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市場調查報告書
商品編碼
1875960

全球營運分析市場

Operational Analytics
出版日期: | 出版商: Market Glass, Inc. (Formerly Global Industry Analysts, Inc.) | 英文 187 Pages | 商品交期: 最快1-2個工作天內

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※ 本網頁內容可能與最新版本有所差異。詳細情況請與我們聯繫。

簡介目錄

全球營運分析市場預計到2030年將達到615億美元。

全球營運分析市場規模在2024年估計為303億美元，預計到2030年將達到615億美元，在分析期間（2024-2030年）內複合年成長率（CAGR）為12.5%。本報告分析的細分市場之一－營運分析軟體，預計複合年成長率為11.5%，到分析期末將達到437億美元。營運分析服務細分市場的複合年成長率預計在分析期間將達到15.2%。

美國市場規模估計為82億美元，而中國市場預計將以11.5%的複合年成長率成長。

預計到2024年，美國營運分析市場規模將達82億美元。作為世界第二大經濟體，中國預計到2030年市場規模將達到93億美元，在2024年至2030年的分析期間內，複合年成長率（CAGR）將達到11.5%。其他值得關注的區域市場包括日本和加拿大，預計在分析期內，這兩個市場的複合年成長率將分別達到11.1%和10.5%。在歐洲，德國的複合年成長率預計將達到約8.8%。

全球營運分析市場－主要市場趨勢與促進因素概述

營運分析如何改變了企業決策？

對於尋求最佳化營運並做出即時數據驅動決策的企業而言，營運分析已成為必不可少的工具。這項技術使企業能夠分析來自各種來源的營運數據，包括物聯網設備、供應鏈系統、客戶互動和財務交易，從而獲得可操作的洞察，進而提高效率、降低成本並提升服務交付水準。透過將進階分析、機器學習和人工智慧應用於營運數據，企業可以預測設備故障、最佳化資源分配、簡化工作流程並更好地了解客戶行為。營運分析的價值在製造業、零售業、醫療保健業和物流業等行業尤為顯著，在這些行業中，即時了解營運狀態對於保持競爭優勢至關重要。將營運分析整合到企業系統（例如 ERP 和 CRM 平台）中，可實現決策流程，從而加快速度並提升業務營運的靈活性。

哪些趨勢正在推動營運分析市場的發展？

推動營運分析市場發展的趨勢有很多，尤其是擴大採用先進技術來改善數據分析和決策。其中一個關鍵趨勢是人工智慧和機器學習在營運分析領域的興起。這些技術使企業能夠從說明分析（發生了什麼）轉向預測性和指示性分析（將會發生什麼以及如何應對），從而更深入地了解未來的業務挑戰和機會。另一個關鍵趨勢是即時分析的重要性日益凸顯，因為企業希望基於最新數據做出決策。這在電子商務、物流和製造業等行業尤其重要，因為快速決策會對業務績效產生重大影響。物聯網設備的普及也推動了對營運分析的需求，因為企業希望利用連網設備產生的大量數據來最佳化營運。最後，向雲端基礎分析平台的轉型正在加速，為企業提供擴充性、靈活且經濟高效的解決方案，用於管理和分析營運數據。

科技如何提升營運分析能力？

科技在提升營運分析能力方面發揮了關鍵作用，使其更加複雜且易於各種規模的企業使用。人工智慧和機器學習演算法的整合使企業能夠自動化資料分析流程，並從大型資料集中發現人工難以識別的模式。這些技術能夠在潛在故障發生之前識別它們，從而實現預測性維護、動態定價策略和供應鏈最佳化。雲端運算使營運分析更具可擴展性和成本效益，提供了即時儲存和分析海量資料的基礎設施。邊緣運算也已成為一種強大的工具，能夠在資料來源（例如物聯網設備）進行即時處理，從而降低延遲並加快決策速度。數據視覺化工具日趨完善，提供直覺的儀表板和報告，使用戶能夠解讀複雜的營運數據。此外，將營運分析與企業資源計劃 (ERP)、客戶關係管理 (CRM) 和供應鏈管理系統整合，可以簡化工作流程，並為整個組織提供可操作的洞察。

哪些因素正在推動營運分析市場的成長？

營運分析市場的成長受多種因素驅動，包括對數據驅動決策日益成長的需求以及現代業務營運日益複雜化。物聯網設備的普及顯著增加了企業可取得的營運數據量，從而加速了對能夠即時處理和解讀這些數據的高階分析工具的需求。人工智慧和機器學習的應用增強了營運分析的預測能力，使企業能夠預測和降低風險、最佳化績效並減少停機時間。向雲端基礎分析平台的轉型也是一個關鍵促進因素，使企業無需在基礎設施方面進行大量前期投資即可擴展其分析能力。此外，提高效率和降低營運成本的競爭壓力也促使各行各業的企業投資於營運分析解決方案。客戶體驗日益重要，也推動了對能夠洞察客戶行為和服務交付的分析工具的需求。

部分：

按類型（軟體、服務）、按業務職能（行銷、銷售、財務、資訊科技、人力資源、其他業務職能）、按行業（製造業、通訊、運輸和物流業、零售和消費品業、政府和國防業、能源和公共產業、其他行業）

受訪公司範例

  • ActiveViam
  • Alpha Guardian
  • Alteryx, Inc.
  • Appetite Labs
  • Bentley Systems, Inc.
  • Cloudera, Inc.
  • GAVS Technologies NA, Inc
  • IBM Corporation
  • Insight Decision Solutions
  • Kelp

人工智慧整合

我們正在利用檢驗的專家內容和人工智慧工具，變革市場和競爭情報。

Market Glass, Inc. 並沒有查詢LLM 或產業專用的SLM 的典型方法，而是建立了一個由世界各地領域專家精心策劃的內容庫，其中包括影片轉錄、BLOG、搜尋引擎研究以及大量的公司、產品/服務和市場數據。

關稅影響係數

在最新發布的報告中，Market Glass, Inc. 將關稅對地理市場的影響納入考量，並根據公司總部所在地、製造地以及進出口（成品和OEM產品）情況，預測企業競爭地位的變化。這種複雜多變的市場現實會從多個方面影響競爭對手，包括增加銷貨成本、降低盈利和重組供應鏈，同時也會影響微觀和宏觀市場動態。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章 市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲
  • 亞太地區
  • 世界其他地區

第4章 競賽

簡介目錄
Product Code: MCP13737

Global Operational Analytics Market to Reach US$61.5 Billion by 2030

The global market for Operational Analytics estimated at US$30.3 Billion in the year 2024, is expected to reach US$61.5 Billion by 2030, growing at a CAGR of 12.5% over the analysis period 2024-2030. Operational Analytics Software, one of the segments analyzed in the report, is expected to record a 11.5% CAGR and reach US$43.7 Billion by the end of the analysis period. Growth in the Operational Analytics Services segment is estimated at 15.2% CAGR over the analysis period.

The U.S. Market is Estimated at US$8.2 Billion While China is Forecast to Grow at 11.5% CAGR

The Operational Analytics market in the U.S. is estimated at US$8.2 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$9.3 Billion by the year 2030 trailing a CAGR of 11.5% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 11.1% and 10.5% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 8.8% CAGR.

Global Operational Analytics Market - Key Trends & Drivers Summarized

How Has Operational Analytics Transformed Decision-Making in Enterprises?

Operational analytics has become a vital tool for businesses seeking to optimize their operations and make data-driven decisions in real time. This technology enables organizations to analyze operational data from various sources, such as IoT devices, supply chain systems, customer interactions, and financial transactions, to gain actionable insights that improve efficiency, reduce costs, and enhance service delivery. By applying advanced analytics, machine learning, and artificial intelligence to operational data, companies can predict equipment failures, optimize resource allocation, streamline workflows, and better understand customer behavior. Operational analytics has proven particularly valuable in industries such as manufacturing, retail, healthcare, and logistics, where real-time visibility into operations is critical for maintaining competitiveness. The integration of operational analytics into enterprise systems, such as ERP and CRM platforms, allows businesses to automate decision-making processes, leading to faster response times and more agile operations.

What Trends Are Driving the Evolution of the Operational Analytics Market?

Several trends are driving the evolution of the operational analytics market, particularly the growing use of advanced technologies to improve data analysis and decision-making. One of the key trends is the rise of AI and machine learning in operational analytics. These technologies enable businesses to move beyond descriptive analytics (what happened) to predictive and prescriptive analytics (what will happen and how to respond), offering deeper insights into future operational challenges and opportunities. Another significant trend is the increasing importance of real-time analytics, as companies look to make decisions based on the most current data available. This is particularly relevant in industries like e-commerce, logistics, and manufacturing, where rapid decision-making can significantly impact performance. The adoption of IoT devices has also fueled the demand for operational analytics, as businesses seek to leverage the vast amounts of data generated by connected devices to optimize operations. Finally, the shift towards cloud-based analytics platforms is gaining momentum, providing organizations with scalable, flexible, and cost-effective solutions for managing and analyzing operational data.

How Is Technology Enhancing Operational Analytics?

Technology is playing a pivotal role in advancing the capabilities of operational analytics, making it more sophisticated and accessible to businesses of all sizes. The integration of AI and machine learning algorithms allows companies to automate data analysis processes and uncover patterns in large datasets that would be difficult to detect manually. These technologies enable predictive maintenance, dynamic pricing strategies, and optimization of supply chains by identifying potential disruptions before they occur. Cloud computing has made operational analytics more scalable and affordable, providing organizations with the infrastructure needed to store and analyze vast amounts of data in real-time. Edge computing is also emerging as a powerful tool, enabling real-time data processing at the source (e.g., IoT devices), which reduces latency and allows for faster decision-making. Data visualization tools are becoming more advanced, offering intuitive dashboards and reports that make complex operational data easier to interpret. Moreover, the integration of operational analytics with ERP, CRM, and supply chain management systems is streamlining workflows and ensuring that actionable insights are available across the organization.

What Is Driving the Growth in the Operational Analytics Market?

The growth in the operational analytics market is driven by several factors, including the increasing demand for data-driven decision-making and the growing complexity of modern business operations. The rise of IoT devices has significantly expanded the amount of operational data available to organizations, fueling the need for advanced analytics tools that can process and interpret this data in real time. The adoption of AI and machine learning is enhancing the predictive capabilities of operational analytics, allowing companies to anticipate and mitigate risks, optimize performance, and reduce downtime. The shift towards cloud-based analytics platforms is another key driver, as it enables businesses to scale their analytics capabilities without the need for significant upfront investments in infrastructure. Additionally, the competitive pressure to improve efficiency and reduce operational costs is prompting organizations across industries to invest in operational analytics solutions. The growing importance of customer experience is also driving demand for analytics that can provide insights into customer behavior and service delivery.

SCOPE OF STUDY:

The report analyzes the Operational Analytics market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Type (Software, Services); Business Function (Marketing, Sales, Finance, Information Technology, Human Resources, Other Business Functions); Vertical (Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities, Other Verticals)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 27 Featured) -

  • ActiveViam
  • Alpha Guardian
  • Alteryx, Inc.
  • Appetite Labs
  • Bentley Systems, Inc.
  • Cloudera, Inc.
  • GAVS Technologies N.A., Inc
  • IBM Corporation
  • Insight Decision Solutions
  • Kelp

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Trade Shocks, Uncertainty, and the Structural Rewiring of the Global Economy
    • How Trump's Tariffs Impact the Market? The Big Question on Everyone's Mind
    • Global Economic Update
    • Operational Analytics - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Rising Focus on Data-Driven Decision Making Spurs Demand for Advanced Operational Analytics Solutions
    • Growing Adoption of IoT Expands Opportunities for Real-Time Operational Analytics Across Industries
    • Increasing Use of AI and Machine Learning Strengthens the Business Case for Predictive and Prescriptive Operational Analytics
    • Expansion of Cloud-Based Analytics Platforms Drives Growth in Scalable Operational Analytics Solutions
    • Rising Need for Operational Efficiency and Cost Optimization Accelerates Adoption of Advanced Analytics Tools
    • Integration of Data Analytics with Automation Technologies Propels Growth in Operational Analytics Market
    • Increasing Complexity of Business Operations Expands Demand for Unified Operational Analytics Dashboards
    • Growing Focus on Process Optimization in Manufacturing Drives Adoption of Operational Analytics for Real-Time Monitoring
    • Regulatory Pressures and Compliance Requirements Propel Demand for Operational Analytics in Risk Management
    • Rising Demand for Predictive Maintenance and Asset Management Fuels Growth in Operational Analytics for Manufacturing
    • Growing Use of Operational Analytics in Supply Chain Management Expands Addressable Market in Logistics and Retail
    • Increasing Focus on Enhancing Customer Experience Strengthens Demand for Analytics in Call Center and Service Operations
    • Shift Toward Digital Transformation Across Industries Spurs Adoption of Operational Analytics Platforms
    • Rising Need for Real-Time Data Visualization and Reporting Expands Opportunities for Operational Analytics in Enterprises
    • Growing Emphasis on Workforce Analytics and Performance Management Drives Demand for Operational Analytics in HR
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Operational Analytics Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Operational Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Operational Analytics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Marketing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Marketing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Sales by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Sales by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Finance by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Finance by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Information Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Information Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Human Resources by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Human Resources by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Other Business Functions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Other Business Functions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Manufacturing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for Manufacturing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Telecommunications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for Telecommunications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for Transportation & Logistics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for Transportation & Logistics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Retail & Consumer Goods by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Retail & Consumer Goods by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for Government & Defense by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 29: World 6-Year Perspective for Government & Defense by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 30: World Recent Past, Current & Future Analysis for Energy & Utilities by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 31: World 6-Year Perspective for Energy & Utilities by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 32: World Recent Past, Current & Future Analysis for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 33: World 6-Year Perspective for Other Verticals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Operational Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 34: USA Recent Past, Current & Future Analysis for Operational Analytics by Type - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 35: USA 6-Year Perspective for Operational Analytics by Type - Percentage Breakdown of Value Sales for Software and Services for the Years 2025 & 2030
    • TABLE 36: USA Recent Past, Current & Future Analysis for Operational Analytics by Business Function - Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 37: USA 6-Year Perspective for Operational Analytics by Business Function - Percentage Breakdown of Value Sales for Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions for the Years 2025 & 2030
    • TABLE 38: USA Recent Past, Current & Future Analysis for Operational Analytics by Vertical - Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: USA 6-Year Perspective for Operational Analytics by Vertical - Percentage Breakdown of Value Sales for Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
  • CANADA
    • TABLE 40: Canada Recent Past, Current & Future Analysis for Operational Analytics by Type - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Canada 6-Year Perspective for Operational Analytics by Type - Percentage Breakdown of Value Sales for Software and Services for the Years 2025 & 2030
    • TABLE 42: Canada Recent Past, Current & Future Analysis for Operational Analytics by Business Function - Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Canada 6-Year Perspective for Operational Analytics by Business Function - Percentage Breakdown of Value Sales for Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions for the Years 2025 & 2030
    • TABLE 44: Canada Recent Past, Current & Future Analysis for Operational Analytics by Vertical - Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Canada 6-Year Perspective for Operational Analytics by Vertical - Percentage Breakdown of Value Sales for Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
  • JAPAN
    • Operational Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 46: Japan Recent Past, Current & Future Analysis for Operational Analytics by Type - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Japan 6-Year Perspective for Operational Analytics by Type - Percentage Breakdown of Value Sales for Software and Services for the Years 2025 & 2030
    • TABLE 48: Japan Recent Past, Current & Future Analysis for Operational Analytics by Business Function - Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Japan 6-Year Perspective for Operational Analytics by Business Function - Percentage Breakdown of Value Sales for Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions for the Years 2025 & 2030
    • TABLE 50: Japan Recent Past, Current & Future Analysis for Operational Analytics by Vertical - Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Japan 6-Year Perspective for Operational Analytics by Vertical - Percentage Breakdown of Value Sales for Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
  • CHINA
    • Operational Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 52: China Recent Past, Current & Future Analysis for Operational Analytics by Type - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 53: China 6-Year Perspective for Operational Analytics by Type - Percentage Breakdown of Value Sales for Software and Services for the Years 2025 & 2030
    • TABLE 54: China Recent Past, Current & Future Analysis for Operational Analytics by Business Function - Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 55: China 6-Year Perspective for Operational Analytics by Business Function - Percentage Breakdown of Value Sales for Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions for the Years 2025 & 2030
    • TABLE 56: China Recent Past, Current & Future Analysis for Operational Analytics by Vertical - Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: China 6-Year Perspective for Operational Analytics by Vertical - Percentage Breakdown of Value Sales for Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
  • EUROPE
    • Operational Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 58: Europe Recent Past, Current & Future Analysis for Operational Analytics by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 59: Europe 6-Year Perspective for Operational Analytics by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 60: Europe Recent Past, Current & Future Analysis for Operational Analytics by Type - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 61: Europe 6-Year Perspective for Operational Analytics by Type - Percentage Breakdown of Value Sales for Software and Services for the Years 2025 & 2030
    • TABLE 62: Europe Recent Past, Current & Future Analysis for Operational Analytics by Business Function - Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Europe 6-Year Perspective for Operational Analytics by Business Function - Percentage Breakdown of Value Sales for Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions for the Years 2025 & 2030
    • TABLE 64: Europe Recent Past, Current & Future Analysis for Operational Analytics by Vertical - Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 65: Europe 6-Year Perspective for Operational Analytics by Vertical - Percentage Breakdown of Value Sales for Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
  • FRANCE
    • Operational Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 66: France Recent Past, Current & Future Analysis for Operational Analytics by Type - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 67: France 6-Year Perspective for Operational Analytics by Type - Percentage Breakdown of Value Sales for Software and Services for the Years 2025 & 2030
    • TABLE 68: France Recent Past, Current & Future Analysis for Operational Analytics by Business Function - Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: France 6-Year Perspective for Operational Analytics by Business Function - Percentage Breakdown of Value Sales for Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions for the Years 2025 & 2030
    • TABLE 70: France Recent Past, Current & Future Analysis for Operational Analytics by Vertical - Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 71: France 6-Year Perspective for Operational Analytics by Vertical - Percentage Breakdown of Value Sales for Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
  • GERMANY
    • Operational Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 72: Germany Recent Past, Current & Future Analysis for Operational Analytics by Type - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Germany 6-Year Perspective for Operational Analytics by Type - Percentage Breakdown of Value Sales for Software and Services for the Years 2025 & 2030
    • TABLE 74: Germany Recent Past, Current & Future Analysis for Operational Analytics by Business Function - Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Germany 6-Year Perspective for Operational Analytics by Business Function - Percentage Breakdown of Value Sales for Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions for the Years 2025 & 2030
    • TABLE 76: Germany Recent Past, Current & Future Analysis for Operational Analytics by Vertical - Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 77: Germany 6-Year Perspective for Operational Analytics by Vertical - Percentage Breakdown of Value Sales for Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
  • ITALY
    • TABLE 78: Italy Recent Past, Current & Future Analysis for Operational Analytics by Type - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 79: Italy 6-Year Perspective for Operational Analytics by Type - Percentage Breakdown of Value Sales for Software and Services for the Years 2025 & 2030
    • TABLE 80: Italy Recent Past, Current & Future Analysis for Operational Analytics by Business Function - Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: Italy 6-Year Perspective for Operational Analytics by Business Function - Percentage Breakdown of Value Sales for Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions for the Years 2025 & 2030
    • TABLE 82: Italy Recent Past, Current & Future Analysis for Operational Analytics by Vertical - Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 83: Italy 6-Year Perspective for Operational Analytics by Vertical - Percentage Breakdown of Value Sales for Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
  • UNITED KINGDOM
    • Operational Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 84: UK Recent Past, Current & Future Analysis for Operational Analytics by Type - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 85: UK 6-Year Perspective for Operational Analytics by Type - Percentage Breakdown of Value Sales for Software and Services for the Years 2025 & 2030
    • TABLE 86: UK Recent Past, Current & Future Analysis for Operational Analytics by Business Function - Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: UK 6-Year Perspective for Operational Analytics by Business Function - Percentage Breakdown of Value Sales for Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions for the Years 2025 & 2030
    • TABLE 88: UK Recent Past, Current & Future Analysis for Operational Analytics by Vertical - Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 89: UK 6-Year Perspective for Operational Analytics by Vertical - Percentage Breakdown of Value Sales for Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 90: Rest of Europe Recent Past, Current & Future Analysis for Operational Analytics by Type - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Rest of Europe 6-Year Perspective for Operational Analytics by Type - Percentage Breakdown of Value Sales for Software and Services for the Years 2025 & 2030
    • TABLE 92: Rest of Europe Recent Past, Current & Future Analysis for Operational Analytics by Business Function - Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Rest of Europe 6-Year Perspective for Operational Analytics by Business Function - Percentage Breakdown of Value Sales for Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions for the Years 2025 & 2030
    • TABLE 94: Rest of Europe Recent Past, Current & Future Analysis for Operational Analytics by Vertical - Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Rest of Europe 6-Year Perspective for Operational Analytics by Vertical - Percentage Breakdown of Value Sales for Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Operational Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 96: Asia-Pacific Recent Past, Current & Future Analysis for Operational Analytics by Type - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Asia-Pacific 6-Year Perspective for Operational Analytics by Type - Percentage Breakdown of Value Sales for Software and Services for the Years 2025 & 2030
    • TABLE 98: Asia-Pacific Recent Past, Current & Future Analysis for Operational Analytics by Business Function - Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Asia-Pacific 6-Year Perspective for Operational Analytics by Business Function - Percentage Breakdown of Value Sales for Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions for the Years 2025 & 2030
    • TABLE 100: Asia-Pacific Recent Past, Current & Future Analysis for Operational Analytics by Vertical - Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 101: Asia-Pacific 6-Year Perspective for Operational Analytics by Vertical - Percentage Breakdown of Value Sales for Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 102: Rest of World Recent Past, Current & Future Analysis for Operational Analytics by Type - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 103: Rest of World 6-Year Perspective for Operational Analytics by Type - Percentage Breakdown of Value Sales for Software and Services for the Years 2025 & 2030
    • TABLE 104: Rest of World Recent Past, Current & Future Analysis for Operational Analytics by Business Function - Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 105: Rest of World 6-Year Perspective for Operational Analytics by Business Function - Percentage Breakdown of Value Sales for Marketing, Sales, Finance, Information Technology, Human Resources and Other Business Functions for the Years 2025 & 2030
    • TABLE 106: Rest of World Recent Past, Current & Future Analysis for Operational Analytics by Vertical - Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 107: Rest of World 6-Year Perspective for Operational Analytics by Vertical - Percentage Breakdown of Value Sales for Manufacturing, Telecommunications, Transportation & Logistics, Retail & Consumer Goods, Government & Defense, Energy & Utilities and Other Verticals for the Years 2025 & 2030

IV. COMPETITION