud went live on Microsoft Azure in Switzerland in March 2026, giving customers EU Access and data sovereignty. SAP is expanding European data center capacity by 40% and forming sovereign cloud ventures such as Bleu in France. The Middle East is accelerating agent adoption within national AI strategies focused on smart government and utility optimization. South America and Africa are smaller today, but benefit from vendor programs that target mid-market clients with cloud-native offerings

  1. Sparx Systems Pty Ltd.
  2. Avolution Pty Ltd.
  3. BOC Group OOD
  4. BiZZdesign B.V.
  5. Orbus Software Ltd.
  6. LeanIX GmbH
  7. Ardoq AS
  8. QualiWare ApS
  9. Software AG
  10. Capsifi Pty Ltd.
  11. Dragon1 Inc.
  12. ValueBlue B.V.
  13. Salamander Digital OU
  14. Planview Inc.
  15. SAP SE
  16. IBM Corporation
  17. Amazon Web Services Inc.
  18. Microsoft Corporation
  19. Alphabet Inc.

Additional Benefits:

  • The market estimate (ME) sheet in Excel format
  • 3 months of analyst support

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 Study Assumptions and Market Definition
  • 1.2 Scope of the Study

2 RESEARCH METHODOLOGY

3 EXECUTIVE SUMMARY

4 MARKET LANDSCAPE

  • 4.1 Market Overview
  • 4.2 Market Drivers
    • 4.2.1 Rising Complexity of Heterogeneous IT Environments
    • 4.2.2 Shift Toward Composable, Agent-Based Digital Platforms
    • 4.2.3 Surge in Edge-to-Cloud Workload Orchestration Demands
    • 4.2.4 Accelerating Adoption of Autonomous Business Processes
    • 4.2.5 Growing Regulatory Pressure for Explainable AI Governance
    • 4.2.6 Rapid Uptake of Digital Twin-Driven Enterprise Modeling
  • 4.3 Market Restraints
    • 4.3.1 Fragmentation of Interoperability Standards
    • 4.3.2 Shortage of Agent-Oriented Design Skill Sets
    • 4.3.3 High Integration Cost with Legacy EA Tooling
    • 4.3.4 Perceived Security Risks in Distributed Agent Systems
  • 4.4 Impact of Macroeconomic Factors on the Market
  • 4.5 Industry Value Chain Analysis
  • 4.6 Regulatory Landscape
  • 4.7 Technological Outlook
  • 4.8 Porter's Five Forces Analysis
    • 4.8.1 Bargaining Power of Suppliers
    • 4.8.2 Bargaining Power of Buyers
    • 4.8.3 Threat of New Entrants
    • 4.8.4 Threat of Substitutes
    • 4.8.5 Intensity of Competitive Rivalry

5 MARKET SIZE AND GROWTH FORECASTS (VALUE)

  • 5.1 By Product Type
    • 5.1.1 Modelling Tools
    • 5.1.2 Integrated Development Environments
    • 5.1.3 Agent-Based Simulation Platforms
    • 5.1.4 Middleware and Integration Software
    • 5.1.5 Services
  • 5.2 By Deployment Mode
    • 5.2.1 On-Premises
    • 5.2.2 Cloud
    • 5.2.3 Hybrid
  • 5.3 By Enterprise Size
    • 5.3.1 Large Enterprises
    • 5.3.2 Small and Medium Enterprises
  • 5.4 By End-user Industry
    • 5.4.1 BFSI
    • 5.4.2 Government and Defense
    • 5.4.3 Healthcare and Life Sciences
    • 5.4.4 Manufacturing
    • 5.4.5 IT and Telecom
    • 5.4.6 Energy and Utilities
    • 5.4.7 Retail and e-Commerce
    • 5.4.8 Transportation and Logistics
    • 5.4.9 Other End-User Industries
  • 5.5 By Geography
    • 5.5.1 North America
      • 5.5.1.1 United States
      • 5.5.1.2 Canada
      • 5.5.1.3 Mexico
    • 5.5.2 South America
      • 5.5.2.1 Brazil
      • 5.5.2.2 Argentina
      • 5.5.2.3 Rest of South America
    • 5.5.3 Europe
      • 5.5.3.1 United Kingdom
      • 5.5.3.2 Germany
      • 5.5.3.3 France
      • 5.5.3.4 Italy
      • 5.5.3.5 Spain
      • 5.5.3.6 Rest of Europe
    • 5.5.4 Asia-Pacific
      • 5.5.4.1 China
      • 5.5.4.2 Japan
      • 5.5.4.3 India
      • 5.5.4.4 South Korea
      • 5.5.4.5 Rest of Asia-Pacific
    • 5.5.5 Middle East and Africa
      • 5.5.5.1 Middle East
        • 5.5.5.1.1 United Arab Emirates
        • 5.5.5.1.2 Saudi Arabia
        • 5.5.5.1.3 Rest of Middle East
      • 5.5.5.2 Africa
        • 5.5.5.2.1 South Africa
        • 5.5.5.2.2 Egypt
        • 5.5.5.2.3 Rest of Africa

6 COMPETITIVE LANDSCAPE

  • 6.1 Market Concentration
  • 6.2 Strategic Moves
  • 6.3 Market Share Analysis
  • 6.4 Company Profiles (includes Global Level Overview, Market Level Overview, Core Segments, Financials as available, Strategic Information, Market Rank/Share, Products and Services, Recent Developments)
    • 6.4.1 Sparx Systems Pty Ltd.
    • 6.4.2 Avolution Pty Ltd.
    • 6.4.3 BOC Group OOD
    • 6.4.4 BiZZdesign B.V.
    • 6.4.5 Orbus Software Ltd.
    • 6.4.6 LeanIX GmbH
    • 6.4.7 Ardoq AS
    • 6.4.8 QualiWare ApS
    • 6.4.9 Software AG
    • 6.4.10 Capsifi Pty Ltd.
    • 6.4.11 Dragon1 Inc.
    • 6.4.12 ValueBlue B.V.
    • 6.4.13 Salamander Digital OU
    • 6.4.14 Planview Inc.
    • 6.4.15 SAP SE
    • 6.4.16 IBM Corporation
    • 6.4.17 Amazon Web Services Inc.
    • 6.4.18 Microsoft Corporation
    • 6.4.19 Alphabet Inc.

7 MARKET OPPORTUNITIES AND FUTURE OUTLOOK

  • 7.1 White-Space and Unmet-Need Assessment