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1534003

세계의 운영 인텔리전스 시장

Operational Intelligence
발행일: | 리서치사: Market Glass, Inc. (Formerly Global Industry Analysts, Inc.) | 페이지 정보: 영문 250 Pages | 배송안내 : 1-2일 (영업일 기준)

    
    
    



※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

운영 인텔리전스 세계 시장, 2030년까지 54억 달러 규모에 달할 전망

2023년 27억 달러로 추정되는 세계 운영 인텔리전스 시장은 2023년부터 2030년까지 연평균 10.3% 성장하여 2030년에는 54억 달러에 달할 것으로 예상됩니다. 이 보고서에서 분석한 부문 중 하나인 클라우드 도입은 CAGR 12.4%를 기록하며 분석 기간 동안 36억 달러에 달할 것으로 예측됩니다. 온프레미스 배포 부문은 분석 기간 동안 CAGR 6.8%의 성장률을 기록할 것으로 추정됩니다.

미국 시장 7억 4,500만 달러, 중국은 CAGR 13.5%로 성장 전망

미국 운영 인텔리전스 시장 규모는 2023년 7억 4,500만 달러로 추정됩니다. 세계 2위의 경제 대국인 중국은 2030년까지 시장 규모가 11억 달러에 달할 것으로 예상되며, 2023-2030년 분석 기간 동안 13.5%의 CAGR을 기록할 것으로 예상됩니다. 다른 주목할 만한 지역 시장으로는 일본과 캐나다가 있으며, 분석 기간 동안 각각 7.8%와 9.8%의 CAGR을 기록할 것으로 예상됩니다. 유럽에서는 독일이 약 8.5%의 CAGR로 성장할 것으로 예상됩니다.

세계 운영 인텔리전스 시장 - 주요 동향 및 촉진요인 정리

운영 인텔리전스(Operational Intelligence, OI)는 데이터 기반 접근 방식으로, 조직이 실시간으로 비즈니스에 대한 인사이트를 제공함으로써 정보에 입각한 의사결정을 신속하고 효율적으로 내릴 수 있도록 돕습니다. OI는 고급 분석, 머신러닝, 데이터 통합 도구를 활용하여 기업이 센서, 거래 시스템, 소셜 미디어 피드 등 다양한 소스의 운영 데이터를 모니터링, 분석 및 조치할 수 있도록 지원합니다. 업무에 대한 종합적인 가시성을 통해 이상 징후를 감지하고, 프로세스를 최적화하며, 상황 변화에 신속하게 대응할 수 있도록 도와주며, OI는 적시에 의사결정을 내리는 것이 성과와 수익성에 큰 영향을 미치는 제조, 물류, 금융, 소매 등의 산업에서 특히 유용하게 활용됩니다. 예를 들어, 제조업의 경우, OI는 장비의 고장을 예측하고 유지보수 일정을 최적화하여 다운타임을 줄이는 데 도움이 될 수 있습니다.

기술의 발전으로 인해 운영 인텔리전스 솔루션의 역량이 크게 향상되고 있습니다. 최신 OI 플랫폼은 방대한 양의 데이터를 실시간으로 분석하고 수작업으로는 불가능한 패턴과 추세를 식별할 수 있는 고급 머신러닝 알고리즘을 갖추고 있는 경우가 많습니다. 인공지능(AI)의 통합으로 인사이트의 정확도와 속도가 더욱 향상되어 보다 정확한 예측과 이상 징후를 감지할 수 있게 되었습니다. 또한 사물인터넷(IoT) 기기의 보급으로 분석에 사용할 수 있는 데이터의 범위가 확대되어 업무 프로세스에 대한 보다 상세하고 풍부한 인사이트를 얻을 수 있게 되었습니다. 클라우드 컴퓨팅은 대량의 데이터를 처리하고 저장할 수 있는 확장 가능하고 비용 효율적인 인프라를 제공함으로써 OI를 더 많은 조직이 이용할 수 있도록 하는 데 중요한 역할을 했습니다.

운영 인텔리전스 시장의 성장은 비즈니스 운영의 복잡성, 실시간 의사결정의 필요성, IoT 기기로부터의 데이터 급증 등 여러 가지 요인에 기인합니다. 비즈니스가 확장되고 업무가 복잡해짐에 따라 실행 가능한 인사이트를 신속하고 효율적으로 제공할 수 있는 도구에 대한 수요가 증가하고 있습니다. 실시간 의사결정 능력은 지연이 곧 경쟁에서 뒤쳐질 수 있는 오늘날의 급변하는 비즈니스 환경에서 매우 중요하며, IoT 기기의 확산은 인사이트를 얻기 위해 분석할 수 있는 방대한 양의 비즈니스 데이터를 생성함으로써 시장 성장에 기여하고 있습니다. 또한, AI와 머신러닝의 발전으로 OI 솔루션의 기능이 강화되어 추세를 예측하고 이상 징후를 보다 효과적으로 감지할 수 있게 되었습니다. 이러한 기술 발전과 데이터 기반 의사결정의 가치에 대한 인식이 높아지면서 운영 인텔리전스 시장의 성장을 촉진하고 있습니다.

조사 대상 기업 예시(총 86건)

  • Amazon Web Services, Inc.
  • Axway
  • Open Text Corporation
  • OpsVeda, Inc.
  • Oversight Systems, Inc.
  • Rolta India Limited
  • SAP SE
  • Schneider Electric SE
  • Siemens AG
  • Software AG
  • Splunk, Inc.
  • Tibco Software, Inc.
  • VisionWaves
  • Vitria Technology, Inc.
  • Wipro Ltd.
  • ;

목차

제1장 조사 방법

제2장 주요 요약

  • 시장 개요
  • 주요 기업
  • 시장 동향과 성장 촉진요인
  • 세계 시장 전망

제3장 시장 분석

  • 미국
  • 캐나다
  • 일본
  • 중국
  • 유럽
  • 프랑스
  • 독일
  • 이탈리아
  • 영국
  • 스페인
  • 러시아
  • 기타 유럽
  • 아시아태평양
  • 호주
  • 인도
  • 한국
  • 기타 아시아태평양
  • 라틴아메리카
  • 아르헨티나
  • 브라질
  • 멕시코
  • 기타 라틴아메리카
  • 중동
  • 이란
  • 이스라엘
  • 사우디아라비아
  • 아랍에미리트
  • 기타 중동
  • 아프리카

제4장 경쟁

ksm 24.08.22

Global Operational Intelligence Market to Reach US$5.4 Billion by 2030

The global market for Operational Intelligence estimated at US$2.7 Billion in the year 2023, is expected to reach US$5.4 Billion by 2030, growing at a CAGR of 10.3% over the analysis period 2023-2030. Cloud Deployment, one of the segments analyzed in the report, is expected to record a 12.4% CAGR and reach US$3.6 Billion by the end of the analysis period. Growth in the On-Premise Deployment segment is estimated at 6.8% CAGR over the analysis period.

The U.S. Market is Estimated at US$745.0 Million While China is Forecast to Grow at 13.5% CAGR

The Operational Intelligence market in the U.S. is estimated at US$745.0 Million in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$1.1 Billion by the year 2030 trailing a CAGR of 13.5% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 7.8% and 9.8% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 8.5% CAGR.

Global Operational Intelligence Market - Key Trends and Drivers Summarized

Operational intelligence (OI) is a data-driven approach that provides real-time insights into business operations, enabling organizations to make informed decisions quickly and efficiently. By leveraging advanced analytics, machine learning, and data integration tools, OI helps businesses monitor, analyze, and act on operational data from various sources such as sensors, transactional systems, and social media feeds. This comprehensive visibility into operations allows for the detection of anomalies, optimization of processes, and swift response to changing conditions. OI is particularly valuable in industries such as manufacturing, logistics, finance, and retail, where timely decision-making can significantly impact performance and profitability. For example, in manufacturing, OI can help reduce downtime by predicting equipment failures and optimizing maintenance schedules.

Technological advancements have significantly enhanced the capabilities of operational intelligence solutions. Modern OI platforms often feature sophisticated machine learning algorithms that can analyze vast amounts of data in real-time, identifying patterns and trends that would be impossible to detect manually. The integration of artificial intelligence (AI) has further improved the accuracy and speed of insights generated, enabling more precise forecasting and anomaly detection. Additionally, the proliferation of Internet of Things (IoT) devices has expanded the scope of data available for analysis, providing richer and more granular insights into operational processes. Cloud computing has also played a critical role by offering scalable and cost-effective infrastructure for processing and storing large volumes of data, making OI accessible to a wider range of organizations.

The growth in the operational intelligence market is driven by several factors, including the increasing complexity of business operations, the need for real-time decision-making, and the proliferation of data from IoT devices. As businesses expand and their operations become more intricate, there is a growing demand for tools that can provide actionable insights quickly and efficiently. The ability to make real-time decisions is crucial in today’s fast-paced business environment, where delays can lead to significant competitive disadvantages. The widespread adoption of IoT devices has also contributed to market growth by generating a vast amount of operational data that can be analyzed for insights. Furthermore, advancements in AI and machine learning are enhancing the capabilities of OI solutions, making them more effective at predicting trends and detecting anomalies. These technological developments, combined with the increasing recognition of the value of data-driven decision-making, are propelling the growth of the operational intelligence market.

Select Competitors (Total 86 Featured) -

  • Amazon Web Services, Inc.
  • Axway
  • Open Text Corporation
  • OpsVeda, Inc.
  • Oversight Systems, Inc.
  • Rolta India Limited
  • SAP SE
  • Schneider Electric SE
  • Siemens AG
  • Software AG
  • Splunk, Inc.
  • Tibco Software, Inc.
  • VisionWaves
  • Vitria Technology, Inc.
  • Wipro Ltd.
  • ;

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Global Economic Update
    • Operational Intelligence - 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
    • Increasing Need for Real-Time Data Analysis Drives Market Growth
    • Rising Adoption of IoT and Smart Devices Propel Market
    • Technological Advancements in Analytics Tools Expand Market Opportunities
    • Growing Use in Predictive Maintenance and Asset Management Spurs Innovation
    • Emphasis on Operational Efficiency and Cost Reduction Enhances Product Appeal
    • Expansion of Industry 4.0 and Digital Transformation Sustains Demand
    • Integration with Machine Learning and AI Technologies Drives Adoption
    • Increasing Investment in Big Data Infrastructure Generates Demand
    • Focus on Improving Customer Experience and Service Delivery Propels Market Growth
    • Advances in Data Visualization and Dashboard Solutions Propel Market
    • Rising Use in Supply Chain and Logistics Management Generates Interest
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Operational Intelligence Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Operational Intelligence by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 3: World Historic Review for Operational Intelligence by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 4: World 16-Year Perspective for Operational Intelligence by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets for Years 2014, 2024 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Cloud-based Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 6: World Historic Review for Cloud-based Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 7: World 16-Year Perspective for Cloud-based Deployment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for On-Premise Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 9: World Historic Review for On-Premise Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 10: World 16-Year Perspective for On-Premise Deployment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for BFSI End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 12: World Historic Review for BFSI End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 13: World 16-Year Perspective for BFSI End-User by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Manufacturing End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 15: World Historic Review for Manufacturing End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 16: World 16-Year Perspective for Manufacturing End-User by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Transportation & Logistics End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 18: World Historic Review for Transportation & Logistics End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 19: World 16-Year Perspective for Transportation & Logistics End-User by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Retail End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 21: World Historic Review for Retail End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 22: World 16-Year Perspective for Retail End-User by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 23: World Recent Past, Current & Future Analysis for IT & Telecom End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 24: World Historic Review for IT & Telecom End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 25: World 16-Year Perspective for IT & Telecom End-User by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Healthcare End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 27: World Historic Review for Healthcare End-User by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 28: World 16-Year Perspective for Healthcare End-User by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 29: World Recent Past, Current & Future Analysis for Other End-Users by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 30: World Historic Review for Other End-Users by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 31: World 16-Year Perspective for Other End-Users by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Operational Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 32: USA Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 33: USA Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 34: USA 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 35: USA Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 36: USA Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 37: USA 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • CANADA
    • TABLE 38: Canada Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 39: Canada Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 40: Canada 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 41: Canada Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 42: Canada Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 43: Canada 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • JAPAN
    • Operational Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 44: Japan Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 45: Japan Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 46: Japan 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 47: Japan Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 48: Japan Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 49: Japan 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • CHINA
    • Operational Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 50: China Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 51: China Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 52: China 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 53: China Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 54: China Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 55: China 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • EUROPE
    • Operational Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 56: Europe Recent Past, Current & Future Analysis for Operational Intelligence by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 57: Europe Historic Review for Operational Intelligence by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 58: Europe 16-Year Perspective for Operational Intelligence by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2014, 2024 & 2030
    • TABLE 59: Europe Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 60: Europe Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 61: Europe 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 62: Europe Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 63: Europe Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 64: Europe 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • FRANCE
    • Operational Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 65: France Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 66: France Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 67: France 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 68: France Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 69: France Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 70: France 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • GERMANY
    • Operational Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 71: Germany Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 72: Germany Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 73: Germany 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 74: Germany Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 75: Germany Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 76: Germany 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • ITALY
    • TABLE 77: Italy Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 78: Italy Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 79: Italy 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 80: Italy Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 81: Italy Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 82: Italy 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • UNITED KINGDOM
    • Operational Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 83: UK Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 84: UK Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 85: UK 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 86: UK Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 87: UK Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 88: UK 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • SPAIN
    • TABLE 89: Spain Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 90: Spain Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 91: Spain 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 92: Spain Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 93: Spain Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 94: Spain 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • RUSSIA
    • TABLE 95: Russia Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 96: Russia Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 97: Russia 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 98: Russia Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 99: Russia Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 100: Russia 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • REST OF EUROPE
    • TABLE 101: Rest of Europe Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 102: Rest of Europe Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 103: Rest of Europe 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 104: Rest of Europe Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 105: Rest of Europe Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 106: Rest of Europe 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • ASIA-PACIFIC
    • Operational Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 107: Asia-Pacific Recent Past, Current & Future Analysis for Operational Intelligence by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 108: Asia-Pacific Historic Review for Operational Intelligence by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 109: Asia-Pacific 16-Year Perspective for Operational Intelligence by Geographic Region - Percentage Breakdown of Value Sales for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2014, 2024 & 2030
    • TABLE 110: Asia-Pacific Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 111: Asia-Pacific Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 112: Asia-Pacific 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 113: Asia-Pacific Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 114: Asia-Pacific Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 115: Asia-Pacific 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • AUSTRALIA
    • Operational Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2024 (E)
    • TABLE 116: Australia Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 117: Australia Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 118: Australia 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 119: Australia Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 120: Australia Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 121: Australia 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • INDIA
    • Operational Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2024 (E)
    • TABLE 122: India Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 123: India Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 124: India 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 125: India Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 126: India Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 127: India 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • SOUTH KOREA
    • TABLE 128: South Korea Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 129: South Korea Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 130: South Korea 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 131: South Korea Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 132: South Korea Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 133: South Korea 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • REST OF ASIA-PACIFIC
    • TABLE 134: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 135: Rest of Asia-Pacific Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 136: Rest of Asia-Pacific 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 137: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 138: Rest of Asia-Pacific Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 139: Rest of Asia-Pacific 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • LATIN AMERICA
    • Operational Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2024 (E)
    • TABLE 140: Latin America Recent Past, Current & Future Analysis for Operational Intelligence by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 141: Latin America Historic Review for Operational Intelligence by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 142: Latin America 16-Year Perspective for Operational Intelligence by Geographic Region - Percentage Breakdown of Value Sales for Argentina, Brazil, Mexico and Rest of Latin America Markets for Years 2014, 2024 & 2030
    • TABLE 143: Latin America Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 144: Latin America Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 145: Latin America 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 146: Latin America Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 147: Latin America Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 148: Latin America 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • ARGENTINA
    • TABLE 149: Argentina Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 150: Argentina Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 151: Argentina 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 152: Argentina Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 153: Argentina Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 154: Argentina 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • BRAZIL
    • TABLE 155: Brazil Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 156: Brazil Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 157: Brazil 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 158: Brazil Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 159: Brazil Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 160: Brazil 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • MEXICO
    • TABLE 161: Mexico Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 162: Mexico Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 163: Mexico 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 164: Mexico Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 165: Mexico Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 166: Mexico 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • REST OF LATIN AMERICA
    • TABLE 167: Rest of Latin America Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 168: Rest of Latin America Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 169: Rest of Latin America 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 170: Rest of Latin America Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 171: Rest of Latin America Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 172: Rest of Latin America 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • MIDDLE EAST
    • Operational Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2024 (E)
    • TABLE 173: Middle East Recent Past, Current & Future Analysis for Operational Intelligence by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 174: Middle East Historic Review for Operational Intelligence by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 175: Middle East 16-Year Perspective for Operational Intelligence by Geographic Region - Percentage Breakdown of Value Sales for Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets for Years 2014, 2024 & 2030
    • TABLE 176: Middle East Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 177: Middle East Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 178: Middle East 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 179: Middle East Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 180: Middle East Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 181: Middle East 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • IRAN
    • TABLE 182: Iran Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 183: Iran Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 184: Iran 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 185: Iran Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 186: Iran Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 187: Iran 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • ISRAEL
    • TABLE 188: Israel Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 189: Israel Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 190: Israel 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 191: Israel Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 192: Israel Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 193: Israel 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • SAUDI ARABIA
    • TABLE 194: Saudi Arabia Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 195: Saudi Arabia Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 196: Saudi Arabia 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 197: Saudi Arabia Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 198: Saudi Arabia Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 199: Saudi Arabia 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • UNITED ARAB EMIRATES
    • TABLE 200: UAE Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 201: UAE Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 202: UAE 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 203: UAE Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 204: UAE Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 205: UAE 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • REST OF MIDDLE EAST
    • TABLE 206: Rest of Middle East Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 207: Rest of Middle East Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 208: Rest of Middle East 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 209: Rest of Middle East Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 210: Rest of Middle East Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 211: Rest of Middle East 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030
  • AFRICA
    • Operational Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2024 (E)
    • TABLE 212: Africa Recent Past, Current & Future Analysis for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 213: Africa Historic Review for Operational Intelligence by Deployment - Cloud-based Deployment and On-Premise Deployment Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 214: Africa 16-Year Perspective for Operational Intelligence by Deployment - Percentage Breakdown of Value Sales for Cloud-based Deployment and On-Premise Deployment for the Years 2014, 2024 & 2030
    • TABLE 215: Africa Recent Past, Current & Future Analysis for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 216: Africa Historic Review for Operational Intelligence by End-user - BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 217: Africa 16-Year Perspective for Operational Intelligence by End-user - Percentage Breakdown of Value Sales for BFSI End-User, Manufacturing End-User, Transportation & Logistics End-User, Retail End-User, IT & Telecom End-User, Healthcare End-User and Other End-Users for the Years 2014, 2024 & 2030

IV. COMPETITION

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