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상품코드
1486365

세계의 클라우드 애널리틱스 시장 예측(-2029년) : 오퍼링별, 데이터 유형별, 데이터 처리별, 업계별, 지역별

Cloud Analytics Market by Offering ((Solutions (Advanced Analytics, Cloud Bl Tools), Deployment Mode (Public, Private, Hybrid)), Services), Data Type, Data Processing (Real-Time Analytics, Batch Analytics), Vertical and Region - Global Forecast to 2029

발행일: | 리서치사: MarketsandMarkets | 페이지 정보: 영문 343 Pages | 배송안내 : 즉시배송

    
    
    


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세계의 클라우드 애널리틱스 시장 규모는 2024년에 357억 달러, 2029년에는 1,185억 달러에 달할 것으로 예측되며, 예측 기간 중 CAGR은 27.1%에 달할 것으로 보이고 있습니다.

증강 분석은 클라우드 애널리틱스 분야에 혁명을 초래하며, 업무를 효율화하고 비즈니스 의사결정 과정을 강화하는 데 도움을 줍니다. 이러한 플랫폼은 고급 머신러닝과 AI 알고리즘을 활용하여 데이터 분석 작업을 자동화하고 가치 있는 인사이트을 효율적으로 추출할 수 있도록 지원합니다. 사용자 친화적인 인터페이스와 클라우드 플랫폼과의 원활한 통합을 통해 확장형 분석 솔루션은 모든 규모의 조직에 비용 효율적이고 확장 가능한 옵션을 제공합니다. 예측 모델링을 통해 기업은 시장 동향을 예측하고 정보에 입각한 전략적 의사결정을 능동적으로 내릴 수 있습니다. 기업은 확장된 분석을 통해 데이터베이스의 인사이트을 활용하여 혁신을 주도하고, 각 산업에서 경쟁력을 극대화함으로써 항상 우위를 점할 수 있습니다.

조사 범위
조사 대상년 2019-2029년
기준년 2023년
예측 기간 2024-2029년
검토 단위 달러(10억 달러)
부문 오퍼링별, 데이터 유형별, 데이터 처리별, 업계별, 지역별
대상 지역 북미, 유럽, 아시아태평양, 중동 및 아프리카, 라틴아메리카

클라우드 애널리틱스 솔루션은 기업이 필요에 따라 리소스를 조정할 수 있는 확장성을 통해 시장을 선도할 것입니다. 동시에, 구독 기반 가격 정책은 특히 중소기업의 경우 비용 효율성을 보장합니다. 빠른 도입으로 빠른 투자 회수가 가능합니다. 어디서나 접속할 수 있으며, 팀의 협업을 촉진하고 의사결정을 강화할 수 있습니다. 다른 클라우드 서비스와의 통합을 통해 워크플로우를 효율화하고, 지속적인 업데이트를 통해 최신 분석 툴에 대한 액세스를 보장합니다. 이러한 요인들로 인해 클라우드 애널리틱스 솔루션은 성장과 경쟁 우위를 위해 데이터를 활용하고자 하는 기업에게 전략적 선택이 되고 있습니다.

클라우드 비즈니스 인텔리전스(BI) 툴의 보급으로 클라우드 애널리틱스는 높은 CAGR을 기록하며 빠르게 성장하고 있습니다. 이러한 툴은 확장성, 비용 효율성, 접근성을 제공하여 조직이 대량의 데이터를 원활하게 처리하고 데이터베이스 의사결정을 내릴 수 있도록 지원합니다. 클라우드 BI 툴은 팀 협업을 촉진하고 다른 클라우드 서비스와의 원활한 통합을 통해 분석 워크플로우를 간소화합니다. 또한 머신러닝 및 예측 분석과 같은 고급 분석 기능이 내장되어 있으며, 기업은 데이터에서 더 깊은 인사이트을 얻을 수 있습니다. 이러한 추세는 분석의 판도를 재편하고, 기업이 효율성과 경쟁 우위를 강화하기 위해 클라우드 기반 솔루션으로 전환하고 있습니다.

세계의 클라우드 애널리틱스 시장에 대해 조사했으며, 오퍼링별, 데이터 유형별, 데이터 처리별, 업계별, 지역별 동향 및 시장에 참여하는 기업의 개요 등을 정리하여 전해드립니다.

목차

제1장 서론

제2장 조사 방법

제3장 주요 요약

제4장 중요 인사이트

제5장 시장 개요와 업계 동향

  • 서론
  • 시장 역학
  • 클라우드 애널리틱스 시장의 진화
  • 사례 연구 분석
  • 에코시스템 분석
  • 기술 분석
  • 주요 컨퍼런스와 이벤트
  • 투자와 자금조달 시나리오
  • 규제 상황
  • 공급망 분석
  • 가격 분석
  • 특허 분석
  • Porter's Five Forces 분석
  • 주요 이해관계자와 구입 기준
  • 고객의 비즈니스에 영향을 미치는 동향/혼란
  • 클라우드 애널리틱스 시장의 비즈니스 모델
  • 데이터 소스의 유형

제6장 클라우드 애널리틱스 시장, 오퍼링별

  • 서론
  • 솔루션
  • 서비스

제7장 클라우드 애널리틱스 시장, 데이터 유형별

  • 서론
  • 비구조화
  • 구조화

제8장 클라우드 애널리틱스 시장, 데이터 처리별

  • 서론
  • 실시간 분석
  • 배치 분석

제9장 클라우드 애널리틱스 시장, 업계별

  • 서론
  • BFSI
  • 통신
  • 소매·소비재
  • 헬스케어·생명과학
  • 정부·방위
  • 자동차
  • 교육
  • 제조
  • 운송·물류
  • 기타

제10장 클라우드 애널리틱스 시장, 지역별

  • 서론
  • 북미
  • 유럽
  • 아시아태평양
  • 중동 및 아프리카
  • 라틴아메리카

제11장 경쟁 구도

  • 개요
  • 주요 참여 기업의 전략/비책
  • 매출 분석
  • 시장 점유율 분석
  • 브랜드/제품 비교 분석
  • 기업 평가 매트릭스 : 주요 참여 기업, 2023년
  • 기업 평가 매트릭스 : 스타트업/중소기업, 2023년
  • 경쟁 시나리오와 동향
  • 주요 벤더 기업 평가와 재무 지표

제12장 기업 개요

  • 서론
  • 주요 참여 기업
    • IBM
    • GOOGLE
    • MICROSOFT
    • AWS
    • SAP
    • SAS INSTITUTE
    • ORACLE
    • TERADATA
    • NETAPP
    • QLIK
    • SISENSE
    • SALESFORCE
    • ATOS
    • ALTAIR
    • MICROSTRATEGY
    • TIBCO SOFTWARE
    • HEXAWARE TECHNOLOGY
    • ZOHO
    • RACKSPACE TECHNOLOGY
    • SPLUNK
  • 기타 기업
    • CLOUDERA
    • DOMO
    • HEWLETT PACKARD ENTERPRISE
    • INCORTA
    • TELLIUS
    • RAPYDER
    • HITACHI VANTARA
    • BOARD INTERNATIONAL
    • RIDGE
    • JASPERSOFT
    • YELLOWFIN
    • DENODO
    • GOODDATA
    • THOUGHTSPOT
    • INFOGAIN

제13장 인접 시장과 관련 시장

제14장 부록

KSA 24.06.05

The global cloud analytics market is valued at USD 35.7 billion in 2024 and is estimated to reach USD 118.5 billion in 2029, registering a CAGR of 27.1% during the forecast period. Augmented analytics revolutionizes the cloud analytics sector, streamlining operations and enhancing business decision-making processes. These platforms automate data analysis tasks by leveraging advanced machine learning and AI algorithms, enabling efficient extraction of valuable insights. With user-friendly interfaces and seamless integration with cloud platforms, augmented analytics solutions offer cost-effective and scalable options for organizations of all sizes. Predictive modeling enables businesses to anticipate market trends and make informed strategic decisions proactively. Embracing augmented analytics enables companies to stay ahead by leveraging data-driven insights to drive innovation and maximize competitiveness in their respective industries.

Scope of the Report
Years Considered for the Study2019-2029
Base Year2023
Forecast Period2024-2029
Units ConsideredUSD (Billion)
SegmentsOffering, Data Type, Data Processing, Vertical, and Region
Regions coveredNorth America, Europe, Asia Pacific, Middle East & Africa, and Latin America

"By offering, the Solutions segment is projected to hold the largest market size during the forecast period."

Cloud analytics solutions are set to lead the market due to their scalability, which enables businesses to adjust resources as needed. At the same time, their subscription-based pricing ensures cost-effectiveness, particularly for smaller enterprises. Swift deployment allows for rapid implementation, yielding quicker returns on investment. Accessibility from anywhere encourages team collaboration, enhancing decision-making. Integration with other cloud services streamlines workflows and ongoing updates ensure access to cutting-edge analytics tools. These factors position cloud analytics solutions as a strategic choice for businesses harnessing data for growth and competitive advantage.

"By type, Cloud BI tools are registered to grow at the highest CAGR during the forecast period."

The widespread adoption of cloud Business Intelligence (BI) tools is catalyzing the rapid growth of cloud analytics, boasting a high CAGR. These tools offer scalability, cost efficiency, and accessibility, empowering organizations to handle large data volumes seamlessly and make data-driven decisions. Cloud BI tools facilitate team collaboration and integrate smoothly with other cloud services, streamlining the analytics workflow. Moreover, they incorporate advanced analytics capabilities like machine learning and predictive analytics, enabling businesses to derive deeper insights from their data. This trend reshapes the analytics landscape, driving businesses towards cloud-based solutions for enhanced efficiency and competitiveness.

"Asia Pacific is projected to witness the highest CAGR during the forecast period."

The Asia-Pacific (APAC) region is witnessing a significant surge in the adoption of cloud analytics driven by factors such as rapid economic growth, digital transformation initiatives, technological advancements, diverse industry landscapes, and government support. This trend is fueled by the region's need for scalable and cost-effective analytics solutions to manage costs, drive innovation, and enhance operational efficiency. With improved internet infrastructure and government initiatives promoting cloud technologies, businesses across various sectors in APAC are leveraging cloud analytics to gain strategic insights, optimize operations, and stay competitive in the global market, positioning cloud analytics as a key driver of business growth and innovation in the region.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the cloud analytics market.

  • By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%
  • By Designation: C-Level Executives: 35%, Directors: 25%, and Others: 40%
  • By Region: North America - 30%, Europe - 30%, Asia Pacific - 25%, Middle East & Africa - 10%, and Latin America - 5%

Major vendors offering cloud analytics solution and services across the globe are IBM (US), SAS Institute (US), Oracle (US), Google (US), Microsoft (US), Teradata (US), Salesforce (US), AWS (US), NetApp (US), Qilk (US), Sisense (US), SAP (Germany), Atos (France), Altair (US), Microstrategy (US), Tibco Software (US), Hexaware Technologies (India), Zoho (India), Rackspace Technology (US), Splunk (US), Cloudera (US), Domo (US), Hewlett Packard Enterprise (US), Incorta (US), Tellius (US), Rapyder (US), Hitachi Vantara (US), Board International (Switzerland), Ridge (Israel), Jaspersoft (US), Yellowfin (Australia), Deonodo(US), GoodData (US), Thoughtspot (US), and Infogain (US).

Research Coverage

The market study covers cloud analytics across segments. It aims to estimate the market size and the growth potential across different segments, such as offering, data type, data processing, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market for cloud analytics and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

  • Analysis of key drivers (Exponential rise of unstructured data, Rise in digitalization trend), restraints (Discrepancy among data sources impedes the advancement of cloud analytics, Data Security and Privacy Concerns), opportunities (Empowering cloud analytics through SDN-enabled network integration, Growing integration of advanced analytical functionalities), and challenges (Rise in need for training and upskilling to address knowledge gap, Issues related to complexity and diversity of data collected)
  • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new solutions & service launches in the cloud analytics market.
  • Market Development: Comprehensive information about lucrative markets - the report analyses the cloud analytics market across varied regions.
  • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in cloud analytics market strategies; the report also helps stakeholders understand the pulse of the cloud analytics market and provides them with information on key market drivers, restraints, challenges, and opportunities.
  • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players such as IBM (US), Oracle (US), Microsoft (US), Google (US), and AWS (US) among others, in the cloud analytics market.

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
    • 1.2.1 INCLUSIONS & EXCLUSIONS
  • 1.3 STUDY SCOPE
    • 1.3.1 MARKET SEGMENTATION
    • 1.3.2 REGIONS COVERED
    • 1.3.3 YEARS CONSIDERED
  • 1.4 CURRENCY CONSIDERED
    • TABLE 1 USD EXCHANGE RATE, 2020-2023
  • 1.5 STAKEHOLDERS
  • 1.6 SUMMARY OF CHANGES
    • 1.6.1 IMPACT OF RECESSION

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • FIGURE 1 CLOUD ANALYTICS MARKET: RESEARCH DESIGN
    • 2.1.1 SECONDARY DATA
    • 2.1.2 PRIMARY DATA
    • TABLE 2 PRIMARY INTERVIEWS
      • 2.1.2.1 Breakup of primary profiles
      • 2.1.2.2 Key insights from industry experts
  • 2.2 DATA TRIANGULATION
    • FIGURE 2 CLOUD ANALYTICS MARKET: DATA TRIANGULATION
  • 2.3 MARKET SIZE ESTIMATION
    • FIGURE 3 CLOUD ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
    • 2.3.1 TOP-DOWN APPROACH
    • 2.3.2 BOTTOM-UP APPROACH
    • FIGURE 4 APPROACH 1 (SUPPLY SIDE): REVENUE FROM VENDORS OF SOLUTIONS/SERVICES IN CLOUD ANALYTICS MARKET
    • FIGURE 5 APPROACH 2 (BOTTOM-UP, SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF CLOUD ANALYTICS
    • FIGURE 6 APPROACH 3 (BOTTOM-UP, SUPPLY SIDE): MARKET ESTIMATION FOR ALL SOLUTIONS/SERVICES AND CORRESPONDING SOURCES
    • FIGURE 7 APPROACH 4 (BOTTOM-UP, DEMAND SIDE): SHARE OF CLOUD ANALYTICS MARKET THROUGH OVERALL SPENDING
  • 2.4 MARKET FORECAST
    • TABLE 3 FACTOR ANALYSIS
  • 2.5 RESEARCH ASSUMPTIONS
  • 2.6 LIMITATIONS AND RISK ASSESSMENT
  • 2.7 IMPACT OF RECESSION ON GLOBAL CLOUD ANALYTICS MARKET

3 EXECUTIVE SUMMARY

    • TABLE 4 GLOBAL CLOUD ANALYTICS MARKET AND GROWTH RATE, 2019-2023 (USD MILLION, Y-O-Y)
    • TABLE 5 GLOBAL CLOUD ANALYTICS MARKET AND GROWTH RATE, 2024-2029 (USD MILLION, Y-O-Y)
    • FIGURE 8 SOLUTIONS SEGMENT TO ACCOUNT FOR LARGER MARKET IN 2024
    • FIGURE 9 ADVANCED ANALYTICS SEGMENT TO ACCOUNT FOR LARGEST MARKET IN 2024
    • FIGURE 10 EMBEDDED SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2024
    • FIGURE 11 CONSULTING SERVICES SEGMENT TO ACCOUNT FOR LARGEST MARKET IN 2024
    • FIGURE 12 PUBLIC CLOUD SEGMENT TO HOLD LARGEST MARKET SHARE IN 2024
    • FIGURE 13 UNSTRUCTURED DATA SEGMENT TO ACCOUNT FOR LARGER MARKET IN 2024
    • FIGURE 14 REAL-TIME ANALYTICS SEGMENT TO ACCOUNT FOR LARGER MARKET IN 2024
    • FIGURE 15 RETAIL & CONSUMER GOODS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • FIGURE 16 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2024

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES FOR KEY PLAYERS IN CLOUD ANALYTICS MARKET
    • FIGURE 17 GROWING ADOPTION OF ADVANCED TECHNOLOGIES TO MAXIMIZE POTENTIAL OF CLOUD ANALYTICS TO PROPEL MARKET
  • 4.2 OVERVIEW OF RECESSION IN GLOBAL CLOUD ANALYTICS MARKET
    • FIGURE 18 CLOUD ANALYTICS MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2024
  • 4.3 CLOUD ANALYTICS MARKET: TOP THREE SOLUTION TYPES
    • FIGURE 19 ADVANCED ANALYTICS SEGMENT TO ACCOUNT FOR LARGEST MARKET IN 2024
  • 4.4 CLOUD ANALYTICS MARKET, BY DATA TYPE AND DATA PROCESSING
    • FIGURE 20 UNSTRUCTURED DATA AND REAL-TIME ANALYTICS SEGMENTS TO ACCOUNT FOR SIGNIFICANT MARKET SHARES IN 2024
  • 4.5 CLOUD ANALYTICS MARKET, BY REGION
    • FIGURE 21 NORTH AMERICA TO DOMINATE CLOUD ANALYTICS MARKET IN 2024

5 MARKET OVERVIEW AND INDUSTRY TRENDS

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • FIGURE 22 CLOUD ANALYTICS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
    • 5.2.1 DRIVERS
      • 5.2.1.1 Exponential increase in unstructured data
      • 5.2.1.2 Rise in digitalization trend
    • 5.2.2 RESTRAINTS
      • 5.2.2.1 Discrepancy among data sources
      • 5.2.2.2 Data security and privacy concerns
    • 5.2.3 OPPORTUNITIES
      • 5.2.3.1 Focus on SDN-enabled network integration
      • 5.2.3.2 Growing integration of advanced analytical functionalities
    • 5.2.4 CHALLENGES
      • 5.2.4.1 Need for training and upskilling to address knowledge gap
      • 5.2.4.2 Issues related to complexity and diversity of data collected
  • 5.3 EVOLUTION OF CLOUD ANALYTICS MARKET
    • FIGURE 23 EVOLUTION OF CLOUD ANALYTICS MARKET
  • 5.4 CASE STUDY ANALYSIS
    • 5.4.1 MARRIOTT ENHANCED INTERNET SECURITY IN COLLABORATION WITH CISCO
    • 5.4.2 INDIAN PHARMACEUTICAL FIRM MAXIMIZED PHARMA ANALYTICS EFFICIENCY USING AWS DATA LAKES
    • 5.4.3 CLOUDERA AND AWS PROPELLED IFORTE'S DATA TRANSFORMATION AND OPERATIONAL EFFICIENCY
    • 5.4.4 ATOS AND AWS EMPOWERED SIEMENS' SAP MIGRATION TO CLOUD
    • 5.4.5 PRG STREAMLINED DATA WITH HYBRID APPROACH ON CLOUD
  • 5.5 ECOSYSTEM ANALYSIS
    • FIGURE 24 KEY PLAYERS IN CLOUD ANALYTICS MARKET ECOSYSTEM
    • TABLE 6 CLOUD ANALYTICS MARKET: ECOSYSTEM
    • 5.5.1 SOLUTION PROVIDERS
    • 5.5.2 SERVICE PROVIDERS
    • 5.5.3 END USERS
    • 5.5.4 REGULATORY BODIES
  • 5.6 TECHNOLOGY ANALYSIS
    • 5.6.1 KEY TECHNOLOGIES
      • 5.6.1.1 AI
      • 5.6.1.2 Cloud computing
      • 5.6.1.3 Big data analytics
    • 5.6.2 COMPLEMENTARY TECHNOLOGIES
      • 5.6.2.1 AR/VR
      • 5.6.2.2 5G
    • 5.6.3 ADJACENT TECHNOLOGIES
      • 5.6.3.1 Edge computing
      • 5.6.3.2 Cybersecurity
      • 5.6.3.3 IoT
  • 5.7 KEY CONFERENCES AND EVENTS
    • TABLE 7 CLOUD ANALYTICS MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2024-2025
  • 5.8 INVESTMENT AND FUNDING SCENARIO
    • FIGURE 25 CLOUD ANALYTICS MARKET: INVESTMENT LANDSCAPE, 2019-2023 (USD MILLION)
  • 5.9 REGULATORY LANDSCAPE
    • 5.9.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • 5.9.1.1 North America
        • 5.9.1.1.1 US
        • 5.9.1.1.2 Canada
      • 5.9.1.2 Europe
      • 5.9.1.3 Asia Pacific
        • 5.9.1.3.1 China
        • 5.9.1.3.2 India
        • 5.9.1.3.3 Japan
      • 5.9.1.4 Middle East & Africa
        • 5.9.1.4.1 UAE
        • 5.9.1.4.2 KSA
        • 5.9.1.4.3 South Africa
      • 5.9.1.5 Latin America
        • 5.9.1.5.1 Brazil
        • 5.9.1.5.2 Mexico
  • 5.10 SUPPLY CHAIN ANALYSIS
    • FIGURE 26 CLOUD ANALYTICS MARKET: SUPPLY CHAIN ANALYSIS
  • 5.11 PRICING ANALYSIS
    • 5.11.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY TYPE
    • FIGURE 27 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY TYPE
    • TABLE 13 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY TYPE
    • 5.11.2 INDICATIVE PRICING ANALYSIS OF CLOUD ANALYTICS, BY OFFERING
    • TABLE 14 INDICATIVE PRICING LEVELS OF CLOUD ANALYTICS, BY OFFERING
  • 5.12 PATENT ANALYSIS
    • 5.12.1 METHODOLOGY
    • 5.12.2 PATENTS FILED, BY DOCUMENT TYPE
    • TABLE 15 PATENTS FILED, 2014-2024
    • 5.12.3 INNOVATION AND PATENT APPLICATIONS
    • FIGURE 28 NUMBER OF PATENTS GRANTED, 2014-2024
      • 5.12.3.1 Top ten applicants in cloud analytics market
    • FIGURE 29 TOP TEN APPLICANTS IN CLOUD ANALYTICS MARKET, 2014-2024
    • FIGURE 30 REGIONAL ANALYSIS OF PATENTS GRANTED FOR CLOUD ANALYTICS MARKET, 2014-2024
    • TABLE 16 TOP 20 PATENT OWNERS IN CLOUD ANALYTICS MARKET, 2014-2024
    • TABLE 17 LIST OF PATENTS GRANTED IN CLOUD ANALYTICS MARKET, 2023-2024
  • 5.13 PORTER'S FIVE FORCES ANALYSIS
    • FIGURE 31 CLOUD ANALYTICS MARKET: PORTER'S FIVE FORCES ANALYSIS
    • TABLE 18 PORTER'S FIVE FORCES' IMPACT ON CLOUD ANALYTICS MARKET
    • 5.13.1 THREAT OF NEW ENTRANTS
    • 5.13.2 THREAT OF SUBSTITUTES
    • 5.13.3 BARGAINING POWER OF SUPPLIERS
    • 5.13.4 BARGAINING POWER OF BUYERS
    • 5.13.5 INTENSITY OF COMPETITIVE RIVALRY
  • 5.14 KEY STAKEHOLDERS AND BUYING CRITERIA
    • 5.14.1 KEY STAKEHOLDERS IN BUYING PROCESS
    • FIGURE 32 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR KEY VERTICALS
    • TABLE 19 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
    • 5.14.2 BUYING CRITERIA
    • FIGURE 33 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
    • TABLE 20 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
  • 5.15 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
    • FIGURE 34 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
  • 5.16 BUSINESS MODELS OF CLOUD ANALYTICS MARKET
    • FIGURE 35 BUSINESS MODELS OF CLOUD ANALYTICS MARKET
    • 5.16.1 PLATFORM-AS-A-SERVICE MODEL
    • 5.16.2 SOFTWARE-AS-A-SERVICE MODEL
  • 5.17 TYPES OF DATA SOURCES
    • FIGURE 36 TYPES OF DATA SOURCES IN CLOUD ANALYTICS MARKET

6 CLOUD ANALYTICS MARKET, BY OFFERING

  • 6.1 INTRODUCTION
    • 6.1.1 OFFERINGS: CLOUD ANALYTICS MARKET DRIVERS
    • FIGURE 37 SOLUTIONS SEGMENT TO HOLD LARGER MARKET DURING FORECAST PERIOD
    • TABLE 21 CLOUD ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 22 CLOUD ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
  • 6.2 SOLUTIONS
    • 6.2.1 CLOUD ANALYTICS SOLUTIONS TO PROVIDE INTEROPERABILITY, DATA CONSISTENCY, AND FLEXIBLE PLATFORMS TO DELIVER REAL-TIME INSIGHTS
    • TABLE 23 SOLUTIONS: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 24 SOLUTIONS: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 6.2.2 BY TYPE
    • FIGURE 38 ADVANCED ANALYTICS SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD
    • TABLE 25 SOLUTIONS: CLOUD ANALYTICS MARKET, BY TYPE, 2019-2023 (USD MILLION)
    • TABLE 26 SOLUTIONS: CLOUD ANALYTICS MARKET, BY TYPE, 2024-2029 (USD MILLION)
      • 6.2.2.1 Cloud BI tools
    • TABLE 27 CLOUD BI TOOLS: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 28 CLOUD BI TOOLS: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
        • 6.2.2.1.1 Data warehouses
        • 6.2.2.1.2 Data discovery & exploration
        • 6.2.2.1.3 Data visualization
        • 6.2.2.1.4 Complex event processing
        • 6.2.2.1.5 Data integration tools
        • 6.2.2.1.6 Reporting and OLAP tools
      • 6.2.2.2 Enterprise information management
    • TABLE 29 ENTERPRISE INFORMATION MANAGEMENT: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 30 ENTERPRISE INFORMATION MANAGEMENT: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.2.2.3 Enterprise performance management
    • TABLE 31 ENTERPRISE PERFORMANCE MANAGEMENT: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 32 ENTERPRISE PERFORMANCE MANAGEMENT: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.2.2.4 Governance, risk, and compliance
    • TABLE 33 GOVERNANCE, RISK, AND COMPLIANCE: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 34 GOVERNANCE, RISK, AND COMPLIANCE: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.2.2.5 Advanced analytics
    • TABLE 35 ADVANCED ANALYTICS: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 36 ADVANCED ANALYTICS: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
        • 6.2.2.5.1 Descriptive analytics
        • 6.2.2.5.2 Diagnostic analytics
        • 6.2.2.5.3 Predictive analytics
        • 6.2.2.5.4 Prescriptive analytics
    • 6.2.3 BY INTEGRATION LEVEL
    • FIGURE 39 EMBEDDED SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 37 CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
    • TABLE 38 CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024-2029 (USD MILLION)
      • 6.2.3.1 Embedded
    • TABLE 39 EMBEDDED: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 40 EMBEDDED: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.2.3.2 Standalone
    • TABLE 41 STANDALONE: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 42 STANDALONE: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 6.2.4 BY DEPLOYMENT MODE
    • FIGURE 40 PUBLIC CLOUD SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD
    • TABLE 43 CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
    • TABLE 44 CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
      • 6.2.4.1 Public
    • TABLE 45 PUBLIC: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 46 PUBLIC: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.2.4.2 Private
    • TABLE 47 PRIVATE: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 48 PRIVATE: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.2.4.3 Hybrid
    • TABLE 49 HYBRID: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 50 HYBRID: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 6.3 SERVICES
    • 6.3.1 NEED FOR ELEVATING DATA INSIGHTS WITH CLOUD ANALYTICAL SERVICES TO DRIVE MARKET
    • FIGURE 41 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGER MARKET DURING FORECAST PERIOD
    • TABLE 51 CLOUD ANALYTICS MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 52 CLOUD ANALYTICS MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 53 SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 54 SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 6.3.2 PROFESSIONAL SERVICES
    • FIGURE 42 CONSULTING SERVICES SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD
    • TABLE 55 CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
    • TABLE 56 CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024-2029 (USD MILLION)
    • TABLE 57 PROFESSIONAL SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 58 PROFESSIONAL SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.3.2.1 Consulting services
    • TABLE 59 CONSULTING SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 60 CONSULTING SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.3.2.2 Deployment & integration
    • TABLE 61 DEPLOYMENT & INTEGRATION: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 62 DEPLOYMENT & INTEGRATION: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
      • 6.3.2.3 Support & maintenance
    • TABLE 63 SUPPORT & MAINTENANCE: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 64 SUPPORT & MAINTENANCE: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
    • 6.3.3 MANAGED SERVICES
    • TABLE 65 MANAGED SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 66 MANAGED SERVICES: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)

7 CLOUD ANALYTICS MARKET, BY DATA TYPE

  • 7.1 INTRODUCTION
    • 7.1.1 DATA TYPE: CLOUD ANALYTICS MARKET DRIVERS
    • FIGURE 43 UNSTRUCTURED DATA SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 67 CLOUD ANALYTICS MARKET, BY DATA TYPE, 2019-2023 (USD MILLION)
    • TABLE 68 CLOUD ANALYTICS MARKET, BY DATA TYPE, 2024-2029 (USD MILLION)
  • 7.2 UNSTRUCTURED
    • 7.2.1 UNSTRUCTURED DATA TO HELP ORGANIZATIONS BETTER UNDERSTAND CUSTOMERS, IDENTIFY EMERGING TRENDS, AND MAKE DATA-DRIVEN DECISIONS
    • TABLE 69 UNSTRUCTURED DATA: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 70 UNSTRUCTURED DATA: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 7.3 STRUCTURED
    • 7.3.1 STRUCTURED DATA TO FACILITATE FASTER INSIGHTS, DECISION-MAKING, AND SEAMLESS INTEGRATION WITH OTHER DATA SOURCES
    • TABLE 71 STRUCTURED DATA: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 72 STRUCTURED DATA: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)

8 CLOUD ANALYTICS MARKET, BY DATA PROCESSING

  • 8.1 INTRODUCTION
    • 8.1.1 DATA PROCESSING: CLOUD ANALYTICS MARKET DRIVERS
    • FIGURE 44 BATCH ANALYTICS SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 73 CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2019-2023 (USD MILLION)
    • TABLE 74 CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2024-2029 (USD MILLION)
  • 8.2 REAL-TIME ANALYTICS
    • 8.2.1 REAL-TIME ANALYTICS TO OPTIMIZE PROCESSES, IMPROVE CUSTOMER EXPERIENCES, AND OFFER SCALABILITY AND COST-EFFECTIVENESS
    • TABLE 75 REAL-TIME ANALYTICS: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 76 REAL-TIME ANALYTICS: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 8.3 BATCH ANALYTICS
    • 8.3.1 BATCH ANALYTICS TO HELP GAIN VALUABLE INSIGHTS, IMPROVE DECISION-MAKING, AND DERIVE ACTIONABLE INTELLIGENCE
    • TABLE 77 BATCH ANALYTICS: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 78 BATCH ANALYTICS: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)

9 CLOUD ANALYTICS MARKET, BY VERTICAL

  • 9.1 INTRODUCTION
    • 9.1.1 VERTICALS: CLOUD ANALYTICS MARKET DRIVERS
    • FIGURE 45 HEALTHCARE & LIFE SCIENCES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 79 CLOUD ANALYTICS MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
    • TABLE 80 CLOUD ANALYTICS MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
  • 9.2 BFSI
    • 9.2.1 REAL-TIME ANALYTICS TO ENHANCE CUSTOMER EXPERIENCE, IMPROVE OPERATIONAL EFFICIENCY, AND ENABLE BANKS TO STAY COMPETITIVE
    • TABLE 81 BFSI: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 82 BFSI: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
    • TABLE 83 BFSI: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 84 BFSI: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • 9.2.2 ALGORITHMIC TRADING
    • 9.2.3 CUSTOMER CHURN PREDICTION
    • 9.2.4 CREDIT SCORING & UNDERWRITING
    • 9.2.5 FRAUD DETECTION & PREVENTION
    • 9.2.6 OTHER BFSI APPLICATIONS
  • 9.3 TELECOMMUNICATIONS
    • 9.3.1 CLOUD ANALYTICS TO ENHANCE DATA ASSET VALUE, AUTOMATE KEY PROCESSES, AND DELIVER SECURE AND RELIABLE NETWORK
    • TABLE 85 TELECOMMUNICATIONS: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 86 TELECOMMUNICATIONS: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
    • TABLE 87 TELECOMMUNICATIONS: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 88 TELECOMMUNICATIONS: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • 9.3.2 NETWORK PERFORMANCE MONITORING & OPTIMIZATION
    • 9.3.3 QUALITY OF SERVICE (QOS) MONITORING
    • 9.3.4 INFRASTRUCTURE PLANNING & OPTIMIZATION
    • 9.3.5 TELECOM REVENUE ASSURANCE
    • 9.3.6 OTHER TELECOMMUNICATION APPLICATIONS
  • 9.4 RETAIL & CONSUMER GOODS
    • 9.4.1 CLOUD ANALYTICS TO FORECAST CONSUMER BEHAVIOR, OPTIMIZE INVENTORY MANAGEMENT, AND PROCESS REAL-TIME DATA
    • TABLE 89 RETAIL & CONSUMER GOODS: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 90 RETAIL & CONSUMER GOODS: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
    • TABLE 91 RETAIL & CONSUMER GOODS: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 92 RETAIL & CONSUMER GOODS: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • 9.4.2 CUSTOMER SEGMENTATION & PERSONALIZATION
    • 9.4.3 INVENTORY MANAGEMENT
    • 9.4.4 CUSTOMER FEEDBACK ANALYTICS
    • 9.4.5 PRICE OPTIMIZATION
    • 9.4.6 OTHER RETAIL & CONSUMER GOODS APPLICATIONS
  • 9.5 HEALTHCARE & LIFE SCIENCES
    • 9.5.1 CLOUD ANALYTICS TO STREAMLINE OPERATIONS, ENHANCE PATIENT CARE QUALITY, AND DRIVE SUSTAINABLE GROWTH IN HEALTHCARE SECTOR
    • TABLE 93 HEALTHCARE & LIFE SCIENCES: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 94 HEALTHCARE & LIFE SCIENCES: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
    • TABLE 95 HEALTHCARE & LIFE SCIENCES: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 96 HEALTHCARE & LIFE SCIENCES: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • 9.5.2 CLINICAL DATA MANAGEMENT
    • 9.5.3 PERSONALIZED TREATMENT
    • 9.5.4 POPULATION HEALTH MANAGEMENT
    • 9.5.5 DRUG DISCOVERY & DEVELOPMENT
    • 9.5.6 CLINICAL RESEARCH & TRIALS OPTIMIZATION
    • 9.5.7 OTHER HEALTHCARE & LIFE SCIENCE APPLICATIONS
  • 9.6 GOVERNMENT & DEFENSE
    • 9.6.1 GOVERNMENTS TO USE CLOUD ANALYTICS TO GET REAL-TIME INSIGHTS IN MISSION-CRITICAL SCENARIOS
    • TABLE 97 GOVERNMENT & DEFENSE: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 98 GOVERNMENT & DEFENSE: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
    • TABLE 99 GOVERNMENT & DEFENSE: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 100 GOVERNMENT & DEFENSE: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • 9.6.2 CYBERSECURITY & THREAT INTELLIGENCE
    • 9.6.3 TAX & WELFARE MANAGEMENT
    • 9.6.4 EMERGENCY RESPONSE OPTIMIZATION
    • 9.6.5 DISASTER RESPONSE & EMERGENCY MANAGEMENT
    • 9.6.6 OTHER GOVERNMENT & DEFENSE APPLICATIONS
  • 9.7 AUTOMOTIVE
    • 9.7.1 CLOUD ANALYTICS TO OFFER REAL-TIME DATA INSIGHTS, PREDICTIVE MAINTENANCE, AND SUPPLY CHAIN OPTIMIZATION
    • TABLE 101 AUTOMOTIVE: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 102 AUTOMOTIVE: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
    • TABLE 103 AUTOMOTIVE: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 104 AUTOMOTIVE: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • 9.7.2 FUEL EFFICIENCY OPTIMIZATION
    • 9.7.3 CONNECTED CAR ANALYTICS
    • 9.7.4 TELEMATICS & USAGE-BASED INSURANCE
    • 9.7.5 VEHICLE PRODUCTION OPTIMIZATION
    • 9.7.6 OTHER AUTOMOTIVE APPLICATIONS
  • 9.8 EDUCATION
    • 9.8.1 CLOUD-BASED ANALYTICS TO HELP EDUCATIONAL INSTITUTIONS MANAGE VAST AMOUNTS OF DATA AND ENHANCE STUDENTS' LEARNING EXPERIENCES
    • TABLE 105 EDUCATION: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 106 EDUCATION: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
    • TABLE 107 EDUCATION: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 108 EDUCATION: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • 9.8.2 STUDENT PERFORMANCE MANAGEMENT
    • 9.8.3 CUSTOMIZED COURSES & PERSONALIZED LEARNING
    • 9.8.4 LEARNING MANAGEMENT SYSTEM (LMS) ANALYTICS
    • 9.8.5 ADAPTIVE TESTING & GRADING
    • 9.8.6 OTHER EDUCATIONAL APPLICATIONS
  • 9.9 MANUFACTURING
    • 9.9.1 CLOUD ANALYTICS TO OPTIMIZE OPERATIONS, FORECAST DEMANDS, AND ENHANCE PRODUCT QUALITY WHILE MINIMIZING DOWNTIME
    • TABLE 109 MANUFACTURING: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 110 MANUFACTURING: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
    • TABLE 111 MANUFACTURING: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 112 MANUFACTURING: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • 9.9.2 EQUIPMENT & MACHINERY PREDICTIVE MAINTENANCE
    • 9.9.3 QUALITY CONTROL & DEFECT ANALYSIS
    • 9.9.4 SMART MANUFACTURING
    • 9.9.5 ASSET TRACKING & MANAGEMENT
    • 9.9.6 PRODUCTION PROCESS OPTIMIZATION
    • 9.9.7 OTHER MANUFACTURING APPLICATIONS
  • 9.10 TRANSPORTATION & LOGISTICS
    • 9.10.1 CLOUD ANALYTICS PLATFORMS TO OFFER REAL-TIME INSIGHTS INTO ROUTE OPTIMIZATION, DEMAND FORECASTING, AND INVENTORY MANAGEMENT
    • TABLE 113 TRANSPORTATION & LOGISTICS: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 114 TRANSPORTATION & LOGISTICS: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
    • TABLE 115 TRANSPORTATION & LOGISTICS: CLOUD ANALYTICS MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
    • TABLE 116 TRANSPORTATION & LOGISTICS: CLOUD ANALYTICS MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
    • 9.10.2 ROUTE OPTIMIZATION & TRAFFIC MANAGEMENT
    • 9.10.3 FLEET MANAGEMENT
    • 9.10.4 VEHICLES & EQUIPMENT MAINTENANCE
    • 9.10.5 LOAD BALANCING & CAPACITY PLANNING
    • 9.10.6 OTHER TRANSPORTATION & LOGISTICS APPLICATIONS
  • 9.11 OTHER VERTICALS
    • TABLE 117 OTHER VERTICALS: CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 118 OTHER VERTICALS: CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)

10 CLOUD ANALYTICS MARKET, BY REGION

  • 10.1 INTRODUCTION
    • FIGURE 46 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD
    • FIGURE 47 INDIA TO WITNESS HIGHEST GROWTH RATE DURING FORECAST PERIOD
    • TABLE 119 CLOUD ANALYTICS MARKET, BY REGION, 2019-2023 (USD MILLION)
    • TABLE 120 CLOUD ANALYTICS MARKET, BY REGION, 2024-2029 (USD MILLION)
  • 10.2 NORTH AMERICA
    • 10.2.1 NORTH AMERICA: CLOUD ANALYTICS MARKET DRIVERS
    • 10.2.2 NORTH AMERICA: RECESSION IMPACT
    • FIGURE 48 NORTH AMERICA: MARKET SNAPSHOT
    • TABLE 121 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 122 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 123 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY TYPE, 2019-2023 (USD MILLION)
    • TABLE 124 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY TYPE, 2024-2029 (USD MILLION)
    • TABLE 125 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
    • TABLE 126 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024-2029 (USD MILLION)
    • TABLE 127 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 128 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 129 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
    • TABLE 130 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024-2029 (USD MILLION)
    • TABLE 131 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
    • TABLE 132 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
    • TABLE 133 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2019-2023 (USD MILLION)
    • TABLE 134 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2024-2029 (USD MILLION)
    • TABLE 135 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2019-2023 (USD MILLION)
    • TABLE 136 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2024-2029 (USD MILLION)
    • TABLE 137 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
    • TABLE 138 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
    • TABLE 139 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
    • TABLE 140 NORTH AMERICA: CLOUD ANALYTICS MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
    • 10.2.3 US
      • 10.2.3.1 Growing reliance on data-driven decision-making and need for scalability, flexibility, and cost-effectiveness to drive market
    • TABLE 141 US: CLOUD ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 142 US: CLOUD ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 143 US: CLOUD ANALYTICS MARKET, BY TYPE, 2019-2023 (USD MILLION)
    • TABLE 144 US: CLOUD ANALYTICS MARKET, BY TYPE, 2024-2029 (USD MILLION)
    • TABLE 145 US: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
    • TABLE 146 US: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024-2029 (USD MILLION)
    • TABLE 147 US: CLOUD ANALYTICS MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 148 US: CLOUD ANALYTICS MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 149 US: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
    • TABLE 150 US: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024-2029 (USD MILLION)
    • TABLE 151 US: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
    • TABLE 152 US: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
    • 10.2.4 CANADA
      • 10.2.4.1 Burgeoning tech sector and increasing adoption of cloud technologies to propel market
  • 10.3 EUROPE
    • 10.3.1 EUROPE: CLOUD ANALYTICS MARKET DRIVERS
    • 10.3.2 EUROPE: RECESSION IMPACT
    • TABLE 153 EUROPE: CLOUD ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 154 EUROPE: CLOUD ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 155 EUROPE: CLOUD ANALYTICS MARKET, BY TYPE, 2019-2023 (USD MILLION)
    • TABLE 156 EUROPE: CLOUD ANALYTICS MARKET, BY TYPE, 2024-2029 (USD MILLION)
    • TABLE 157 EUROPE: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
    • TABLE 158 EUROPE: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024-2029 (USD MILLION)
    • TABLE 159 EUROPE: CLOUD ANALYTICS MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 160 EUROPE: CLOUD ANALYTICS MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 161 EUROPE: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
    • TABLE 162 EUROPE: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024-2029 (USD MILLION)
    • TABLE 163 EUROPE: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
    • TABLE 164 EUROPE: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
    • TABLE 165 EUROPE: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2019-2023 (USD MILLION)
    • TABLE 166 EUROPE: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2024-2029 (USD MILLION)
    • TABLE 167 EUROPE: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2019-2023 (USD MILLION)
    • TABLE 168 EUROPE: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2024-2029 (USD MILLION)
    • TABLE 169 EUROPE: CLOUD ANALYTICS MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
    • TABLE 170 EUROPE: CLOUD ANALYTICS MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
    • TABLE 171 EUROPE: CLOUD ANALYTICS MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
    • TABLE 172 EUROPE: CLOUD ANALYTICS MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
    • 10.3.3 UK
      • 10.3.3.1 Rising demand for cloud computing and real-time data insights to fuel demand for cloud analytics solutions
    • TABLE 173 UK: CLOUD ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 174 UK: CLOUD ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 175 UK: CLOUD ANALYTICS MARKET, BY TYPE, 2019-2023 (USD MILLION)
    • TABLE 176 UK: CLOUD ANALYTICS MARKET, BY TYPE, 2024-2029 (USD MILLION)
    • TABLE 177 UK: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
    • TABLE 178 UK: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024-2029 (USD MILLION)
    • TABLE 179 UK: CLOUD ANALYTICS MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 180 UK: CLOUD ANALYTICS MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 181 UK: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
    • TABLE 182 UK: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024-2029 (USD MILLION)
    • TABLE 183 UK: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
    • TABLE 184 UK: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
    • 10.3.4 GERMANY
      • 10.3.4.1 Rising demand for cost-effective and scalable analytics and data-driven decision-making to spur market growth
    • 10.3.5 FRANCE
      • 10.3.5.1 Continued digital transformation initiatives and investments in data-driven strategies to foster market growth
    • 10.3.6 ITALY
      • 10.3.6.1 Increasing investments in data management and analysis to enhance data efficiency and governance to accelerate market growth
    • 10.3.7 SPAIN
      • 10.3.7.1 Rising adoption of cloud technology and focus on data-driven decision-making to boost demand for cloud analytics solutions
    • 10.3.8 REST OF EUROPE
  • 10.4 ASIA PACIFIC
    • 10.4.1 ASIA PACIFIC: CLOUD ANALYTICS MARKET DRIVERS
    • 10.4.2 ASIA PACIFIC: RECESSION IMPACT
    • FIGURE 49 ASIA PACIFIC: MARKET SNAPSHOT
    • TABLE 185 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 186 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 187 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY TYPE, 2019-2023 (USD MILLION)
    • TABLE 188 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY TYPE, 2024-2029 (USD MILLION)
    • TABLE 189 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
    • TABLE 190 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024-2029 (USD MILLION)
    • TABLE 191 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 192 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 193 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
    • TABLE 194 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024-2029 (USD MILLION)
    • TABLE 195 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
    • TABLE 196 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
    • TABLE 197 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2019-2023 (USD MILLION)
    • TABLE 198 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2024-2029 (USD MILLION)
    • TABLE 199 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2019-2023 (USD MILLION)
    • TABLE 200 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2024-2029 (USD MILLION)
    • TABLE 201 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
    • TABLE 202 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
    • TABLE 203 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
    • TABLE 204 ASIA PACIFIC: CLOUD ANALYTICS MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
    • 10.4.3 CHINA
      • 10.4.3.1 Government initiatives to promote growth of cloud analytics to drive market
    • TABLE 205 CHINA: CLOUD ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 206 CHINA: CLOUD ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 207 CHINA: CLOUD ANALYTICS MARKET, BY TYPE, 2019-2023 (USD MILLION)
    • TABLE 208 CHINA: CLOUD ANALYTICS MARKET, BY TYPE, 2024-2029 (USD MILLION)
    • TABLE 209 CHINA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
    • TABLE 210 CHINA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024-2029 (USD MILLION)
    • TABLE 211 CHINA: CLOUD ANALYTICS MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 212 CHINA: CLOUD ANALYTICS MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 213 CHINA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
    • TABLE 214 CHINA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024-2029 (USD MILLION)
    • TABLE 215 CHINA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
    • TABLE 216 CHINA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
    • 10.4.4 JAPAN
      • 10.4.4.1 Increasing adoption of cloud technologies and growing demand for data-driven decision-making to fuel market growth
    • 10.4.5 INDIA
      • 10.4.5.1 Rise in digital transformation and need for cost management to spur market growth
    • 10.4.6 SOUTH KOREA
      • 10.4.6.1 Presence of major players and rising government initiatives to advance cloud computing to foster market growth
    • 10.4.7 AUSTRALIA & NEW ZEALAND
      • 10.4.7.1 Need to drive innovation and enhance operational efficiency to boost market growth
    • 10.4.8 REST OF ASIA PACIFIC
  • 10.5 MIDDLE EAST & AFRICA
    • 10.5.1 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET DRIVERS
    • 10.5.2 MIDDLE EAST & AFRICA: RECESSION IMPACT
    • TABLE 217 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 218 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 219 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY TYPE, 2019-2023 (USD MILLION)
    • TABLE 220 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY TYPE, 2024-2029 (USD MILLION)
    • TABLE 221 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
    • TABLE 222 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024-2029 (USD MILLION)
    • TABLE 223 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 224 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 225 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
    • TABLE 226 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024-2029 (USD MILLION)
    • TABLE 227 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
    • TABLE 228 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
    • TABLE 229 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2019-2023 (USD MILLION)
    • TABLE 230 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2024-2029 (USD MILLION)
    • TABLE 231 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2019-2023 (USD MILLION)
    • TABLE 232 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2024-2029 (USD MILLION)
    • TABLE 233 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
    • TABLE 234 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
    • TABLE 235 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
    • TABLE 236 MIDDLE EAST & AFRICA: CLOUD ANALYTICS MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
    • 10.5.3 UAE
      • 10.5.3.1 Government initiatives such as 'UAE Vision 2021' and 'Dubai Data Initiative' to catalyze adoption of cloud analytics
    • 10.5.4 KSA
      • 10.5.4.1 Cloud analytics to leverage big data, drive operational efficiency, and offer competitive advantage
    • 10.5.5 QATAR
      • 10.5.5.1 Cloud analytics to optimize exploration and production processes and enhance operational efficiency and safety
    • 10.5.6 EGYPT
      • 10.5.6.1 Increasing adoption of cloud technology and burgeoning data-driven economy to contribute to market expansion
    • 10.5.7 SOUTH AFRICA
      • 10.5.7.1 Need for efficient data management, better decision-making, and adherence to data protection regulations to drive market
    • 10.5.8 REST OF MIDDLE EAST & AFRICA
  • 10.6 LATIN AMERICA
    • 10.6.1 LATIN AMERICA: CLOUD ANALYTICS MARKET DRIVERS
    • 10.6.2 LATIN AMERICA: RECESSION IMPACT
    • TABLE 237 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
    • TABLE 238 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
    • TABLE 239 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY TYPE, 2019-2023 (USD MILLION)
    • TABLE 240 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY TYPE, 2024-2029 (USD MILLION)
    • TABLE 241 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
    • TABLE 242 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY INTEGRATION LEVEL, 2024-2029 (USD MILLION)
    • TABLE 243 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY SERVICE, 2019-2023 (USD MILLION)
    • TABLE 244 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY SERVICE, 2024-2029 (USD MILLION)
    • TABLE 245 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
    • TABLE 246 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024-2029 (USD MILLION)
    • TABLE 247 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
    • TABLE 248 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
    • TABLE 249 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2019-2023 (USD MILLION)
    • TABLE 250 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY DATA TYPE, 2024-2029 (USD MILLION)
    • TABLE 251 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2019-2023 (USD MILLION)
    • TABLE 252 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY DATA PROCESSING, 2024-2029 (USD MILLION)
    • TABLE 253 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
    • TABLE 254 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
    • TABLE 255 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
    • TABLE 256 LATIN AMERICA: CLOUD ANALYTICS MARKET, BY COUNTRY, 2024-2029 (USD MILLION)
    • 10.6.3 BRAZIL
      • 10.6.3.1 Need for real-time insights, cost-effectiveness, and scalability to fuel demand for cloud analytics solutions
    • 10.6.4 MEXICO
      • 10.6.4.1 Increasing adoption of cloud technology, need for data-driven decision-making, and government's investments in digital infrastructure to bolster market growth
    • 10.6.5 ARGENTINA
      • 10.6.5.1 Supporting legislation toward software industry and government involvement in cloud computing to propel market
    • 10.6.6 REST OF LATIN AMERICA

11 COMPETITIVE LANDSCAPE

  • 11.1 OVERVIEW
  • 11.2 KEY PLAYER STRATEGIES/RIGHT TO WIN
    • TABLE 257 OVERVIEW OF STRATEGIES ADOPTED BY KEY CLOUD ANALYTICS VENDORS
  • 11.3 REVENUE ANALYSIS
    • FIGURE 50 TOP FIVE PLAYERS TO DOMINATE MARKET IN LAST FIVE YEARS
  • 11.4 MARKET SHARE ANALYSIS
    • FIGURE 51 MARKET SHARE ANALYSIS FOR KEY PLAYERS, 2023
    • 11.4.1 MARKET RANKING ANALYSIS
    • TABLE 258 CLOUD ANALYTICS MARKET: DEGREE OF COMPETITION
  • 11.5 BRAND/PRODUCT COMPARISON ANALYSIS
    • FIGURE 52 BRAND/PRODUCT COMPARISON ANALYSIS
  • 11.6 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023
    • 11.6.1 STARS
    • 11.6.2 EMERGING LEADERS
    • 11.6.3 PERVASIVE PLAYERS
    • 11.6.4 PARTICIPANTS
    • FIGURE 53 CLOUD ANALYTICS MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023
    • 11.6.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023
      • 11.6.5.1 Company footprint
    • FIGURE 54 COMPANY FOOTPRINT (22 COMPANIES)
      • 11.6.5.2 Offering footprint
    • TABLE 259 OFFERING FOOTPRINT (22 COMPANIES)
      • 11.6.5.3 Data processing footprint
    • TABLE 260 DATA PROCESSING FOOTPRINT (22 COMPANIES)
      • 11.6.5.4 Regional footprint
    • TABLE 261 REGIONAL FOOTPRINT (22 COMPANIES)
      • 11.6.5.5 Vertical footprint
    • TABLE 262 VERTICAL FOOTPRINT (22 COMPANIES)
  • 11.7 COMPANY EVALUATION MATRIX: START-UPS/SMES, 2023
    • 11.7.1 PROGRESSIVE COMPANIES
    • 11.7.2 RESPONSIVE COMPANIES
    • 11.7.3 DYNAMIC COMPANIES
    • 11.7.4 STARTING BLOCKS
    • FIGURE 55 CLOUD ANALYTICS MARKET: COMPANY EVALUATION MATRIX (START-UPS/SMES), 2023
    • 11.7.5 COMPETITIVE BENCHMARKING: START-UPS/SMES, 2023
    • TABLE 263 CLOUD ANALYTICS MARKET: DETAILED LIST OF KEY START-UPS/SMES, 2023
    • TABLE 264 CLOUD ANALYTICS MARKET: COMPETITIVE BENCHMARKING OF KEY START-UPS/SMES
  • 11.8 COMPETITIVE SCENARIO AND TRENDS
    • 11.8.1 PRODUCT LAUNCHES
    • TABLE 265 CLOUD ANALYTICS MARKET: PRODUCT LAUNCHES, FEBRUARY 2022-JANUARY 2024
    • 11.8.2 DEALS
    • TABLE 266 CLOUD ANALYTICS MARKET: DEALS, JANUARY 2022-FEBRUARY 2024
  • 11.9 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
    • FIGURE 56 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
    • FIGURE 57 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND FIVE-YEAR STOCK BETA OF KEY VENDORS

12 COMPANY PROFILES

  • 12.1 INTRODUCTION
  • 12.2 KEY PLAYERS
  • (Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View)**
    • 12.2.1 IBM
    • TABLE 267 IBM: BUSINESS OVERVIEW
    • FIGURE 58 IBM: COMPANY SNAPSHOT
    • TABLE 268 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 269 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 270 IBM: DEALS
    • 12.2.2 GOOGLE
    • TABLE 271 GOOGLE: BUSINESS OVERVIEW
    • FIGURE 59 GOOGLE: COMPANY SNAPSHOT
    • TABLE 272 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 273 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 274 GOOGLE: DEALS
    • 12.2.3 MICROSOFT
    • TABLE 275 MICROSOFT: BUSINESS OVERVIEW
    • FIGURE 60 MICROSOFT: COMPANY SNAPSHOT
    • TABLE 276 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 277 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 278 MICROSOFT: DEALS
    • 12.2.4 AWS
    • TABLE 279 AWS: BUSINESS OVERVIEW
    • FIGURE 61 AWS: COMPANY SNAPSHOT
    • TABLE 280 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 281 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 282 AWS: DEALS
    • 12.2.5 SAP
    • TABLE 283 SAP: BUSINESS OVERVIEW
    • FIGURE 62 SAP: COMPANY SNAPSHOT
    • TABLE 284 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 285 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 286 SAP: DEALS
    • 12.2.6 SAS INSTITUTE
    • TABLE 287 SAS INSTITUTE: BUSINESS OVERVIEW
    • TABLE 288 SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 289 SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 290 SAS INSTITUTE: DEALS
    • 12.2.7 ORACLE
    • TABLE 291 ORACLE: BUSINESS OVERVIEW
    • FIGURE 63 ORACLE: COMPANY SNAPSHOT
    • TABLE 292 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 293 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 294 ORACLE: DEALS
    • 12.2.8 TERADATA
    • TABLE 295 TERADATA: BUSINESS OVERVIEW
    • FIGURE 64 TERADATA: COMPANY SNAPSHOT
    • TABLE 296 TERADATA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 297 TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 298 TERADATA: DEALS
    • 12.2.9 NETAPP
    • TABLE 299 NETAPP: BUSINESS OVERVIEW
    • FIGURE 65 NETAPP: COMPANY SNAPSHOT
    • TABLE 300 NETAPP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 301 NETAPP: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 302 NETAPP: DEALS
    • 12.2.10 QLIK
    • TABLE 303 QLIK: BUSINESS OVERVIEW
    • TABLE 304 QLIK: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 305 QLIK: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 306 QLIK: DEALS
    • 12.2.11 SISENSE
    • TABLE 307 SISENSE: BUSINESS OVERVIEW
    • TABLE 308 SISENSE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 309 SISENSE: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 310 SISENSE: DEALS
    • 12.2.12 SALESFORCE
    • TABLE 311 SALESFORCE: BUSINESS OVERVIEW
    • FIGURE 66 SALESFORCE: COMPANY SNAPSHOT
    • TABLE 312 SALESFORCE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 313 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS
    • TABLE 314 SALESFORCE: DEALS
    • 12.2.13 ATOS
    • 12.2.14 ALTAIR
    • 12.2.15 MICROSTRATEGY
    • 12.2.16 TIBCO SOFTWARE
    • 12.2.17 HEXAWARE TECHNOLOGY
    • 12.2.18 ZOHO
    • 12.2.19 RACKSPACE TECHNOLOGY
    • 12.2.20 SPLUNK
  • 12.3 OTHER PLAYERS
    • 12.3.1 CLOUDERA
    • 12.3.2 DOMO
    • 12.3.3 HEWLETT PACKARD ENTERPRISE
    • 12.3.4 INCORTA
    • 12.3.5 TELLIUS
    • 12.3.6 RAPYDER
    • 12.3.7 HITACHI VANTARA
    • 12.3.8 BOARD INTERNATIONAL
    • 12.3.9 RIDGE
    • 12.3.10 JASPERSOFT
    • 12.3.11 YELLOWFIN
    • 12.3.12 DENODO
    • 12.3.13 GOODDATA
    • 12.3.14 THOUGHTSPOT
    • 12.3.15 INFOGAIN
  • *Details on Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View might not be captured in case of unlisted companies.

13 ADJACENT AND RELATED MARKETS

  • 13.1 INTRODUCTION
  • 13.2 VIDEO ANALYTICS MARKET
    • 13.2.1 MARKET DEFINITION
    • 13.2.2 MARKET OVERVIEW
    • 13.2.3 VIDEO ANALYTICS MARKET, BY OFFERING
    • TABLE 315 VIDEO ANALYTICS MARKET, BY OFFERING, 2018-2022 (USD MILLION)
    • TABLE 316 VIDEO ANALYTICS MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • 13.2.4 VIDEO ANALYTICS MARKET, BY APPLICATION
    • TABLE 317 VIDEO ANALYTICS MARKET, BY APPLICATION, 2018-2022 (USD MILLION)
    • TABLE 318 VIDEO ANALYTICS MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • 13.2.5 VIDEO ANALYTICS MARKET, BY DEPLOYMENT MODEL
    • TABLE 319 VIDEO ANALYTICS MARKET, BY DEPLOYMENT MODEL, 2018-2022 (USD MILLION)
    • TABLE 320 VIDEO ANALYTICS MARKET, BY DEPLOYMENT MODEL, 2023-2028 (USD MILLION)
    • 13.2.6 VIDEO ANALYTICS MARKET, BY TYPE
    • TABLE 321 VIDEO ANALYTICS MARKET, BY TYPE, 2018-2022 (USD MILLION)
    • TABLE 322 VIDEO ANALYTICS MARKET, BY TYPE, 2023-2028 (USD MILLION)
    • 13.2.7 VIDEO ANALYTICS MARKET, BY VERTICAL
    • TABLE 323 VIDEO ANALYTICS MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
    • TABLE 324 VIDEO ANALYTICS MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • 13.2.8 VIDEO ANALYTICS MARKET, BY REGION
    • TABLE 325 VIDEO ANALYTICS MARKET, BY REGION, 2018-2022 (USD MILLION)
    • TABLE 326 VIDEO ANALYTICS MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 13.3 CUSTOMER ANALYTICS MARKET
    • 13.3.1 MARKET DEFINITION
    • 13.3.2 MARKET OVERVIEW
    • 13.3.3 CUSTOMER ANALYTICS MARKET, BY COMPONENT
    • TABLE 327 CUSTOMER ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2025 (USD MILLION)
    • 13.3.4 CUSTOMER ANALYTICS MARKET, BY DEPLOYMENT MODE
    • TABLE 328 CUSTOMER ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2025 (USD MILLION)
    • 13.3.5 CUSTOMER ANALYTICS MARKET, BY ORGANIZATION SIZE
    • TABLE 329 CUSTOMER ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2025 (USD MILLION)
    • 13.3.6 CUSTOMER ANALYTICS MARKET, BY APPLICATION
    • TABLE 330 CUSTOMER ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2025 (USD MILLION)
    • 13.3.7 CUSTOMER ANALYTICS MARKET, BY DATA SOURCE
    • TABLE 331 CUSTOMER ANALYTICS MARKET SIZE, BY DATA SOURCE, 2018-2025 (USD MILLION)
    • 13.3.8 CUSTOMER ANALYTICS MARKET, BY INDUSTRY VERTICAL
    • TABLE 332 CUSTOMER ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2025 (USD MILLION)
    • 13.3.9 CUSTOMER ANALYTICS MARKET, BY REGION
    • TABLE 333 CUSTOMER ANALYTICS MARKET SIZE, BY REGION, 2018-2025 (USD MILLION)

14 APPENDIX

  • 14.1 DISCUSSION GUIDE
  • 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 14.3 CUSTOMIZATION OPTIONS
  • 14.4 RELATED REPORTS
  • 14.5 AUTHOR DETAILS
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