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市場調查報告書
商品編碼
1875998

全球供應鏈分析市場

Supply Chain Analytics

出版日期: | 出版商: Market Glass, Inc. (Formerly Global Industry Analysts, Inc.) | 英文 192 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

全球供應鏈分析市場預計到2030年將達到317億美元。

全球供應鏈分析市場預計在2024年達到148億美元,預計到2030年將達到317億美元,在分析期間(2024-2030年)內複合年成長率(CAGR)為13.5%。本報告分析的細分市場之一-銷售與營運計畫(S&OP)預計將以15.6%的複合年成長率成長,並在分析期間結束時達到127億美元。計畫與採購細分市場預計在分析期間將以13.9%的複合年成長率成長。

美國市場規模估計為40億美元,而中國市場預計將以12.3%的複合年成長率成長。

預計2024年,美國供應鏈分析市場規模將達40億美元。作為世界第二大經濟體,中國預計到2030年市場規模將達到47億美元,2024年至2030年的複合年成長率(CAGR)為12.3%。其他值得關注的區域市場分析包括日本和加拿大,預計在分析期內,這兩個國家的複合年成長率將分別達到12.5%和11.1%。在歐洲,德國預計將以約9.2%的複合年成長率成長。

全球供應鏈分析市場-主要市場趨勢與促進因素概述

供應鏈分析如何革新物流與營運?

供應鏈分析正在迅速改變企業管理物流、營運和整體供應鏈效率的方式。隨著巨量資料、人工智慧 (AI) 和機器學習的興起,企業擴大利用數據驅動的解決方案進行庫存管理、需求預測和最佳化供應商績效。這些先進的分析工具能夠即時洞察供應鏈營運狀況,幫助企業辨識瓶頸、降低成本並改善決策流程。隨著全球供應鏈日益複雜,預測和應對中斷的能力至關重要。供應鏈分析能夠幫助企業降低風險並提高營運效率,使其在當今全球化的市場中不可或缺。

哪些創新正在塑造供應鏈分析市場?

將人工智慧和機器學習技術融入供應鏈分析是推動市場發展的主要創新之一。預測性和指示性分析使企業能夠預測未來趨勢、分析風險並做出明智的決策,從而提高供應鏈的韌性。此外,雲端基礎的解決方案因其擴充性、更低的初始成本和隨時隨地可訪問性而日益普及。物聯網 (IoT) 設備也透過提供有關運輸和庫存的即時數據,在供應鏈分析中發揮關鍵作用。這些創新不僅提高了供應鏈績效,還有助於企業在營運中實現更高的透明度和永續性。

哪些細分市場在供應鏈分析領域處於主導?

關鍵組成部分包括軟體和服務,其中軟體解決方案由於對數據驅動型工具的需求不斷成長而佔據市場主導地位。部署模式分為本地部署和雲端基礎,雲端基礎解決方案因其靈活性和成本效益而成長更快。從終端用戶產業來看,製造業、零售業、醫療保健業和運輸業是供應鏈分析的主要應用領域,因為這些產業需要有效率地管理複雜的全球供應鏈。從地區來看,北美佔據最大的市場佔有率,其次是歐洲。同時,由於工業化進程加快和電子商務的蓬勃發展,亞太地區正經歷快速成長。

哪些成長要素?

供應鏈分析市場的成長受多種因素驅動,包括對供應鏈即時可視性的日益成長的需求、風險管理解決方案需求的不斷攀升,以及人工智慧 (AI) 和巨量資料分析技術的進步。電子商務的成長和全通路零售的趨勢也推動了對用於最佳化庫存和分銷的分析工具的需求。此外,有關可追溯性和永續性的監管要求也促使企業投資於供應鏈分析。物聯網設備和雲端運算的日益普及進一步增強了這些解決方案的功能,使供應鏈分析成為現代商業營運的重要組成部分。

部分:

細分領域(銷售和營運計劃、計劃和採購、運輸和物流、製造分析、視覺化和報告工具)

受訪公司範例

  • Birst, Inc.
  • Capgemini SE
  • Genpact Ltd.
  • IBM Corporation
  • Kinaxis Inc.
  • MicroStrategy, Inc.
  • Oracle Corporation
  • SAP SE
  • SAS Institute, Inc.
  • Tableau Software, Inc.

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. 並沒有採用查詢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: MCP15082

Global Supply Chain Analytics Market to Reach US$31.7 Billion by 2030

The global market for Supply Chain Analytics estimated at US$14.8 Billion in the year 2024, is expected to reach US$31.7 Billion by 2030, growing at a CAGR of 13.5% over the analysis period 2024-2030. Sales & Operations Planning, one of the segments analyzed in the report, is expected to record a 15.6% CAGR and reach US$12.7 Billion by the end of the analysis period. Growth in the Planning & Procurement segment is estimated at 13.9% CAGR over the analysis period.

The U.S. Market is Estimated at US$4.0 Billion While China is Forecast to Grow at 12.3% CAGR

The Supply Chain Analytics market in the U.S. is estimated at US$4.0 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$4.7 Billion by the year 2030 trailing a CAGR of 12.3% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 12.5% and 11.1% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 9.2% CAGR.

Global Supply Chain Analytics Market - Key Trends and Drivers Summarized

How Is Supply Chain Analytics Revolutionizing Logistics and Operations?

Supply chain analytics is rapidly transforming how companies manage logistics, operations, and overall supply chain efficiency. With the rise of big data, artificial intelligence (AI), and machine learning, businesses are increasingly using data-driven solutions to optimize inventory management, demand forecasting, and supplier performance. These advanced analytics tools allow for real-time insights into supply chain operations, helping companies identify bottlenecks, reduce costs, and improve decision-making processes. As global supply chains become more complex, the ability to anticipate and respond to disruptions becomes critical. Supply chain analytics empowers businesses to mitigate risks and enhance operational efficiency, making it indispensable in today’s globalized market.

What Innovations Are Shaping the Supply Chain Analytics Market?

The integration of AI and machine learning into supply chain analytics is one of the major innovations driving the market. Predictive and prescriptive analytics enable companies to forecast future trends, analyze risks, and make informed decisions that improve supply chain resilience. Additionally, cloud-based solutions are gaining popularity as they offer scalability, lower upfront costs, and accessibility from any location. Internet of Things (IoT) devices are also playing a significant role in supply chain analytics by providing real-time data on transportation and inventory. These innovations are not only improving supply chain performance but also helping businesses achieve greater transparency and sustainability across their operations.

Which Market Segments Are Leading in Supply Chain Analytics?

Key components include software and services, with software solutions dominating the market due to the growing demand for data-driven tools. The deployment segment is divided into on-premise and cloud-based solutions, with cloud-based solutions seeing faster growth due to their flexibility and cost-effectiveness. In terms of end-use industries, manufacturing, retail, healthcare, and transportation are among the largest adopters of supply chain analytics, as they require efficient management of complex global supply chains. Geographically, North America holds the largest market share, followed by Europe, while the Asia-Pacific region is experiencing rapid growth due to increasing industrialization and e-commerce expansion.

What Drives Growth in the Supply Chain Analytics Market?

The growth in the supply chain analytics market is driven by several factors, including the increasing need for real-time visibility in supply chains, rising demand for risk management solutions, and advancements in artificial intelligence and big data analytics. The growth of e-commerce and the trend toward omnichannel retailing are also fueling demand for analytics tools that optimize inventory and distribution. Additionally, regulatory requirements related to traceability and sustainability are prompting companies to invest in supply chain analytics. The growing use of IoT devices and cloud computing is further enhancing the capabilities of these solutions, making supply chain analytics an essential component of modern business operations.

SCOPE OF STUDY:

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

Segments:

Segment (Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics, Visualization & Reporting Tools)

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 38 Featured) -

  • Birst, Inc.
  • Capgemini SE
  • Genpact Ltd.
  • IBM Corporation
  • Kinaxis Inc.
  • MicroStrategy, Inc.
  • Oracle Corporation
  • SAP SE
  • SAS Institute, Inc.
  • Tableau Software, Inc.

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
    • Supply Chain 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 Demand for Real-Time Visibility in Supply Chains Spurs Growth in Supply Chain Analytics
    • Integration of AI and Machine Learning Expands Addressable Market for Advanced Analytics
    • Focus on Risk Management and Supply Chain Resilience Strengthens Business Case for Analytics Solutions
    • Growth of E-Commerce and Omnichannel Retailing Drives Adoption of Predictive Analytics in Supply Chains
    • Increasing Pressure to Reduce Costs and Improve Efficiency Propels Adoption of Analytics Tools
    • Advancements in Big Data Technology Accelerates Demand for Supply Chain Analytics Solutions
    • Expansion of IoT in Logistics Networks Spurs Growth in Data-Driven Supply Chain Optimization
    • Rise of Cloud-Based Solutions Expands Access to Advanced Supply Chain Analytics
    • Increasing Complexity of Global Supply Chains Drives Adoption of Advanced Analytics Solutions
    • Emergence of Blockchain Technology in Supply Chains Creates New Opportunities for Analytics
    • Integration of Real-Time Demand Forecasting Expands Market for Supply Chain Analytics
    • Digital Transformation in Manufacturing and Logistics Sectors Propels Adoption of Data-Driven Solutions
    • Growing Focus on Predictive and Prescriptive Analytics Sustains Growth in the Supply Chain Analytics Market
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Supply Chain Analytics Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Supply Chain 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 Supply Chain 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 Sales & Operations Planning 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 Sales & Operations Planning 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 Planning & Procurement 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 Planning & Procurement 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 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 9: 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 10: World Recent Past, Current & Future Analysis for Manufacturing 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 11: World 6-Year Perspective for Manufacturing Analytics 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 Visualization & Reporting Tools 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 Visualization & Reporting Tools 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
    • Supply Chain Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 14: USA Recent Past, Current & Future Analysis for Supply Chain Analytics by Segment - Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 15: USA 6-Year Perspective for Supply Chain Analytics by Segment - Percentage Breakdown of Value Sales for Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools for the Years 2025 & 2030
  • CANADA
    • TABLE 16: Canada Recent Past, Current & Future Analysis for Supply Chain Analytics by Segment - Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 17: Canada 6-Year Perspective for Supply Chain Analytics by Segment - Percentage Breakdown of Value Sales for Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools for the Years 2025 & 2030
  • JAPAN
    • Supply Chain Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 18: Japan Recent Past, Current & Future Analysis for Supply Chain Analytics by Segment - Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 19: Japan 6-Year Perspective for Supply Chain Analytics by Segment - Percentage Breakdown of Value Sales for Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools for the Years 2025 & 2030
  • CHINA
    • Supply Chain Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 20: China Recent Past, Current & Future Analysis for Supply Chain Analytics by Segment - Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 21: China 6-Year Perspective for Supply Chain Analytics by Segment - Percentage Breakdown of Value Sales for Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools for the Years 2025 & 2030
  • EUROPE
    • Supply Chain Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 22: Europe Recent Past, Current & Future Analysis for Supply Chain 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 23: Europe 6-Year Perspective for Supply Chain Analytics by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 24: Europe Recent Past, Current & Future Analysis for Supply Chain Analytics by Segment - Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 25: Europe 6-Year Perspective for Supply Chain Analytics by Segment - Percentage Breakdown of Value Sales for Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools for the Years 2025 & 2030
  • FRANCE
    • Supply Chain Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 26: France Recent Past, Current & Future Analysis for Supply Chain Analytics by Segment - Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 27: France 6-Year Perspective for Supply Chain Analytics by Segment - Percentage Breakdown of Value Sales for Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools for the Years 2025 & 2030
  • GERMANY
    • Supply Chain Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 28: Germany Recent Past, Current & Future Analysis for Supply Chain Analytics by Segment - Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 29: Germany 6-Year Perspective for Supply Chain Analytics by Segment - Percentage Breakdown of Value Sales for Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools for the Years 2025 & 2030
  • ITALY
    • TABLE 30: Italy Recent Past, Current & Future Analysis for Supply Chain Analytics by Segment - Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 31: Italy 6-Year Perspective for Supply Chain Analytics by Segment - Percentage Breakdown of Value Sales for Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools for the Years 2025 & 2030
  • UNITED KINGDOM
    • Supply Chain Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 32: UK Recent Past, Current & Future Analysis for Supply Chain Analytics by Segment - Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: UK 6-Year Perspective for Supply Chain Analytics by Segment - Percentage Breakdown of Value Sales for Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 34: Rest of Europe Recent Past, Current & Future Analysis for Supply Chain Analytics by Segment - Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 35: Rest of Europe 6-Year Perspective for Supply Chain Analytics by Segment - Percentage Breakdown of Value Sales for Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Supply Chain Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 36: Asia-Pacific Recent Past, Current & Future Analysis for Supply Chain Analytics by Segment - Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 37: Asia-Pacific 6-Year Perspective for Supply Chain Analytics by Segment - Percentage Breakdown of Value Sales for Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 38: Rest of World Recent Past, Current & Future Analysis for Supply Chain Analytics by Segment - Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Rest of World 6-Year Perspective for Supply Chain Analytics by Segment - Percentage Breakdown of Value Sales for Sales & Operations Planning, Planning & Procurement, Transportation & Logistics, Manufacturing Analytics and Visualization & Reporting Tools for the Years 2025 & 2030

IV. COMPETITION