비교리스트

 카트 문의
시장보고서
상품코드
1530252

고객 분석 시장 규모, 점유율, 동향 분석 보고서 : 구성요소별, 데이터 소스별, 용도별, 전개별, 기업 규모별, 최종 용도별, 지역별, 부문별 예측(2024-2030년)

Customer Analytics Market Size, Share & Trends Analysis Report By Component (Solution, Services), By Data Source (Web, Store), By Application, By Deployment, By Enterprise Size, By End-use, By Region, And Segment Forecasts, 2024 - 2030
발행일: | 리서치사: Grand View Research | 페이지 정보: 영문 125 Pages | 배송안내 : 2-10일 (영업일 기준)

    
    
    




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

고객 분석 시장 규모 및 동향

세계 고객 분석 시장 규모는 2023년 145억 7,000만 달러로 추정되며, 2024년부터 2030년까지 연평균 19.2%의 성장률을 보일 것으로 예상됩니다. 디지털 플랫폼의 보급은 데이터 생성 및 가용성 상황을 변화시켜 시장 성장을 촉진하고 있습니다. 디지털 시대에 소비자는 다양한 채널을 통해 기업과 소통하고 중요한 데이터를 생성합니다. 이러한 채널에는 소셜 미디어 플랫폼, E-Commerce 웹사이트, 모바일 애플리케이션, 고객 서비스, 사물인터넷(IoT) 기기 등이 포함됩니다. 각 상호 작용은 디지털 발자국을 남기고, 구조화 및 비구조화 데이터의 방대한 데이터 풀에 기여합니다.

소셜 미디어 플랫폼은 데이터 폭발의 대표적인 예입니다. 사용자들은 게시물, 좋아요, 댓글, 공유, 인터랙션을 통해 좋아요, 댓글, 공유, 상호작용을 통해 엄청난 양의 데이터를 생성합니다. 이 데이터는 소비자의 취향, 의견, 행동에 대한 깊은 인사이트를 제공합니다. 마찬가지로, E-Commerce 웹사이트는 검색 패턴, 구매 내역, 거래 내역에 대한 데이터를 수집하여 소비자의 구매 행동과 취향에 대한 풍부한 정보를 제공합니다.

이 풍부한 데이터는 기업에게 기회이자 도전이 될 수 있습니다. 기회는 전략적 의사결정을 촉진하고, 고객 경험을 개선하며, 업무 효율성을 향상시킬 수 있는 의미 있는 인사이트를 도출할 수 있는 잠재력을 가지고 있습니다. 그러나 방대하고 복잡한 데이터를 효과적으로 처리하고 분석하여 실행 가능한 인사이트를 도출하기 위해서는 고도의 분석 도구와 기술이 필요합니다.

고객 분석은 이러한 데이터를 활용하여 고객의 행동, 선호도, 트렌드에 대한 종합적인 이해를 돕습니다. 빅데이터 기술을 활용한 고급 분석 도구를 통해 기업은 방대한 데이터 세트를 실시간으로 분석하여 숨겨진 패턴을 발견하고 미래 행동을 예측할 수 있습니다. 이를 통해 기업은 서비스를 개인화하고, 마케팅 활동을 최적화하며, 고객 참여를 높일 수 있습니다.

또한, 데이터 가용성이 높아짐에 따라 보다 정확하고 강력한 예측 모델 개발이 용이해집니다. 이러한 모델은 고객의 니즈를 예측하고, 잠재적인 이탈 위험을 파악하며, 고객 유지를 위한 선제적 조치를 제안할 수 있습니다. 이러한 분석을 통해 얻은 경쟁적 고려사항은 기업이 시장 동향을 예측하고 변화에 빠르게 대응하여 경쟁력을 유지할 수 있도록 돕습니다.

목차

제1장 조사 방법과 범위

제2장 주요 요약

제3장 고객 분석 변수, 동향, 범위

  • 시장 소개/계통 전망
  • 업계 밸류체인 분석
  • 시장 역학
    • 시장 성장 촉진요인 분석
    • 시장 성장 억제요인 분석
    • 업계 기회
  • 고객 분석 툴
    • Porters 분석
    • PESTEL 분석

제4장 고객 분석 시장 : 구성요소별 추정·동향 분석

  • 부문 대시보드
  • 고객 분석 : 구성요소별 변동 분석, 2023년 및 2030년
  • 솔루션
  • 서비스

제5장 고객 분석 시장 : 데이터 소스별 추정·동향 분석

  • 부문 대시보드
  • 고객 분석 : 데이터 소스별 변동 분석, 2023년 및 2030년
  • 웹
  • 소셜 미디어
  • 스마트폰
  • 이메일
  • 점포
  • 콜센터
  • 기타

제6장 고객 분석 시장 : 용도별 추정·동향 분석

  • 부문 대시보드
  • 고객 분석 : 용도별 변동 분석, 2023년 및 2030년
  • 브랜드 관리
  • 캠페인 관리
  • 해약 관리
  • 고객 행동 분석
  • 제품 관리
  • 기타

제7장 고객 분석 시장 : 전개별 추정·동향 분석

  • 부문 대시보드
  • 고객 분석 : 전개별 변동 분석, 2023년 및 2030년
  • 온프레미스
  • 클라우드 기반

제8장 고객 분석 시장 : 기업 규모별 추정·동향 분석

  • 부문 대시보드
  • 고객 분석 : 기업 규모별 변동 분석, 2023년 및 2030년
  • 중소기업
  • 대기업

제9장 고객 분석 시장 : 최종 용도별 추정·동향 분석

  • 부문 대시보드
  • 고객 분석 : 최종 용도별 변동 분석, 2023년 및 2030년
  • BFSI
  • 소매업과 E-Commerce
  • 통신·IT
  • 제조업
  • 운송·물류
  • 정부와 방위
  • 헬스케어와 생명과학
  • 미디어와 엔터테인먼트
  • 여행과 호스피탈리티
  • 기타

제10장 고객 분석 시장 : 지역별 추정·동향 분석

  • 고객 분석 점유율, 지역별, 2023년 및 2030년
  • 북미
    • 시장 추정과 예측, 2018-2030년
    • 구성요소별, 2018-2030년
    • 데이터 소스별, 2018-2030년
    • 용도별, 2018-2030년
    • 전개별, 2018-2030년
    • 기업 규모별, 2018-2030년
    • 최종 용도별, 2018-2030년
    • 미국
    • 캐나다
    • 멕시코
  • 유럽
    • 시장 추정과 예측, 2018-2030년
    • 구성요소별, 2018-2030년
    • 데이터 소스별, 2018-2030년
    • 용도별, 2018-2030년
    • 전개별, 2018-2030년
    • 기업 규모별, 2018-2030년
    • 최종 용도별, 2018-2030년
    • 영국
    • 독일
    • 프랑스
  • 아시아태평양
    • 시장 추정과 예측, 2018-2030년
    • 구성요소별, 2018-2030년
    • 데이터 소스별, 2018-2030년
    • 용도별, 2018-2030년
    • 전개별, 2018-2030년
    • 기업 규모별, 2018-2030년
    • 최종 용도별, 2018-2030년
    • 중국
    • 인도
    • 일본
    • 호주
    • 한국
  • 라틴아메리카
    • 시장 추정과 예측, 2018-2030년
    • 구성요소별, 2018-2030년
    • 데이터 소스별, 2018-2030년
    • 용도별, 2018-2030년
    • 전개별, 2018-2030년
    • 기업 규모별, 2018-2030년
    • 최종 용도별, 2018-2030년
    • 브라질
  • 중동 및 아프리카
    • 시장 추정과 예측, 2018-2030년
    • 구성요소별, 2018-2030년
    • 데이터 소스별, 2018-2030년
    • 용도별, 2018-2030년
    • 전개별, 2018-2030년
    • 기업 규모별, 2018-2030년
    • 최종 용도별, 2018-2030년
    • 사우디아라비아
    • 아랍에미리트
    • 남아프리카공화국

제11장 경쟁 상황

  • 주요 시장 진출 기업의 최근 동향과 영향 분석
  • 기업 분류
  • 기업의 시장 점유율 분석
  • 기업 히트맵 분석
  • 전략 매핑
    • 확대
    • 인수합병
    • 파트너십과 협업
    • 신제품 발매
    • 연구개발
  • 기업 개요
    • Adobe
    • Dell Inc.
    • Google
    • Manthan
    • Microsoft
    • Oracle
    • Salesforce.com, inc.
    • SAP SE
    • SAS Institute Inc.
    • Teradata
ksm 24.09.02

Customer Analytics Market Size & Trends

The global customer analytics market size was estimated at USD 14.57 billion in 2023 and is expected to grow at a CAGR of 19.2% from 2024 to 2030. The proliferation of digital platforms has transformed the landscape of data generation and availability, fueling market growth. In the digital age, consumers interact with businesses through many channels, generating significant data. These channels include social media platforms, e-commerce websites, mobile applications, customer service interactions, and the Internet of Things (IoT) devices. Each interaction leaves a digital footprint, contributing to a vast pool of structured and unstructured data.

Social media platforms are a prime example of data explosion. Users generate massive amounts of data through posts, likes, comments, shares, and interactions. This data offers deep insights into consumer preferences, opinions, and behaviors. Similarly, e-commerce websites collect data on browsing patterns, purchase histories, and transaction details, providing a wealth of information about consumer buying behaviors and preferences.

This abundance of data presents both an opportunity and a challenge for businesses. The opportunity lies in the potential to derive meaningful insights to drive strategic decisions, enhance customer experiences, and improve operational efficiencies. However, the sheer volume and complexity of the data require advanced analytical tools and techniques to process, analyze, and extract actionable insights effectively.

Customer analytics leverages this data to understand customer behavior, preferences, and trends comprehensively. Advanced analytics tools, powered by big data technologies, enable businesses to analyze vast datasets in real-time, uncover hidden patterns, and predict future behaviors. This capability allows companies to personalize their offerings, optimize marketing efforts, and enhance customer engagement.

Moreover, increased data availability facilitates the development of more accurate and robust predictive models. These models can forecast customer needs, identify potential churn risks, and suggest proactive measures to retain customers. The insights from such analyses enable businesses to stay ahead of market trends, respond quickly to changes, and maintain a competitive edge.

Global Customer Analytics Market Report Segmentation

This report forecasts revenue growth at the global, regional, and country levels and provides an analysis of the latest industry trends from 2018 to 2030 in each of the sub-segments. For this study, Grand View Research has segmented the global customer analytics market report based on component, data source, enterprise size, deployment, application, end-use, and region:

  • Customer Analytics Component Outlook (Revenue, USD Billion, 2018 - 2030)
  • Solution
  • Social media analytical tools
  • Web analytical tools
  • Dashboard and reporting tools
  • Voice of customer (VOC)
  • ETL (extract, transform, and load)
  • Analytical modules/tools
  • Services
  • System Integration & Deployment
  • Training & Consulting
  • Support & Maintenance
  • Customer Analytics Data Source Outlook (Revenue, USD Billion, 2018 - 2030)
  • Web
  • Social Media
  • Smartphone
  • Email
  • Store
  • Call Centre
  • Others
  • Customer Analytics Application Outlook (Revenue, USD Billion, 2018 - 2030)
  • Brand Management
  • Campaign Management
  • Churn Management
  • Customer Behavioral Analysis
  • Product Management
  • Others
  • Customer Analytics Deployment Outlook (Revenue, USD Billion, 2018 - 2030)
  • On-premise
  • Cloud-based
  • Customer Analytics Enterprise Size Outlook (Revenue, USD Billion, 2018 - 2030)
  • Small & Medium Enterprises (SMEs)
  • Large Enterprises
  • Customer Analytics End-use Outlook (Revenue, USD Billion, 2018 - 2030)
  • BFSI
  • Retail and e-commerce
  • Telecommunications and IT
  • Manufacturing
  • Transportation and Logistics
  • Government and Defence
  • Healthcare and Life Sciences
  • Media and Entertainment
  • Travel and Hospitality
  • Others
  • Customer Analytics Regional Outlook (Revenue, USD Billion, 2018 - 2030)
  • North America

U.S.

Canada

Mexico

  • Europe

UK

Germany

France

  • Asia Pacific

China

India

Japan

Australia

South Korea

  • Latin America

Brazil

  • Middle East & Africa (MEA)

UAE

Saudi Arabia

South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Methodology segmentation & scope
  • 1.2. Market Definitions
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Customer Analytics Variables, Trends & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Industry value chain analysis
  • 3.3. Market dynamics
    • 3.3.1. Market Drivers Analysis
    • 3.3.2. Market Restraints Analysis
    • 3.3.3. Industry Opportunities
  • 3.4. Customer Analytics Analysis Tools
    • 3.4.1. Porter's Analysis
      • 3.4.1.1. Bargaining power of the suppliers
      • 3.4.1.2. Bargaining power of the buyers
      • 3.4.1.3. Threats of substitution
      • 3.4.1.4. Threats from new entrants
    • 3.4.2. PESTEL Analysis
      • 3.4.2.1. Political landscape
      • 3.4.2.2. Economic and Social landscape
      • 3.4.2.3. Technological landscape
      • 3.4.2.4. Environmental landscape
      • 3.4.2.5. Legal landscape

Chapter 4. Customer Analytics Market: Component Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Customer Analytics: Component Movement Analysis, USD Billion, 2023 & 2030
  • 4.3. Solution
    • 4.3.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 4.3.2. Social media analytical tools
      • 4.3.2.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 4.3.3. Web analytical tools
      • 4.3.3.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 4.3.4. Dashboard and reporting tools
      • 4.3.4.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 4.3.5. Voice of customer (VOC)
      • 4.3.5.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 4.3.6. ETL (extract, transform, and load)
      • 4.3.6.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 4.3.7. Analytical modules/tools
      • 4.3.7.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 4.4. Services
    • 4.4.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 4.4.2. System integration & deployment
      • 4.4.2.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 4.4.3. Training & consulting
      • 4.4.3.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 4.4.4. Support & maintenance
      • 4.4.4.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)

Chapter 5. Customer Analytics Market: Data Source Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Customer Analytics: Data Source Movement Analysis, USD Billion, 2023 & 2030
  • 5.3. Web
    • 5.3.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 5.4. Social Media
    • 5.4.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 5.5. Smartphone
    • 5.5.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 5.6. Email
    • 5.6.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 5.7. Store
    • 5.7.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 5.8. Call Center
    • 5.8.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 5.9. Others
    • 5.9.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)

Chapter 6. Customer Analytics Market: Application Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Customer Analytics: Application Movement Analysis, USD Billion, 2023 & 2030
  • 6.3. Brand Management
    • 6.3.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 6.4. Campaign Management
    • 6.4.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 6.5. Churn Management
    • 6.5.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 6.6. Customer Behavioral Analysis
    • 6.6.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 6.7. Product Management
    • 6.7.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 6.8. Others
    • 6.8.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)

Chapter 7. Customer Analytics Market: Deployment Estimates & Trend Analysis

  • 7.1. Segment Dashboard
  • 7.2. Customer Analytics: Deployment Movement Analysis, USD Billion, 2023 & 2030
  • 7.3. On-premise
    • 7.3.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 7.4. Cloud-based
    • 7.4.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)

Chapter 8. Customer Analytics Market: Enterprise Size Estimates & Trend Analysis

  • 8.1. Segment Dashboard
  • 8.2. Customer Analytics: Enterprise Size Movement Analysis, USD Billion, 2023 & 2030
  • 8.3. Small & Medium Enterprises (SMEs)
    • 8.3.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 8.4. Large Enterprises
    • 8.4.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)

Chapter 9. Customer Analytics Market: End Use Estimates & Trend Analysis

  • 9.1. Segment Dashboard
  • 9.2. Customer Analytics: End Use Movement Analysis, USD Billion, 2023 & 2030
  • 9.3. BFSI
    • 9.3.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 9.4. Retail and e-commerce
    • 9.4.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 9.5. Telecommunications and IT
    • 9.5.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 9.6. Manufacturing
    • 9.6.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 9.7. Transportation and Logistics
    • 9.7.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 9.8. Government and Defence
    • 9.8.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 9.9. Healthcare and Life Sciences
    • 9.9.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 9.10. Media and Entertainment
    • 9.10.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 9.11. Travel and Hospitality
    • 9.11.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 9.12. Others
    • 9.12.1. Market Size Estimates and Forecasts, 2018 - 2030 (USD Billion)

Chapter 10. Customer Analytics Market: Regional Estimates & Trend Analysis

  • 10.1. Customer Analytics Share, By Region, 2023 & 2030, USD Billion
  • 10.2. North America
    • 10.2.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 10.2.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 10.2.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
    • 10.2.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
    • 10.2.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 10.2.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
    • 10.2.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 10.2.8. U.S.
      • 10.2.8.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.2.8.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 10.2.8.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
      • 10.2.8.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
      • 10.2.8.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 10.2.8.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.2.8.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 10.2.9. Canada
      • 10.2.9.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.2.9.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 10.2.9.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
      • 10.2.9.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
      • 10.2.9.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 10.2.9.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.2.9.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 10.2.10. Mexico
      • 10.2.10.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.2.10.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 10.2.10.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
      • 10.2.10.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
      • 10.2.10.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 10.2.10.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.2.10.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 10.3. Europe
    • 10.3.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 10.3.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 10.3.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
    • 10.3.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
    • 10.3.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 10.3.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
    • 10.3.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 10.3.8. UK
      • 10.3.8.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.3.8.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 10.3.8.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
      • 10.3.8.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
      • 10.3.8.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 10.3.8.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.3.8.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 10.3.9. Germany
      • 10.3.9.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.3.9.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 10.3.9.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
      • 10.3.9.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
      • 10.3.9.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 10.3.9.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.3.9.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 10.3.10. France
      • 10.3.10.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.3.10.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 10.3.10.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
      • 10.3.10.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
      • 10.3.10.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 10.3.10.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.3.10.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 10.4. Asia Pacific
    • 10.4.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 10.4.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 10.4.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
    • 10.4.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
    • 10.4.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 10.4.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
    • 10.4.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 10.4.8. China
      • 10.4.8.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.8.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 10.4.8.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
      • 10.4.8.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
      • 10.4.8.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.8.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.8.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 10.4.9. India
      • 10.4.9.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.9.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 10.4.9.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
      • 10.4.9.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
      • 10.4.9.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.9.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.9.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 10.4.10. Japan
      • 10.4.10.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.10.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 10.4.10.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
      • 10.4.10.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
      • 10.4.10.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.10.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.10.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 10.4.11. Australia
      • 10.4.11.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.11.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 10.4.11.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
      • 10.4.11.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
      • 10.4.11.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.11.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.11.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 10.4.12. South Korea
      • 10.4.12.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.12.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 10.4.12.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
      • 10.4.12.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
      • 10.4.12.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.12.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.12.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 10.5. Latin America
    • 10.5.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 10.5.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 10.5.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
    • 10.5.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
    • 10.5.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 10.5.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
    • 10.5.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 10.5.8. Brazil
      • 10.5.8.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.5.8.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 10.5.8.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
      • 10.5.8.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
      • 10.5.8.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 10.5.8.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.5.8.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 10.6. Middle East & Africa
    • 10.6.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 10.6.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 10.6.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
    • 10.6.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
    • 10.6.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 10.6.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
    • 10.6.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 10.6.8. Saudi Arabia
      • 10.6.8.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.6.8.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 10.6.8.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
      • 10.6.8.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
      • 10.6.8.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 10.6.8.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.6.8.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 10.6.9. UAE
      • 10.6.9.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.6.9.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 10.6.9.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
      • 10.6.9.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
      • 10.6.9.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 10.6.9.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.6.9.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 10.6.10. South Africa
      • 10.6.10.1. Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.6.10.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 10.6.10.3. Market estimates and forecast by Data Source, 2018 - 2030 (USD Billion)
      • 10.6.10.4. Market estimates and forecast by Application, 2018 - 2030 (USD Billion)
      • 10.6.10.5. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 10.6.10.6. Market estimates and forecast by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.6.10.7. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)

Chapter 11. Competitive Landscape

  • 11.1. Recent Developments & Impact Analysis by Key Market Participants
  • 11.2. Company Categorization
  • 11.3. Company Market Share Analysis
  • 11.4. Company Heat Map Analysis
  • 11.5. Strategy Mapping
    • 11.5.1. Expansion
    • 11.5.2. Mergers & Acquisition
    • 11.5.3. Partnerships & Collaborations
    • 11.5.4. New Product Launches
    • 11.5.5. Research And Development
  • 11.6. Company Profiles
    • 11.6.1. Adobe
      • 11.6.1.1. Participant's Overview
      • 11.6.1.2. Financial Performance
      • 11.6.1.3. Product Benchmarking
      • 11.6.1.4. Recent Developments
    • 11.6.2. Dell Inc.
      • 11.6.2.1. Participant's Overview
      • 11.6.2.2. Financial Performance
      • 11.6.2.3. Product Benchmarking
      • 11.6.2.4. Recent Developments
    • 11.6.3. Google
      • 11.6.3.1. Participant's Overview
      • 11.6.3.2. Financial Performance
      • 11.6.3.3. Product Benchmarking
      • 11.6.3.4. Recent Developments
    • 11.6.4. Manthan
      • 11.6.4.1. Participant's Overview
      • 11.6.4.2. Financial Performance
      • 11.6.4.3. Product Benchmarking
      • 11.6.4.4. Recent Developments
    • 11.6.5. Microsoft
      • 11.6.5.1. Participant's Overview
      • 11.6.5.2. Financial Performance
      • 11.6.5.3. Product Benchmarking
      • 11.6.5.4. Recent Developments
    • 11.6.6. Oracle
      • 11.6.6.1. Participant's Overview
      • 11.6.6.2. Financial Performance
      • 11.6.6.3. Product Benchmarking
      • 11.6.6.4. Recent Developments
    • 11.6.7. Salesforce.com, inc.
      • 11.6.7.1. Participant's Overview
      • 11.6.7.2. Financial Performance
      • 11.6.7.3. Product Benchmarking
      • 11.6.7.4. Recent Developments
    • 11.6.8. SAP SE
      • 11.6.8.1. Participant's Overview
      • 11.6.8.2. Financial Performance
      • 11.6.8.3. Product Benchmarking
      • 11.6.8.4. Recent Developments
    • 11.6.9. SAS Institute Inc.
      • 11.6.9.1. Participant's Overview
      • 11.6.9.2. Financial Performance
      • 11.6.9.3. Product Benchmarking
      • 11.6.9.4. Recent Developments
    • 11.6.10. Teradata
      • 11.6.10.1. Participant's Overview
      • 11.6.10.2. Financial Performance
      • 11.6.10.3. Product Benchmarking
      • 11.6.10.4. Recent Developments
비교리스트
0 건의 상품을 선택 중
상품 비교하기
전체삭제