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製造アナリティクスの世界市場

Manufacturing Analytics

出版日
ページ情報
英文 196 Pages
納期
即日から翌営業日
適宜更新あり
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価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=146.32円
製造アナリティクスの世界市場
出版日: 2024年09月24日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 196 Pages
納期: 即日から翌営業日
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概要

製造アナリティクスの世界市場は2030年までに635億米ドルに到達

2023年に194億米ドルと推定される製造アナリティクスの世界市場は、2023年から2030年にかけてCAGR 18.5%で成長し、2030年には635億米ドルに達すると予測されます。本レポートで分析したセグメントの1つである「ソフトウェアコンポーネント」は、CAGR18.9%を記録し、分析期間終了時には458億米ドルに達すると予測されます。サービスコンポーネント分野の成長率は、分析期間中CAGR17.4％と推定されます。

米国市場は55億米ドル、中国はCAGR18.0％で成長すると予測

米国の製造アナリティクス市場は2023年に55億米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに99億米ドルの市場規模に達すると予測され、分析期間2023-2030年のCAGRは18.0%です。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ16.3%と15.4%と予測されています。欧州では、ドイツがCAGR約12.6%で成長すると予測されています。

世界の製造アナリティクス市場- 主要動向と促進要因まとめ

製造アナリティクスとは何か？

製造アナリティクスとは、製造プロセスの最適化、製品品質の向上、業務効率の改善を目的としたデータ分析ツールや技術の活用を指します。センサー、機械、企業システムなど、さまざまなソースからデータを収集・分析することで、製造業者は生産パフォーマンスに関するリアルタイムの洞察を得、ボトルネックを特定し、メンテナンスの必要性を予測することができます。このデータ主導のアプローチにより、企業はより多くの情報に基づいた意思決定を行い、ダウンタイムを削減し、製品品質を向上させ、無駄を最小限に抑えることができます。製造アナリティクスは、よりスマートで俊敏な製造オペレーションを可能にすることで、生産プロセスを変革します。これは、今日の競合が激しく、急速に進化する業界情勢において不可欠なものです。

技術の進歩は、製造アナリティクスのイノベーションをどのように促進していますか？

特に人工知能（AI）、機械学習（ML）、モノのインターネット（IIoT）の分野における技術の進歩が、製造アナリティクスの機能に革命をもたらしています。AIやMLのアルゴリズムは、膨大な量のデータをリアルタイムで分析し、人間のオペレーターが見逃してしまうようなパターンや異常を特定することができます。この予測能力は予防保全に不可欠であり、メーカーはダウンタイムを引き起こす前に潜在的な問題に対処することができます。IIoTは、機械、センサー、システム間のシームレスな接続を可能にし、効率改善とリソース使用の最適化のために分析可能なデータの継続的なストリームを提供します。クラウド・コンピューティングとエッジ・コンピューティングは、より発生源に近いところでリアルタイムのデータ処理と分析を可能にし、より迅速で正確な意思決定を保証することで、製造アナリティクスをさらに強化しています。

製造アナリティクスの導入にはどのような課題がありますか？

製造アナリティクスの導入には、特にデータ統合、セキュリティ、即戦力に関するいくつかの課題があります。主な課題の一つは、多様なシステムやマシンからのデータを統合することです。その多くは、異なるプロトコルを使用していたり、接続性が欠けていたりします。このため、分析のための統一されたデータ・プラットフォームを構築することが難しくなる可能性があります。さらに、より多くのデータが収集され、分析されるにつれて、サイバーセキュリティが重要な関心事となります。特に製造業務のデジタル化が進むにつれて、データが侵害やサイバー攻撃から確実に保護されることが不可欠となります。もう一つの課題は、高度なアナリティクス・ツールを使用するための十分なトレーニングを従業員に受けさせることです。多くの製造業はスキルギャップに直面しており、従業員はデータの洞察を解釈し、効果的に行動するために必要な専門知識を持っていない可能性があります。

製造アナリティクス市場の成長は複数の要因によってもたらされる

製造アナリティクス市場の成長は、IIoTの導入拡大、業務効率化の要求の高まり、AIや機械学習技術の進歩など、いくつかの要因によってもたらされます。製造業者は競争力を維持するために、生産実績に関するリアルタイムの考察を提供する分析ソリューションに投資し、コスト削減と製品品質の向上に役立てています。IIoTの台頭は、より接続されたデータ駆動型の工場を可能にし、プロセスを最適化するために分析できる豊富な情報を提供しています。さらに、AIと機械学習により、設備の故障予測やサプライチェーン管理の改善が容易になり、製造アナリティクスの採用をさらに促進しています。これらの要因は、スマートな製造手法の採用に対する圧力の高まりと相まって、製造アナリティクス市場の堅調な成長を促進すると予想されます。

調査対象企業の例（全46件）

  • Abaco Consulting
  • Alteryx, Inc.
  • ClairViz
  • Datanomix
  • Expleo Group
  • Fast Radius, Inc.
  • FourJaw Manufacturing Analytics Limited
  • Information Resources, Inc.（IRI）
  • KNIME AG
  • MachineMetrics

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
Product Code: MCP13170

Global Manufacturing Analytics Market to Reach US$63.5 Billion by 2030

The global market for Manufacturing Analytics estimated at US$19.4 Billion in the year 2023, is expected to reach US$63.5 Billion by 2030, growing at a CAGR of 18.5% over the analysis period 2023-2030. Software Component, one of the segments analyzed in the report, is expected to record a 18.9% CAGR and reach US$45.8 Billion by the end of the analysis period. Growth in the Services Component segment is estimated at 17.4% CAGR over the analysis period.

The U.S. Market is Estimated at US$5.5 Billion While China is Forecast to Grow at 18.0% CAGR

The Manufacturing Analytics market in the U.S. is estimated at US$5.5 Billion in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$9.9 Billion by the year 2030 trailing a CAGR of 18.0% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 16.3% and 15.4% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 12.6% CAGR.

Global Manufacturing Analytics Market - Key Trends & Drivers Summarized

What Is Manufacturing Analytics and How Is It Transforming Production Processes?

Manufacturing analytics refers to the use of data analytics tools and techniques to optimize manufacturing processes, improve product quality, and enhance operational efficiency. By collecting and analyzing data from various sources—such as sensors, machines, and enterprise systems—manufacturers can gain real-time insights into production performance, identify bottlenecks, and predict maintenance needs. This data-driven approach allows companies to make more informed decisions, reducing downtime, improving product quality, and minimizing waste. Manufacturing analytics is transforming production processes by enabling smarter, more agile manufacturing operations, which are essential in today's competitive and rapidly evolving industrial landscape.

How Are Technological Advancements Driving Innovation in Manufacturing Analytics?

Technological advancements, particularly in the areas of artificial intelligence (AI), machine learning (ML), and the Industrial Internet of Things (IIoT), are revolutionizing the capabilities of manufacturing analytics. AI and ML algorithms can analyze vast amounts of data in real time, identifying patterns and anomalies that human operators might miss. This predictive capability is crucial for preventive maintenance, allowing manufacturers to address potential issues before they cause downtime. IIoT enables seamless connectivity between machines, sensors, and systems, providing a continuous stream of data that can be analyzed to improve efficiency and optimize resource use. Cloud computing and edge computing are further enhancing manufacturing analytics by enabling real-time data processing and analysis closer to the source, ensuring faster and more accurate decision-making.

What Challenges Are Associated with Implementing Manufacturing Analytics?

Implementing manufacturing analytics comes with several challenges, particularly related to data integration, security, and workforce readiness. One of the main issues is the integration of data from diverse systems and machines, many of which may use different protocols or lack connectivity. This can make it difficult to create a unified data platform for analysis. Additionally, as more data is collected and analyzed, cybersecurity becomes a critical concern. Ensuring that data is protected from breaches and cyberattacks is essential, especially as manufacturing operations become increasingly digitized. Another challenge is ensuring that the workforce is adequately trained to use advanced analytics tools. Many manufacturers face a skills gap, as employees may not have the necessary expertise to interpret and act on data insights effectively.

Growth in the Manufacturing Analytics Market Is Driven by Several Factors

The growth in the manufacturing analytics market is driven by several factors, including the increasing adoption of IIoT, the growing demand for operational efficiency, and advancements in AI and machine learning technologies. As manufacturers strive to remain competitive, they are investing in analytics solutions that provide real-time insights into production performance, helping to reduce costs and improve product quality. The rise of IIoT is enabling more connected and data-driven factories, providing a wealth of information that can be analyzed to optimize processes. Additionally, AI and machine learning are making it easier to predict equipment failures and improve supply chain management, further driving the adoption of manufacturing analytics. These factors, combined with the growing pressure to adopt smart manufacturing practices, are expected to fuel robust growth in the manufacturing analytics market.

Select Competitors (Total 46 Featured) -

  • Abaco Consulting
  • Alteryx, Inc.
  • ClairViz
  • Datanomix
  • Expleo Group
  • Fast Radius, Inc.
  • FourJaw Manufacturing Analytics Limited
  • Information Resources, Inc. (IRI)
  • KNIME AG
  • MachineMetrics

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Global Economic Update
    • Manufacturing Analytics - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Rising Focus on Operational Efficiency Drives Growth in Manufacturing Analytics Solutions
    • Increased Adoption of IoT and Smart Manufacturing Expands Addressable Market for Analytics
    • Technological Advancements in AI and Machine Learning Propel Growth in Predictive Analytics for Manufacturing
    • Growing Use of Data-driven Decision Making Strengthens Business Case for Manufacturing Analytics
    • Expansion of Industry 4.0 Initiatives Drives Adoption of Advanced Analytics in Manufacturing
    • Rising Need for Real-time Monitoring and Quality Control Accelerates Growth in Analytics Solutions
    • Increased Focus on Reducing Downtime Expands Opportunities for Predictive Maintenance Analytics
    • Rising Focus on Energy Efficiency and Sustainability Strengthens Demand for Energy Analytics in Manufacturing
    • Increased Investment in AI-powered Automation Strengthens Business Case for Intelligent Manufacturing Analytics
    • Rising Adoption of Blockchain Technology Expands Market for Secure and Transparent Manufacturing Analytics Solutions
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Predictive Maintenance & Asset Management 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 2023 through 2030 and % CAGR
    • TABLE 2: World 7-Year Perspective for Predictive Maintenance & Asset Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 3: World Recent Past, Current & Future Analysis for Inventory Management 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 2023 through 2030 and % CAGR
    • TABLE 4: World 7-Year Perspective for Inventory Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Supply Chain 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 2023 through 2030 and % CAGR
    • TABLE 6: World 7-Year Perspective for Supply Chain Planning & Procurement by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for Energy Management 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 2023 through 2030 and % CAGR
    • TABLE 8: World 7-Year Perspective for Energy Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 9: World Recent Past, Current & Future Analysis for Emergency Management 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 2023 through 2030 and % CAGR
    • TABLE 10: World 7-Year Perspective for Emergency Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Sales & Customer Management 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 2023 through 2030 and % CAGR
    • TABLE 12: World 7-Year Perspective for Sales & Customer Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 13: World Recent Past, Current & Future Analysis for Other Applications 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 2023 through 2030 and % CAGR
    • TABLE 14: World 7-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 15: World Manufacturing Analytics Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 16: 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 2023 through 2030 and % CAGR
    • TABLE 17: World 7-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 Markets for Years 2024 & 2030
    • TABLE 18: 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 2023 through 2030 and % CAGR
    • TABLE 19: World 7-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 2024 & 2030
    • TABLE 20: 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 2023 through 2030 and % CAGR
    • TABLE 21: World 7-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 2024 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for On-Premise 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 2023 through 2030 and % CAGR
    • TABLE 23: World 7-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for Cloud 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 2023 through 2030 and % CAGR
    • TABLE 25: World 7-Year Perspective for Cloud by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Manufacturing Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 26: USA Recent Past, Current & Future Analysis for Manufacturing Analytics by Application - Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 27: USA 7-Year Perspective for Manufacturing Analytics by Application - Percentage Breakdown of Value Sales for Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications for the Years 2024 & 2030
    • TABLE 28: USA Recent Past, Current & Future Analysis for Manufacturing Analytics by Offering - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 29: USA 7-Year Perspective for Manufacturing Analytics by Offering - Percentage Breakdown of Value Sales for Software and Services for the Years 2024 & 2030
    • TABLE 30: USA Recent Past, Current & Future Analysis for Manufacturing Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 31: USA 7-Year Perspective for Manufacturing Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • CANADA
    • TABLE 32: Canada Recent Past, Current & Future Analysis for Manufacturing Analytics by Application - Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 33: Canada 7-Year Perspective for Manufacturing Analytics by Application - Percentage Breakdown of Value Sales for Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications for the Years 2024 & 2030
    • TABLE 34: Canada Recent Past, Current & Future Analysis for Manufacturing Analytics by Offering - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 35: Canada 7-Year Perspective for Manufacturing Analytics by Offering - Percentage Breakdown of Value Sales for Software and Services for the Years 2024 & 2030
    • TABLE 36: Canada Recent Past, Current & Future Analysis for Manufacturing Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 37: Canada 7-Year Perspective for Manufacturing Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • JAPAN
    • Manufacturing Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 38: Japan Recent Past, Current & Future Analysis for Manufacturing Analytics by Application - Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 39: Japan 7-Year Perspective for Manufacturing Analytics by Application - Percentage Breakdown of Value Sales for Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications for the Years 2024 & 2030
    • TABLE 40: Japan Recent Past, Current & Future Analysis for Manufacturing Analytics by Offering - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 41: Japan 7-Year Perspective for Manufacturing Analytics by Offering - Percentage Breakdown of Value Sales for Software and Services for the Years 2024 & 2030
    • TABLE 42: Japan Recent Past, Current & Future Analysis for Manufacturing Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 43: Japan 7-Year Perspective for Manufacturing Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • CHINA
    • Manufacturing Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 44: China Recent Past, Current & Future Analysis for Manufacturing Analytics by Application - Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 45: China 7-Year Perspective for Manufacturing Analytics by Application - Percentage Breakdown of Value Sales for Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications for the Years 2024 & 2030
    • TABLE 46: China Recent Past, Current & Future Analysis for Manufacturing Analytics by Offering - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 47: China 7-Year Perspective for Manufacturing Analytics by Offering - Percentage Breakdown of Value Sales for Software and Services for the Years 2024 & 2030
    • TABLE 48: China Recent Past, Current & Future Analysis for Manufacturing Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 49: China 7-Year Perspective for Manufacturing Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • EUROPE
    • Manufacturing Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 50: Europe Recent Past, Current & Future Analysis for Manufacturing Analytics by Application - Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 51: Europe 7-Year Perspective for Manufacturing Analytics by Application - Percentage Breakdown of Value Sales for Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications for the Years 2024 & 2030
    • TABLE 52: Europe Recent Past, Current & Future Analysis for Manufacturing Analytics by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 53: Europe 7-Year Perspective for Manufacturing Analytics by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
    • TABLE 54: Europe Recent Past, Current & Future Analysis for Manufacturing Analytics by Offering - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 55: Europe 7-Year Perspective for Manufacturing Analytics by Offering - Percentage Breakdown of Value Sales for Software and Services for the Years 2024 & 2030
    • TABLE 56: Europe Recent Past, Current & Future Analysis for Manufacturing Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 57: Europe 7-Year Perspective for Manufacturing Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • FRANCE
    • Manufacturing Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 58: France Recent Past, Current & Future Analysis for Manufacturing Analytics by Application - Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 59: France 7-Year Perspective for Manufacturing Analytics by Application - Percentage Breakdown of Value Sales for Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications for the Years 2024 & 2030
    • TABLE 60: France Recent Past, Current & Future Analysis for Manufacturing Analytics by Offering - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 61: France 7-Year Perspective for Manufacturing Analytics by Offering - Percentage Breakdown of Value Sales for Software and Services for the Years 2024 & 2030
    • TABLE 62: France Recent Past, Current & Future Analysis for Manufacturing Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 63: France 7-Year Perspective for Manufacturing Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • GERMANY
    • Manufacturing Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 64: Germany Recent Past, Current & Future Analysis for Manufacturing Analytics by Application - Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 65: Germany 7-Year Perspective for Manufacturing Analytics by Application - Percentage Breakdown of Value Sales for Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications for the Years 2024 & 2030
    • TABLE 66: Germany Recent Past, Current & Future Analysis for Manufacturing Analytics by Offering - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 67: Germany 7-Year Perspective for Manufacturing Analytics by Offering - Percentage Breakdown of Value Sales for Software and Services for the Years 2024 & 2030
    • TABLE 68: Germany Recent Past, Current & Future Analysis for Manufacturing Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 69: Germany 7-Year Perspective for Manufacturing Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • ITALY
    • TABLE 70: Italy Recent Past, Current & Future Analysis for Manufacturing Analytics by Application - Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 71: Italy 7-Year Perspective for Manufacturing Analytics by Application - Percentage Breakdown of Value Sales for Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications for the Years 2024 & 2030
    • TABLE 72: Italy Recent Past, Current & Future Analysis for Manufacturing Analytics by Offering - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 73: Italy 7-Year Perspective for Manufacturing Analytics by Offering - Percentage Breakdown of Value Sales for Software and Services for the Years 2024 & 2030
    • TABLE 74: Italy Recent Past, Current & Future Analysis for Manufacturing Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 75: Italy 7-Year Perspective for Manufacturing Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • UNITED KINGDOM
    • Manufacturing Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 76: UK Recent Past, Current & Future Analysis for Manufacturing Analytics by Application - Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 77: UK 7-Year Perspective for Manufacturing Analytics by Application - Percentage Breakdown of Value Sales for Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications for the Years 2024 & 2030
    • TABLE 78: UK Recent Past, Current & Future Analysis for Manufacturing Analytics by Offering - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 79: UK 7-Year Perspective for Manufacturing Analytics by Offering - Percentage Breakdown of Value Sales for Software and Services for the Years 2024 & 2030
    • TABLE 80: UK Recent Past, Current & Future Analysis for Manufacturing Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 81: UK 7-Year Perspective for Manufacturing Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • REST OF EUROPE
    • TABLE 82: Rest of Europe Recent Past, Current & Future Analysis for Manufacturing Analytics by Application - Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 83: Rest of Europe 7-Year Perspective for Manufacturing Analytics by Application - Percentage Breakdown of Value Sales for Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications for the Years 2024 & 2030
    • TABLE 84: Rest of Europe Recent Past, Current & Future Analysis for Manufacturing Analytics by Offering - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 85: Rest of Europe 7-Year Perspective for Manufacturing Analytics by Offering - Percentage Breakdown of Value Sales for Software and Services for the Years 2024 & 2030
    • TABLE 86: Rest of Europe Recent Past, Current & Future Analysis for Manufacturing Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 87: Rest of Europe 7-Year Perspective for Manufacturing Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • ASIA-PACIFIC
    • Manufacturing Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 88: Asia-Pacific Recent Past, Current & Future Analysis for Manufacturing Analytics by Application - Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 89: Asia-Pacific 7-Year Perspective for Manufacturing Analytics by Application - Percentage Breakdown of Value Sales for Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications for the Years 2024 & 2030
    • TABLE 90: Asia-Pacific Recent Past, Current & Future Analysis for Manufacturing Analytics by Offering - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 91: Asia-Pacific 7-Year Perspective for Manufacturing Analytics by Offering - Percentage Breakdown of Value Sales for Software and Services for the Years 2024 & 2030
    • TABLE 92: Asia-Pacific Recent Past, Current & Future Analysis for Manufacturing Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 93: Asia-Pacific 7-Year Perspective for Manufacturing Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • REST OF WORLD
    • TABLE 94: Rest of World Recent Past, Current & Future Analysis for Manufacturing Analytics by Application - Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 95: Rest of World 7-Year Perspective for Manufacturing Analytics by Application - Percentage Breakdown of Value Sales for Supply Chain Planning & Procurement, Sales & Customer Management, Inventory Management, Predictive Maintenance & Asset Management, Energy Management, Emergency Management and Other Applications for the Years 2024 & 2030
    • TABLE 96: Rest of World Recent Past, Current & Future Analysis for Manufacturing Analytics by Offering - Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 97: Rest of World 7-Year Perspective for Manufacturing Analytics by Offering - Percentage Breakdown of Value Sales for Software and Services for the Years 2024 & 2030
    • TABLE 98: Rest of World Recent Past, Current & Future Analysis for Manufacturing Analytics by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 99: Rest of World 7-Year Perspective for Manufacturing Analytics by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030

IV. COMPETITION