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市场调查报告书
商品编码
1875960

全球营运分析市场

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个工作天内

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※ 本网页内容可能与最新版本有所差异。详细情况请与我们联繫。

简介目录

全球营运分析市场预计到2030年将达到615亿美元。

全球营运分析市场规模在2024年估计为303亿美元，预计到2030年将达到615亿美元，在分析期间（2024-2030年）内复合年增长率（CAGR）为12.5%。本报告分析的细分市场之一－营运分析软体，预计复合年增长率为11.5%，到分析期末将达到437亿美元。营运分析服务细分市场的复合年增长率预计在分析期间将达到15.2%。

美国市场规模估计为82亿美元，而中国市场预计将以11.5%的复合年增长率成长。

预计到2024年，美国营运分析市场规模将达82亿美元。作为世界第二大经济体，中国预计到2030年市场规模将达到93亿美元，在2024年至2030年的分析期间内，复合年增长率（CAGR）将达到11.5%。其他值得关注的区域市场包括日本和加拿大，预计在分析期内，这两个市场的复合年增长率将分别达到11.1%和10.5%。在欧洲，德国的复合年增长率预计将达到约8.8%。

全球营运分析市场－主要市场趋势与驱动因素概述

营运分析如何改变了企业决策？

对于寻求优化营运并做出即时数据驱动决策的企业而言，营运分析已成为必不可少的工具。这项技术使企业能够分析来自各种来源的营运数据，包括物联网设备、供应链系统、客户互动和财务交易，从而获得可操作的洞察，进而提高效率、降低成本并提升服务交付水准。透过将进阶分析、机器学习和人工智慧应用于营运数据，企业可以预测设备故障、优化资源分配、简化工作流程并更好地了解客户行为。营运分析的价值在製造业、零售业、医疗保健业和物流业等行业尤为显着，在这些行业中，即时了解营运状态对于保持竞争优势至关重要。将营运分析整合到企业系统（例如 ERP 和 CRM 平台）中，可实现决策流程，从而加快速度并提升业务营运的灵活性。

哪些趋势正在推动营运分析市场的发展？

推动营运分析市场发展的趋势有很多，尤其是越来越多地采用先进技术来改善数据分析和决策。其中一个关键趋势是人工智慧和机器学习在营运分析领域的兴起。这些技术使企业能够从说明分析（发生了什么）转向预测性和指示性分析（将会发生什么以及如何应对），从而更深入地了解未来的业务挑战和机会。另一个关键趋势是即时分析的重要性日益凸显，因为企业希望基于最新数据做出决策。这在电子商务、物流和製造业等行业尤其重要，因为快速决策会对业务绩效产生重大影响。物联网设备的普及也推动了对营运分析的需求，因为企业希望利用连网设备产生的大量数据来优化营运。最后，向云端基础分析平台的转型正在加速，为企业提供扩充性、灵活且经济高效的解决方案，用于管理和分析营运数据。

科技如何提升营运分析能力？

科技在提升营运分析能力方面发挥了关键作用，使其更加复杂且易于各种规模的企业使用。人工智慧和机器学习演算法的整合使企业能够自动化资料分析流程，并从大型资料集中发现人工难以识别的模式。这些技术能够在潜在故障发生之前识别它们，从而实现预测性维护、动态定价策略和供应链优化。云端运算使营运分析更具可扩展性和成本效益，提供了即时储存和分析海量资料的基础设施。边缘运算也已成为一种强大的工具，能够在资料来源（例如物联网设备）进行即时处理，从而降低延迟并加快决策速度。数据视觉化工具日趋完善，提供直觉的仪表板和报告，使用户能够解读复杂的营运数据。此外，将营运分析与企业资源计划 (ERP)、客户关係管理 (CRM) 和供应链管理系统集成，可以简化工作流程，并为整个组织提供可操作的洞察。

哪些因素正在推动营运分析市场的成长？

营运分析市场的成长受多种因素驱动，包括对数据驱动决策日益增长的需求以及现代业务运营日益复杂化。物联网设备的普及显着增加了企业可取得的营运数据量，从而加速了对能够即时处理和解读这些数据的高阶分析工具的需求。人工智慧和机器学习的应用增强了营运分析的预测能力，使企业能够预测和降低风险、优化绩效并减少停机时间。向云端基础分析平台的转型也是一个关键驱动因素，使企业无需在基础设施方面进行大量前期投资即可扩展其分析能力。此外，提高效率和降低营运成本的竞争压力也促使各行各业的企业投资于营运分析解决方案。客户体验日益重要，也推动了对能够洞察客户行为和服务交付的分析工具的需求。

部分：

按类型（软体、服务）、按业务职能（行销、销售、财务、资讯科技、人力资源、其他业务职能）、按行业（製造业、通讯、运输和物流业、零售和消费品业、政府和国防业、能源和公共产业、其他行业）

受访公司范例

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

人工智慧集成

我们正在利用检验的专家内容和人工智慧工具，变革市场和竞争情报。

Market Glass, Inc. 并没有查询LLM 或产业专用的SLM 的典型方法，而是建立了一个由世界各地领域专家精心策划的内容库，其中包括视频转录、博客、搜寻引擎研究以及大量的公司、产品/服务和市场数据。

关税影响係数

在最新发布的报告中，Market Glass, Inc. 将关税对地理市场的影响纳入考量，并根据公司总部所在地、製造地以及进出口（成品和OEM产品）情况，预测企业竞争地位的变化。这种复杂多变的市场现实会从多个方面影响竞争对手，包括增加销货成本、降低盈利和重组供应链，同时也会影响微观和宏观市场动态。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章 市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲
  • 亚太地区
  • 世界其他地区

第四章 竞赛

简介目录
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