의사결정 인텔리전스 시장 분석과 예측(-2033년) : 유형, 제품, 서비스, 기술, 컴포넌트, 용도, 도입, 최종사용자, 기능별

Decision Intelligence Market Analysis and Forecast to 2033: Type, Product, Services, Technology, Component, Application, Deployment, End User, Functionality

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한글목차

의사결정 인텔리전스 시장 규모는 2023년 105억 달러에서 2033년에는 355억 달러로 확대하며, CAGR은 약 12.8%에 달할 것으로 예측됩니다.

의사결정 인텔리전스 시장은 데이터 사이언스, AI, 전문 지식을 통합하여 의사결정 프로세스를 강화하는 데 특화된 산업을 포괄합니다. 이 시장에는 기업이 전략을 최적화하고 운영 효율성을 개선하며 혁신을 촉진할 수 있도록 데이터를 실행 가능한 인사이트으로 전환하는 툴와 플랫폼이 포함됩니다. 또한 이 시장에는 분석 소프트웨어, AI 기반 의사결정 지원 시스템, 컨설팅 서비스 등이 포함되어 다양한 부문에서 정보에 입각한 전략적 비즈니스 의사결정을 촉진하는 데 도움을 줍니다.

의사결정 인텔리전스 시장은 AI와 머신러닝 기술의 통합 증가에 힘입어 견고한 성장세를 보이고 있습니다. 소프트웨어, 특히 예측 분석과 처방 분석은 실용적인 인사이트을 제공하고 의사결정 프로세스를 최적화하는 능력으로 시장을 주도하고 있습니다. 서비스 부문(특히 컨설팅 서비스)은 의사결정 인텔리전스 솔루션 도입에 있으며, 전문가 지도의 필요성을 반영하여 두 번째로 높은 성장세를 보이고 있습니다.

지역별로는 북미가 기술 발전과 주요 기업의 존재에 힘입어 우위를 점하고 있습니다. 유럽은 디지털 전환에 우선순위를 두고 있는 영국, 독일 등의 국가들이 큰 기여를 하며 북미를 근소한 차이로 뒤따르고 있습니다. 아시아태평양은 AI 기술에 대한 투자 증가와 디지털 경제의 급격한 성장에 힘입어 유망한 시장으로 빠르게 부상하고 있습니다.

세계의 의사결정 인텔리전스 시장을 조사했으며, 시장 개요, 시장에 대한 영향요인 분석, 법규제 환경, 사례 연구, 시장 규모 추이·예측, 각종 구분·지역/주요 국가별 상세 분석, 경쟁 구도, 주요 기업의 개요 등을 정리하여 전해드립니다.

목차

제1장 의사결정 인텔리전스 : 시장 개요

제2장 개요

제3장 시장에 관한 주요 인사이트

제4장 의사결정 인텔리전스 시장 전망

• 의사결정 인텔리전스 : 시장 세분화
• 시장 역학
• Porter's Five Forces 분석
• PESTLE 분석
• 밸류체인 분석
• 4Ps 모델
• ANSOFF 매트릭스

제5장 의사결정 인텔리전스 : 시장 전략

• 모시장 분석
• 수급 분석
• 소비자의 구매 의욕
• 사례 연구 분석
• 가격 분석
• 규제 상황
• 공급망 분석
• 경쟁 제품 분석
• 최근 동향

제6장 의사결정 인텔리전스 : 시장 규모

• 시장 규모(금액)
• 시장 규모(수량)

제7장 의사결정 인텔리전스 시장 : 유형별

• 시장 개요
• 기술적 분석
• 예측 분석
• 처방적 분석
• 인지 분석
• 기타

제8장 의사결정 인텔리전스 시장 : 제품별

• 시장 개요
• 소프트웨어
• 플랫폼
• 툴
• 기타

제9장 의사결정 인텔리전스 시장 : 서비스별

• 시장 개요
• 컨설팅
• 실장
• 지원·정비
• 매니지드 서비스
• 기타

제10장 의사결정 인텔리전스 시장 : 기술별

• 시장 개요
• 기계학습
• AI
• 자연언어처리
• 데이터 마이닝
• 기타

제11장 의사결정 인텔리전스 시장 : 컴포넌트별

• 시장 개요
• 솔루션
• 서비스
• 기타

제12장 의사결정 인텔리전스 시장 : 용도별

• 시장 개요
• 공급망의 최적화
• 리스크 관리
• 부정행위 탐지
• 마케팅 최적화
• 고객경험관리
• 헬스케어 관리
• 재무 계획
• 기타

제13장 의사결정 인텔리전스 시장 : 도입별

• 시장 개요
• 온프레미스
• 클라우드
• 하이브리드
• 기타

제14장 의사결정 인텔리전스 시장 : 최종사용자별

• 시장 개요
• BFSI
• 소매
• 의료
• 제조
• 에너지·유틸리티
• 통신
• 정부
• 기타

제15장 의사결정 인텔리전스 시장 : 기능별

• 시장 개요
• 의사결정 지원
• 의사결정 자동화
• 의사결정 강화
• 기타

제16장 의사결정 인텔리전스 시장 : 지역별

• 개요
• 북미
  • 미국
  • 캐나다
• 유럽
  • 영국
  • 독일
  • 프랑스
  • 스페인
  • 이탈리아
  • 네덜란드
  • 스웨덴
  • 스위스
  • 덴마크
  • 핀란드
  • 러시아
  • 기타
• 아시아태평양
  • 중국
  • 인도
  • 일본
  • 한국
  • 호주
  • 싱가포르
  • 인도네시아
  • 대만
  • 말레이시아
  • 기타
• 라틴아메리카
  • 브라질
  • 멕시코
  • 아르헨티나
  • 기타
• 중동 및 아프리카
  • 사우디아라비아
  • UAE
  • 남아프리카공화국
  • 기타

제17장 경쟁 구도

• 개요
• 시장 점유율 분석
• 주요 기업의 포지셔닝
• 경쟁 리더십 매핑
• 벤더 벤치마킹
• 개발 전략 벤치마킹

제18장 기업 개요

• Fractal Analytics
• SAS Institute
• RapidMiner
• DataRobot
• H2O.ai
• TIBCO Software
• Qlik
• Alteryx
• Domo
• Sisense
• Board International
• GoodData
• Yellowfin BI
• Looker
• ThoughtSpot
• Birst
• Informatica
• MicroStrategy
• Information Builders
• Zoho Analytics

KSA

영문 목차

영문목차

The Decision Intelligence Market is expected to expand from $10.5 billion in 2023 to $35.5 billion by 2033, with a CAGR of approximately 12.8%.

The Decision Intelligence Market encompasses the industry dedicated to integrating data science, artificial intelligence, and domain expertise to enhance decision-making processes. It involves tools and platforms that transform data into actionable insights, enabling organizations to optimize strategies, improve operational efficiencies, and drive innovation. This market includes analytics software, AI-driven decision support systems, and consulting services, facilitating informed and strategic business decisions across various sectors.

The Decision Intelligence Market is witnessing robust expansion, driven by the rising integration of artificial intelligence and machine learning technologies. The software segment, particularly predictive analytics and prescriptive analytics, leads the market due to their ability to provide actionable insights and optimize decision-making processes. The services sub-segment, especially consulting services, emerges as the second-highest performer, reflecting the need for expert guidance in implementing decision intelligence solutions. Regionally, North America dominates, propelled by technological advancements and the presence of key industry players. Europe follows closely, with significant contributions from countries like the United Kingdom and Germany, where digital transformation initiatives are a priority. The Asia-Pacific region is rapidly emerging as a lucrative market, fueled by increasing investments in AI technologies and a burgeoning digital economy. As organizations globally seek to harness data for strategic advantage, the Decision Intelligence Market is poised for sustained growth, with potential opportunities in untapped markets and sectors.

Key Companies

Fractal Analytics, SAS Institute, Rapid Miner, Data Robot, H2 O.ai, TIBCO Software, Qlik, Alteryx, Domo, Sisense, Board International, Good Data, Yellowfin BI, Looker, Thought Spot, Birst, Informatica, Micro Strategy, Information Builders, Zoho Analytics, Cognitive Insights, Data Mind Solutions, Intelli Decisions, Insightful Analytics, Predictive Pathways, Smart Decision Labs, Analytic Visionaries, Future Foresight, Neural Nexus, Decision Dynamics, Strategic Syntheses, Insight Innovators, Opti Mind Technologies, Cerebral Insights, Visionary Decisions, Quantitative Quests, Decision Architects, Prognostic Pathfinders, Insightful Strategies, Cognitive Calculus

Research Scope

• Estimates and forecasts the overall market size across type, application, and region.
• Provides detailed information and key takeaways on qualitative and quantitative trends, dynamics, business framework, competitive landscape, and company profiling.
• Identifies factors influencing market growth and challenges, opportunities, drivers, and restraints.
• Identifies factors that could limit company participation in international markets to help calibrate market share expectations and growth rates.
• Evaluates key development strategies like acquisitions, product launches, mergers, collaborations, business expansions, agreements, partnerships, and R&D activities.
• Analyzes smaller market segments strategically, focusing on their potential, growth patterns, and impact on the overall market.
• Outlines the competitive landscape, assessing business and corporate strategies to monitor and dissect competitive advancements.

Our research scope provides comprehensive market data, insights, and analysis across a variety of critical areas. We cover Local Market Analysis, assessing consumer demographics, purchasing behaviors, and market size within specific regions to identify growth opportunities. Our Local Competition Review offers a detailed evaluation of competitors, including their strengths, weaknesses, and market positioning. We also conduct Local Regulatory Reviews to ensure businesses comply with relevant laws and regulations. Industry Analysis provides an in-depth look at market dynamics, key players, and trends. Additionally, we offer Cross-Segmental Analysis to identify synergies between different market segments, as well as Production-Consumption and Demand-Supply Analysis to optimize supply chain efficiency. Our Import-Export Analysis helps businesses navigate global trade environments by evaluating trade flows and policies. These insights empower clients to make informed strategic decisions, mitigate risks, and capitalize on market opportunities.

TABLE OF CONTENTS

1. Decision Intelligence Market Overview

• 1.1 Objectives of the Study
• 1.2 Decision Intelligence Market Definition and Scope of the Report
• 1.3 Report Limitations
• 1.4 Years & Currency Considered in the Study
• 1.5 Research Methodologies
  • 1.5.1 Secondary Research
  • 1.5.2 Primary Research
  • 1.5.3 Market Size Estimation - Top-Down Approach
  • 1.5.4 Market Size Estimation - Bottom-Up Approach
  • 1.5.5 Data Triangulation and Validation

2. Executive Summary

• 2.1 Summary
• 2.2 Key Opinion Leaders
• 2.3 Key Highlights of the Market, by Type
• 2.4 Key Highlights of the Market, by Product
• 2.5 Key Highlights of the Market, by Services
• 2.6 Key Highlights of the Market, by Technology
• 2.7 Key Highlights of the Market, by Component
• 2.8 Key Highlights of the Market, by Application
• 2.9 Key Highlights of the Market, by Deployment
• 2.10 Key Highlights of the Market, by End User
• 2.11 Key Highlights of the Market, by Functionality
• 2.12 Key Highlights of the Market, by North America
• 2.13 Key Highlights of the Market, by Europe
• 2.14 Key Highlights of the Market, by Asia-Pacific
• 2.15 Key Highlights of the Market, by Latin America
• 2.16 Key Highlights of the Market, by Middle East
• 2.17 Key Highlights of the Market, by Africa

3. Premium Insights on the Market

• 3.1 Market Attractiveness Analysis, by Region
• 3.2 Market Attractiveness Analysis, by Type
• 3.3 Market Attractiveness Analysis, by Product
• 3.4 Market Attractiveness Analysis, by Services
• 3.5 Market Attractiveness Analysis, by Technology
• 3.6 Market Attractiveness Analysis, by Component
• 3.7 Market Attractiveness Analysis, by Application
• 3.8 Market Attractiveness Analysis, by Deployment
• 3.9 Market Attractiveness Analysis, by End User
• 3.10 Market Attractiveness Analysis, by Functionality
• 3.11 Market Attractiveness Analysis, by North America
• 3.12 Market Attractiveness Analysis, by Europe
• 3.13 Market Attractiveness Analysis, by Asia-Pacific
• 3.14 Market Attractiveness Analysis, by Latin America
• 3.15 Market Attractiveness Analysis, by Middle East
• 3.16 Market Attractiveness Analysis, by Africa

4. Decision Intelligence Market Outlook

• 4.1 Decision Intelligence Market Segmentation
• 4.2 Market Dynamics
  • 4.2.1 Market Drivers
  • 4.2.2 Market Trends
  • 4.2.3 Market Restraints
  • 4.2.4 Market Opportunities
• 4.3 Porters Five Forces Analysis
  • 4.3.1 Threat of New Entrants
  • 4.3.2 Threat of Substitutes
  • 4.3.3 Bargaining Power of Buyers
  • 4.3.4 Bargaining Power of Supplier
  • 4.3.5 Competitive Rivalry
• 4.4 PESTLE Analysis
• 4.5 Value Chain Analysis
• 4.6 4Ps Model
• 4.7 ANSOFF Matrix

5. Decision Intelligence Market Strategy

• 5.1 Parent Market Analysis
• 5.2 Supply-Demand Analysis
• 5.3 Consumer Buying Interest
• 5.4 Case Study Analysis
• 5.5 Pricing Analysis
• 5.6 Regulatory Landscape
• 5.7 Supply Chain Analysis
• 5.8 Competition Product Analysis
• 5.9 Recent Developments

6. Decision Intelligence Market Size

• 6.1 Decision Intelligence Market Size, by Value
• 6.2 Decision Intelligence Market Size, by Volume

7. Decision Intelligence Market, by Type

• 7.1 Market Overview
• 7.2 Descriptive Analytics
  • 7.2.1 Key Market Trends & Opportunity Analysis
  • 7.2.2 Market Size and Forecast, by Region
• 7.3 Predictive Analytics
  • 7.3.1 Key Market Trends & Opportunity Analysis
  • 7.3.2 Market Size and Forecast, by Region
• 7.4 Prescriptive Analytics
  • 7.4.1 Key Market Trends & Opportunity Analysis
  • 7.4.2 Market Size and Forecast, by Region
• 7.5 Cognitive Analytics
  • 7.5.1 Key Market Trends & Opportunity Analysis
  • 7.5.2 Market Size and Forecast, by Region
• 7.6 Others
  • 7.6.1 Key Market Trends & Opportunity Analysis
  • 7.6.2 Market Size and Forecast, by Region

8. Decision Intelligence Market, by Product

• 8.1 Market Overview
• 8.2 Software
  • 8.2.1 Key Market Trends & Opportunity Analysis
  • 8.2.2 Market Size and Forecast, by Region
• 8.3 Platform
  • 8.3.1 Key Market Trends & Opportunity Analysis
  • 8.3.2 Market Size and Forecast, by Region
• 8.4 Tools
  • 8.4.1 Key Market Trends & Opportunity Analysis
  • 8.4.2 Market Size and Forecast, by Region
• 8.5 Others
  • 8.5.1 Key Market Trends & Opportunity Analysis
  • 8.5.2 Market Size and Forecast, by Region

9. Decision Intelligence Market, by Services

• 9.1 Market Overview
• 9.2 Consulting
  • 9.2.1 Key Market Trends & Opportunity Analysis
  • 9.2.2 Market Size and Forecast, by Region
• 9.3 Implementation
  • 9.3.1 Key Market Trends & Opportunity Analysis
  • 9.3.2 Market Size and Forecast, by Region
• 9.4 Support and Maintenance
  • 9.4.1 Key Market Trends & Opportunity Analysis
  • 9.4.2 Market Size and Forecast, by Region
• 9.5 Managed Services
  • 9.5.1 Key Market Trends & Opportunity Analysis
  • 9.5.2 Market Size and Forecast, by Region
• 9.6 Others
  • 9.6.1 Key Market Trends & Opportunity Analysis
  • 9.6.2 Market Size and Forecast, by Region

10. Decision Intelligence Market, by Technology

• 10.1 Market Overview
• 10.2 Machine Learning
  • 10.2.1 Key Market Trends & Opportunity Analysis
  • 10.2.2 Market Size and Forecast, by Region
• 10.3 Artificial Intelligence
  • 10.3.1 Key Market Trends & Opportunity Analysis
  • 10.3.2 Market Size and Forecast, by Region
• 10.4 Natural Language Processing
  • 10.4.1 Key Market Trends & Opportunity Analysis
  • 10.4.2 Market Size and Forecast, by Region
• 10.5 Data Mining
  • 10.5.1 Key Market Trends & Opportunity Analysis
  • 10.5.2 Market Size and Forecast, by Region
• 10.6 Others
  • 10.6.1 Key Market Trends & Opportunity Analysis
  • 10.6.2 Market Size and Forecast, by Region

11. Decision Intelligence Market, by Component

• 11.1 Market Overview
• 11.2 Solutions
  • 11.2.1 Key Market Trends & Opportunity Analysis
  • 11.2.2 Market Size and Forecast, by Region
• 11.3 Services
  • 11.3.1 Key Market Trends & Opportunity Analysis
  • 11.3.2 Market Size and Forecast, by Region
• 11.4 Others
  • 11.4.1 Key Market Trends & Opportunity Analysis
  • 11.4.2 Market Size and Forecast, by Region

12. Decision Intelligence Market, by Application

• 12.1 Market Overview
• 12.2 Supply Chain Optimization
  • 12.2.1 Key Market Trends & Opportunity Analysis
  • 12.2.2 Market Size and Forecast, by Region
• 12.3 Risk Management
  • 12.3.1 Key Market Trends & Opportunity Analysis
  • 12.3.2 Market Size and Forecast, by Region
• 12.4 Fraud Detection
  • 12.4.1 Key Market Trends & Opportunity Analysis
  • 12.4.2 Market Size and Forecast, by Region
• 12.5 Marketing Optimization
  • 12.5.1 Key Market Trends & Opportunity Analysis
  • 12.5.2 Market Size and Forecast, by Region
• 12.6 Customer Experience Management
  • 12.6.1 Key Market Trends & Opportunity Analysis
  • 12.6.2 Market Size and Forecast, by Region
• 12.7 Healthcare Management
  • 12.7.1 Key Market Trends & Opportunity Analysis
  • 12.7.2 Market Size and Forecast, by Region
• 12.8 Financial Planning
  • 12.8.1 Key Market Trends & Opportunity Analysis
  • 12.8.2 Market Size and Forecast, by Region
• 12.9 Others
  • 12.9.1 Key Market Trends & Opportunity Analysis
  • 12.9.2 Market Size and Forecast, by Region

13. Decision Intelligence Market, by Deployment

• 13.1 Market Overview
• 13.2 On-Premises
  • 13.2.1 Key Market Trends & Opportunity Analysis
  • 13.2.2 Market Size and Forecast, by Region
• 13.3 Cloud
  • 13.3.1 Key Market Trends & Opportunity Analysis
  • 13.3.2 Market Size and Forecast, by Region
• 13.4 Hybrid
  • 13.4.1 Key Market Trends & Opportunity Analysis
  • 13.4.2 Market Size and Forecast, by Region
• 13.5 Others
  • 13.5.1 Key Market Trends & Opportunity Analysis
  • 13.5.2 Market Size and Forecast, by Region

14. Decision Intelligence Market, by End User

• 14.1 Market Overview
• 14.2 BFSI
  • 14.2.1 Key Market Trends & Opportunity Analysis
  • 14.2.2 Market Size and Forecast, by Region
• 14.3 Retail
  • 14.3.1 Key Market Trends & Opportunity Analysis
  • 14.3.2 Market Size and Forecast, by Region
• 14.4 Healthcare
  • 14.4.1 Key Market Trends & Opportunity Analysis
  • 14.4.2 Market Size and Forecast, by Region
• 14.5 Manufacturing
  • 14.5.1 Key Market Trends & Opportunity Analysis
  • 14.5.2 Market Size and Forecast, by Region
• 14.6 Energy and Utilities
  • 14.6.1 Key Market Trends & Opportunity Analysis
  • 14.6.2 Market Size and Forecast, by Region
• 14.7 Telecommunications
  • 14.7.1 Key Market Trends & Opportunity Analysis
  • 14.7.2 Market Size and Forecast, by Region
• 14.8 Government
  • 14.8.1 Key Market Trends & Opportunity Analysis
  • 14.8.2 Market Size and Forecast, by Region
• 14.9 Others
  • 14.9.1 Key Market Trends & Opportunity Analysis
  • 14.9.2 Market Size and Forecast, by Region

15. Decision Intelligence Market, by Functionality

• 15.1 Market Overview
• 15.2 Decision Support
  • 15.2.1 Key Market Trends & Opportunity Analysis
  • 15.2.2 Market Size and Forecast, by Region
• 15.3 Decision Automation
  • 15.3.1 Key Market Trends & Opportunity Analysis
  • 15.3.2 Market Size and Forecast, by Region
• 15.4 Decision Augmentation
  • 15.4.1 Key Market Trends & Opportunity Analysis
  • 15.4.2 Market Size and Forecast, by Region
• 15.5 Others
  • 15.5.1 Key Market Trends & Opportunity Analysis
  • 15.5.2 Market Size and Forecast, by Region

16. Decision Intelligence Market, by Region

• 16.1 Overview
• 16.2 North America
  • 16.2.1 Key Market Trends and Opportunities
  • 16.2.2 North America Market Size and Forecast, by Type
  • 16.2.3 North America Market Size and Forecast, by Product
  • 16.2.4 North America Market Size and Forecast, by Services
  • 16.2.5 North America Market Size and Forecast, by Technology
  • 16.2.6 North America Market Size and Forecast, by Component
  • 16.2.7 North America Market Size and Forecast, by Application
  • 16.2.8 North America Market Size and Forecast, by Deployment
  • 16.2.9 North America Market Size and Forecast, by End User
  • 16.2.10 North America Market Size and Forecast, by Functionality
  • 16.2.11 North America Market Size and Forecast, by Country
  • 16.2.12 United States
    • 16.2.9.1 United States Market Size and Forecast, by Type
    • 16.2.9.2 United States Market Size and Forecast, by Product
    • 16.2.9.3 United States Market Size and Forecast, by Services
    • 16.2.9.4 United States Market Size and Forecast, by Technology
    • 16.2.9.5 United States Market Size and Forecast, by Component
    • 16.2.9.6 United States Market Size and Forecast, by Application
    • 16.2.9.7 United States Market Size and Forecast, by Deployment
    • 16.2.9.8 United States Market Size and Forecast, by End User
    • 16.2.9.9 United States Market Size and Forecast, by Functionality
    • 16.2.9.10 Local Competition Analysis
    • 16.2.9.11 Local Market Analysis
  • 16.2.1 Canada
    • 16.2.10.1 Canada Market Size and Forecast, by Type
    • 16.2.10.2 Canada Market Size and Forecast, by Product
    • 16.2.10.3 Canada Market Size and Forecast, by Services
    • 16.2.10.4 Canada Market Size and Forecast, by Technology
    • 16.2.10.5 Canada Market Size and Forecast, by Component
    • 16.2.10.6 Canada Market Size and Forecast, by Application
    • 16.2.10.7 Canada Market Size and Forecast, by Deployment
    • 16.2.10.8 Canada Market Size and Forecast, by End User
    • 16.2.10.9 Canada Market Size and Forecast, by Functionality
    • 16.2.10.10 Local Competition Analysis
    • 16.2.10.11 Local Market Analysis
• 16.1 Europe
  • 16.3.1 Key Market Trends and Opportunities
  • 16.3.2 Europe Market Size and Forecast, by Type
  • 16.3.3 Europe Market Size and Forecast, by Product
  • 16.3.4 Europe Market Size and Forecast, by Services
  • 16.3.5 Europe Market Size and Forecast, by Technology
  • 16.3.6 Europe Market Size and Forecast, by Component
  • 16.3.7 Europe Market Size and Forecast, by Application
  • 16.3.8 Europe Market Size and Forecast, by Deployment
  • 16.3.9 Europe Market Size and Forecast, by End User
  • 16.3.10 Europe Market Size and Forecast, by Functionality
  • 16.3.11 Europe Market Size and Forecast, by Country
  • 16.3.12 United Kingdom
    • 16.3.9.1 United Kingdom Market Size and Forecast, by Type
    • 16.3.9.2 United Kingdom Market Size and Forecast, by Product
    • 16.3.9.3 United Kingdom Market Size and Forecast, by Services
    • 16.3.9.4 United Kingdom Market Size and Forecast, by Technology
    • 16.3.9.5 United Kingdom Market Size and Forecast, by Component
    • 16.3.9.6 United Kingdom Market Size and Forecast, by Application
    • 16.3.9.7 United Kingdom Market Size and Forecast, by Deployment
    • 16.3.9.8 United Kingdom Market Size and Forecast, by End User
    • 16.3.9.9 United Kingdom Market Size and Forecast, by Functionality
    • 16.3.9.10 Local Competition Analysis
    • 16.3.9.11 Local Market Analysis
  • 16.3.1 Germany
    • 16.3.10.1 Germany Market Size and Forecast, by Type
    • 16.3.10.2 Germany Market Size and Forecast, by Product
    • 16.3.10.3 Germany Market Size and Forecast, by Services
    • 16.3.10.4 Germany Market Size and Forecast, by Technology
    • 16.3.10.5 Germany Market Size and Forecast, by Component
    • 16.3.10.6 Germany Market Size and Forecast, by Application
    • 16.3.10.7 Germany Market Size and Forecast, by Deployment
    • 16.3.10.8 Germany Market Size and Forecast, by End User
    • 16.3.10.9 Germany Market Size and Forecast, by Functionality
    • 16.3.10.10 Local Competition Analysis
    • 16.3.10.11 Local Market Analysis
  • 16.3.1 France
    • 16.3.11.1 France Market Size and Forecast, by Type
    • 16.3.11.2 France Market Size and Forecast, by Product
    • 16.3.11.3 France Market Size and Forecast, by Services
    • 16.3.11.4 France Market Size and Forecast, by Technology
    • 16.3.11.5 France Market Size and Forecast, by Component
    • 16.3.11.6 France Market Size and Forecast, by Application
    • 16.3.11.7 France Market Size and Forecast, by Deployment
    • 16.3.11.8 France Market Size and Forecast, by End User
    • 16.3.11.9 France Market Size and Forecast, by Functionality
    • 16.3.11.10 Local Competition Analysis
    • 16.3.11.11 Local Market Analysis
  • 16.3.1 Spain
    • 16.3.12.1 Spain Market Size and Forecast, by Type
    • 16.3.12.2 Spain Market Size and Forecast, by Product
    • 16.3.12.3 Spain Market Size and Forecast, by Services
    • 16.3.12.4 Spain Market Size and Forecast, by Technology
    • 16.3.12.5 Spain Market Size and Forecast, by Component
    • 16.3.12.6 Spain Market Size and Forecast, by Application
    • 16.3.12.7 Spain Market Size and Forecast, by Deployment
    • 16.3.12.8 Spain Market Size and Forecast, by End User
    • 16.3.12.9 Spain Market Size and Forecast, by Functionality
    • 16.3.12.10 Local Competition Analysis
    • 16.3.12.11 Local Market Analysis
  • 16.3.1 Italy
    • 16.3.13.1 Italy Market Size and Forecast, by Type
    • 16.3.13.2 Italy Market Size and Forecast, by Product
    • 16.3.13.3 Italy Market Size and Forecast, by Services
    • 16.3.13.4 Italy Market Size and Forecast, by Technology
    • 16.3.13.5 Italy Market Size and Forecast, by Component
    • 16.3.13.6 Italy Market Size and Forecast, by Application
    • 16.3.13.7 Italy Market Size and Forecast, by Deployment
    • 16.3.13.8 Italy Market Size and Forecast, by End User
    • 16.3.13.9 Italy Market Size and Forecast, by Functionality
    • 16.3.13.10 Local Competition Analysis
    • 16.3.13.11 Local Market Analysis
  • 16.3.1 Netherlands
    • 16.3.14.1 Netherlands Market Size and Forecast, by Type
    • 16.3.14.2 Netherlands Market Size and Forecast, by Product
    • 16.3.14.3 Netherlands Market Size and Forecast, by Services
    • 16.3.14.4 Netherlands Market Size and Forecast, by Technology
    • 16.3.14.5 Netherlands Market Size and Forecast, by Component
    • 16.3.14.6 Netherlands Market Size and Forecast, by Application
    • 16.3.14.7 Netherlands Market Size and Forecast, by Deployment
    • 16.3.14.8 Netherlands Market Size and Forecast, by End User
    • 16.3.14.9 Netherlands Market Size and Forecast, by Functionality
    • 16.3.14.10 Local Competition Analysis
    • 16.3.14.11 Local Market Analysis
  • 16.3.1 Sweden
    • 16.3.15.1 Sweden Market Size and Forecast, by Type
    • 16.3.15.2 Sweden Market Size and Forecast, by Product
    • 16.3.15.3 Sweden Market Size and Forecast, by Services
    • 16.3.15.4 Sweden Market Size and Forecast, by Technology
    • 16.3.15.5 Sweden Market Size and Forecast, by Component
    • 16.3.15.6 Sweden Market Size and Forecast, by Application
    • 16.3.15.7 Sweden Market Size and Forecast, by Deployment
    • 16.3.15.8 Sweden Market Size and Forecast, by End User
    • 16.3.15.9 Sweden Market Size and Forecast, by Functionality
    • 16.3.15.10 Local Competition Analysis
    • 16.3.15.11 Local Market Analysis
  • 16.3.1 Switzerland
    • 16.3.16.1 Switzerland Market Size and Forecast, by Type
    • 16.3.16.2 Switzerland Market Size and Forecast, by Product
    • 16.3.16.3 Switzerland Market Size and Forecast, by Services
    • 16.3.16.4 Switzerland Market Size and Forecast, by Technology
    • 16.3.16.5 Switzerland Market Size and Forecast, by Component
    • 16.3.16.6 Switzerland Market Size and Forecast, by Application
    • 16.3.16.7 Switzerland Market Size and Forecast, by Deployment
    • 16.3.16.8 Switzerland Market Size and Forecast, by End User
    • 16.3.16.9 Switzerland Market Size and Forecast, by Functionality
    • 16.3.16.10 Local Competition Analysis
    • 16.3.16.11 Local Market Analysis
  • 16.3.1 Denmark
    • 16.3.17.1 Denmark Market Size and Forecast, by Type
    • 16.3.17.2 Denmark Market Size and Forecast, by Product
    • 16.3.17.3 Denmark Market Size and Forecast, by Services
    • 16.3.17.4 Denmark Market Size and Forecast, by Technology
    • 16.3.17.5 Denmark Market Size and Forecast, by Component
    • 16.3.17.6 Denmark Market Size and Forecast, by Application
    • 16.3.17.7 Denmark Market Size and Forecast, by Deployment
    • 16.3.17.8 Denmark Market Size and Forecast, by End User
    • 16.3.17.9 Denmark Market Size and Forecast, by Functionality
    • 16.3.17.10 Local Competition Analysis
    • 16.3.17.11 Local Market Analysis
  • 16.3.1 Finland
    • 16.3.18.1 Finland Market Size and Forecast, by Type
    • 16.3.18.2 Finland Market Size and Forecast, by Product
    • 16.3.18.3 Finland Market Size and Forecast, by Services
    • 16.3.18.4 Finland Market Size and Forecast, by Technology
    • 16.3.18.5 Finland Market Size and Forecast, by Component
    • 16.3.18.6 Finland Market Size and Forecast, by Application
    • 16.3.18.7 Finland Market Size and Forecast, by Deployment
    • 16.3.18.8 Finland Market Size and Forecast, by End User
    • 16.3.18.9 Finland Market Size and Forecast, by Functionality
    • 16.3.18.10 Local Competition Analysis
    • 16.3.18.11 Local Market Analysis
  • 16.3.1 Russia
    • 16.3.19.1 Russia Market Size and Forecast, by Type
    • 16.3.19.2 Russia Market Size and Forecast, by Product
    • 16.3.19.3 Russia Market Size and Forecast, by Services
    • 16.3.19.4 Russia Market Size and Forecast, by Technology
    • 16.3.19.5 Russia Market Size and Forecast, by Component
    • 16.3.19.6 Russia Market Size and Forecast, by Application
    • 16.3.19.7 Russia Market Size and Forecast, by Deployment
    • 16.3.19.8 Russia Market Size and Forecast, by End User
    • 16.3.19.9 Russia Market Size and Forecast, by Functionality
    • 16.3.19.10 Local Competition Analysis
    • 16.3.19.11 Local Market Analysis
  • 16.3.1 Rest of Europe
    • 16.3.20.1 Rest of Europe Market Size and Forecast, by Type
    • 16.3.20.2 Rest of Europe Market Size and Forecast, by Product
    • 16.3.20.3 Rest of Europe Market Size and Forecast, by Services
    • 16.3.20.4 Rest of Europe Market Size and Forecast, by Technology
    • 16.3.20.5 Rest of Europe Market Size and Forecast, by Component
    • 16.3.20.6 Rest of Europe Market Size and Forecast, by Application
    • 16.3.20.7 Rest of Europe Market Size and Forecast, by Deployment
    • 16.3.20.8 Rest of Europe Market Size and Forecast, by End User
    • 16.3.20.9 Rest of Europe Market Size and Forecast, by Functionality
    • 16.3.20.10 Local Competition Analysis
    • 16.3.20.11 Local Market Analysis
• 16.1 Asia-Pacific
  • 16.4.1 Key Market Trends and Opportunities
  • 16.4.2 Asia-Pacific Market Size and Forecast, by Type
  • 16.4.3 Asia-Pacific Market Size and Forecast, by Product
  • 16.4.4 Asia-Pacific Market Size and Forecast, by Services
  • 16.4.5 Asia-Pacific Market Size and Forecast, by Technology
  • 16.4.6 Asia-Pacific Market Size and Forecast, by Component
  • 16.4.7 Asia-Pacific Market Size and Forecast, by Application
  • 16.4.8 Asia-Pacific Market Size and Forecast, by Deployment
  • 16.4.9 Asia-Pacific Market Size and Forecast, by End User
  • 16.4.10 Asia-Pacific Market Size and Forecast, by Functionality
  • 16.4.11 Asia-Pacific Market Size and Forecast, by Country
  • 16.4.12 China
    • 16.4.9.1 China Market Size and Forecast, by Type
    • 16.4.9.2 China Market Size and Forecast, by Product
    • 16.4.9.3 China Market Size and Forecast, by Services
    • 16.4.9.4 China Market Size and Forecast, by Technology
    • 16.4.9.5 China Market Size and Forecast, by Component
    • 16.4.9.6 China Market Size and Forecast, by Application
    • 16.4.9.7 China Market Size and Forecast, by Deployment
    • 16.4.9.8 China Market Size and Forecast, by End User
    • 16.4.9.9 China Market Size and Forecast, by Functionality
    • 16.4.9.10 Local Competition Analysis
    • 16.4.9.11 Local Market Analysis
  • 16.4.1 India
    • 16.4.10.1 India Market Size and Forecast, by Type
    • 16.4.10.2 India Market Size and Forecast, by Product
    • 16.4.10.3 India Market Size and Forecast, by Services
    • 16.4.10.4 India Market Size and Forecast, by Technology
    • 16.4.10.5 India Market Size and Forecast, by Component
    • 16.4.10.6 India Market Size and Forecast, by Application
    • 16.4.10.7 India Market Size and Forecast, by Deployment
    • 16.4.10.8 India Market Size and Forecast, by End User
    • 16.4.10.9 India Market Size and Forecast, by Functionality
    • 16.4.10.10 Local Competition Analysis
    • 16.4.10.11 Local Market Analysis
  • 16.4.1 Japan
    • 16.4.11.1 Japan Market Size and Forecast, by Type
    • 16.4.11.2 Japan Market Size and Forecast, by Product
    • 16.4.11.3 Japan Market Size and Forecast, by Services
    • 16.4.11.4 Japan Market Size and Forecast, by Technology
    • 16.4.11.5 Japan Market Size and Forecast, by Component
    • 16.4.11.6 Japan Market Size and Forecast, by Application
    • 16.4.11.7 Japan Market Size and Forecast, by Deployment
    • 16.4.11.8 Japan Market Size and Forecast, by End User
    • 16.4.11.9 Japan Market Size and Forecast, by Functionality
    • 16.4.11.10 Local Competition Analysis
    • 16.4.11.11 Local Market Analysis
  • 16.4.1 South Korea
    • 16.4.12.1 South Korea Market Size and Forecast, by Type
    • 16.4.12.2 South Korea Market Size and Forecast, by Product
    • 16.4.12.3 South Korea Market Size and Forecast, by Services
    • 16.4.12.4 South Korea Market Size and Forecast, by Technology
    • 16.4.12.5 South Korea Market Size and Forecast, by Component
    • 16.4.12.6 South Korea Market Size and Forecast, by Application
    • 16.4.12.7 South Korea Market Size and Forecast, by Deployment
    • 16.4.12.8 South Korea Market Size and Forecast, by End User
    • 16.4.12.9 South Korea Market Size and Forecast, by Functionality
    • 16.4.12.10 Local Competition Analysis
    • 16.4.12.11 Local Market Analysis
  • 16.4.1 Australia
    • 16.4.13.1 Australia Market Size and Forecast, by Type
    • 16.4.13.2 Australia Market Size and Forecast, by Product
    • 16.4.13.3 Australia Market Size and Forecast, by Services
    • 16.4.13.4 Australia Market Size and Forecast, by Technology
    • 16.4.13.5 Australia Market Size and Forecast, by Component
    • 16.4.13.6 Australia Market Size and Forecast, by Application
    • 16.4.13.7 Australia Market Size and Forecast, by Deployment
    • 16.4.13.8 Australia Market Size and Forecast, by End User
    • 16.4.13.9 Australia Market Size and Forecast, by Functionality
    • 16.4.13.10 Local Competition Analysis
    • 16.4.13.11 Local Market Analysis
  • 16.4.1 Singapore
    • 16.4.14.1 Singapore Market Size and Forecast, by Type
    • 16.4.14.2 Singapore Market Size and Forecast, by Product
    • 16.4.14.3 Singapore Market Size and Forecast, by Services
    • 16.4.14.4 Singapore Market Size and Forecast, by Technology
    • 16.4.14.5 Singapore Market Size and Forecast, by Component
    • 16.4.14.6 Singapore Market Size and Forecast, by Application
    • 16.4.14.7 Singapore Market Size and Forecast, by Deployment
    • 16.4.14.8 Singapore Market Size and Forecast, by End User
    • 16.4.14.9 Singapore Market Size and Forecast, by Functionality
    • 16.4.14.10 Local Competition Analysis
    • 16.4.14.11 Local Market Analysis
  • 16.4.1 Indonesia
    • 16.4.15.1 Indonesia Market Size and Forecast, by Type
    • 16.4.15.2 Indonesia Market Size and Forecast, by Product
    • 16.4.15.3 Indonesia Market Size and Forecast, by Services
    • 16.4.15.4 Indonesia Market Size and Forecast, by Technology
    • 16.4.15.5 Indonesia Market Size and Forecast, by Component
    • 16.4.15.6 Indonesia Market Size and Forecast, by Application
    • 16.4.15.7 Indonesia Market Size and Forecast, by Deployment
    • 16.4.15.8 Indonesia Market Size and Forecast, by End User
    • 16.4.15.9 Indonesia Market Size and Forecast, by Functionality
    • 16.4.15.10 Local Competition Analysis
    • 16.4.15.11 Local Market Analysis
  • 16.4.1 Taiwan
    • 16.4.16.1 Taiwan Market Size and Forecast, by Type
    • 16.4.16.2 Taiwan Market Size and Forecast, by Product
    • 16.4.16.3 Taiwan Market Size and Forecast, by Services
    • 16.4.16.4 Taiwan Market Size and Forecast, by Technology
    • 16.4.16.5 Taiwan Market Size and Forecast, by Component
    • 16.4.16.6 Taiwan Market Size and Forecast, by Application
    • 16.4.16.7 Taiwan Market Size and Forecast, by Deployment
    • 16.4.16.8 Taiwan Market Size and Forecast, by End User
    • 16.4.16.9 Taiwan Market Size and Forecast, by Functionality
    • 16.4.16.10 Local Competition Analysis
    • 16.4.16.11 Local Market Analysis
  • 16.4.1 Malaysia
    • 16.4.17.1 Malaysia Market Size and Forecast, by Type
    • 16.4.17.2 Malaysia Market Size and Forecast, by Product
    • 16.4.17.3 Malaysia Market Size and Forecast, by Services
    • 16.4.17.4 Malaysia Market Size and Forecast, by Technology
    • 16.4.17.5 Malaysia Market Size and Forecast, by Component
    • 16.4.17.6 Malaysia Market Size and Forecast, by Application
    • 16.4.17.7 Malaysia Market Size and Forecast, by Deployment
    • 16.4.17.8 Malaysia Market Size and Forecast, by End User
    • 16.4.17.9 Malaysia Market Size and Forecast, by Functionality
    • 16.4.17.10 Local Competition Analysis
    • 16.4.17.11 Local Market Analysis
  • 16.4.1 Rest of Asia-Pacific
    • 16.4.18.1 Rest of Asia-Pacific Market Size and Forecast, by Type
    • 16.4.18.2 Rest of Asia-Pacific Market Size and Forecast, by Product
    • 16.4.18.3 Rest of Asia-Pacific Market Size and Forecast, by Services
    • 16.4.18.4 Rest of Asia-Pacific Market Size and Forecast, by Technology
    • 16.4.18.5 Rest of Asia-Pacific Market Size and Forecast, by Component
    • 16.4.18.6 Rest of Asia-Pacific Market Size and Forecast, by Application
    • 16.4.18.7 Rest of Asia-Pacific Market Size and Forecast, by Deployment
    • 16.4.18.8 Rest of Asia-Pacific Market Size and Forecast, by End User
    • 16.4.18.9 Rest of Asia-Pacific Market Size and Forecast, by Functionality
    • 16.4.18.10 Local Competition Analysis
    • 16.4.18.11 Local Market Analysis
• 16.1 Latin America
  • 16.5.1 Key Market Trends and Opportunities
  • 16.5.2 Latin America Market Size and Forecast, by Type
  • 16.5.3 Latin America Market Size and Forecast, by Product
  • 16.5.4 Latin America Market Size and Forecast, by Services
  • 16.5.5 Latin America Market Size and Forecast, by Technology
  • 16.5.6 Latin America Market Size and Forecast, by Component
  • 16.5.7 Latin America Market Size and Forecast, by Application
  • 16.5.8 Latin America Market Size and Forecast, by Deployment
  • 16.5.9 Latin America Market Size and Forecast, by End User
  • 16.5.10 Latin America Market Size and Forecast, by Functionality
  • 16.5.11 Latin America Market Size and Forecast, by Country
  • 16.5.12 Brazil
    • 16.5.9.1 Brazil Market Size and Forecast, by Type
    • 16.5.9.2 Brazil Market Size and Forecast, by Product
    • 16.5.9.3 Brazil Market Size and Forecast, by Services
    • 16.5.9.4 Brazil Market Size and Forecast, by Technology
    • 16.5.9.5 Brazil Market Size and Forecast, by Component
    • 16.5.9.6 Brazil Market Size and Forecast, by Application
    • 16.5.9.7 Brazil Market Size and Forecast, by Deployment
    • 16.5.9.8 Brazil Market Size and Forecast, by End User
    • 16.5.9.9 Brazil Market Size and Forecast, by Functionality
    • 16.5.9.10 Local Competition Analysis
    • 16.5.9.11 Local Market Analysis
  • 16.5.1 Mexico
    • 16.5.10.1 Mexico Market Size and Forecast, by Type
    • 16.5.10.2 Mexico Market Size and Forecast, by Product
    • 16.5.10.3 Mexico Market Size and Forecast, by Services
    • 16.5.10.4 Mexico Market Size and Forecast, by Technology
    • 16.5.10.5 Mexico Market Size and Forecast, by Component
    • 16.5.10.6 Mexico Market Size and Forecast, by Application
    • 16.5.10.7 Mexico Market Size and Forecast, by Deployment
    • 16.5.10.8 Mexico Market Size and Forecast, by End User
    • 16.5.10.9 Mexico Market Size and Forecast, by Functionality
    • 16.5.10.10 Local Competition Analysis
    • 16.5.10.11 Local Market Analysis
  • 16.5.1 Argentina
    • 16.5.11.1 Argentina Market Size and Forecast, by Type
    • 16.5.11.2 Argentina Market Size and Forecast, by Product
    • 16.5.11.3 Argentina Market Size and Forecast, by Services
    • 16.5.11.4 Argentina Market Size and Forecast, by Technology
    • 16.5.11.5 Argentina Market Size and Forecast, by Component
    • 16.5.11.6 Argentina Market Size and Forecast, by Application
    • 16.5.11.7 Argentina Market Size and Forecast, by Deployment
    • 16.5.11.8 Argentina Market Size and Forecast, by End User
    • 16.5.11.9 Argentina Market Size and Forecast, by Functionality
    • 16.5.11.10 Local Competition Analysis
    • 16.5.11.11 Local Market Analysis
  • 16.5.1 Rest of Latin America
    • 16.5.12.1 Rest of Latin America Market Size and Forecast, by Type
    • 16.5.12.2 Rest of Latin America Market Size and Forecast, by Product
    • 16.5.12.3 Rest of Latin America Market Size and Forecast, by Services
    • 16.5.12.4 Rest of Latin America Market Size and Forecast, by Technology
    • 16.5.12.5 Rest of Latin America Market Size and Forecast, by Component
    • 16.5.12.6 Rest of Latin America Market Size and Forecast, by Application
    • 16.5.12.7 Rest of Latin America Market Size and Forecast, by Deployment
    • 16.5.12.8 Rest of Latin America Market Size and Forecast, by End User
    • 16.5.12.9 Rest of Latin America Market Size and Forecast, by Functionality
    • 16.5.12.10 Local Competition Analysis
    • 16.5.12.11 Local Market Analysis
• 16.1 Middle East and Africa
  • 16.6.1 Key Market Trends and Opportunities
  • 16.6.2 Middle East and Africa Market Size and Forecast, by Type
  • 16.6.3 Middle East and Africa Market Size and Forecast, by Product
  • 16.6.4 Middle East and Africa Market Size and Forecast, by Services
  • 16.6.5 Middle East and Africa Market Size and Forecast, by Technology
  • 16.6.6 Middle East and Africa Market Size and Forecast, by Component
  • 16.6.7 Middle East and Africa Market Size and Forecast, by Application
  • 16.6.8 Middle East and Africa Market Size and Forecast, by Deployment
  • 16.6.9 Middle East and Africa Market Size and Forecast, by End User
  • 16.6.10 Middle East and Africa Market Size and Forecast, by Functionality
  • 16.6.11 Middle East and Africa Market Size and Forecast, by Country
  • 16.6.12 Saudi Arabia
    • 16.6.9.1 Saudi Arabia Market Size and Forecast, by Type
    • 16.6.9.2 Saudi Arabia Market Size and Forecast, by Product
    • 16.6.9.3 Saudi Arabia Market Size and Forecast, by Services
    • 16.6.9.4 Saudi Arabia Market Size and Forecast, by Technology
    • 16.6.9.5 Saudi Arabia Market Size and Forecast, by Component
    • 16.6.9.6 Saudi Arabia Market Size and Forecast, by Application
    • 16.6.9.7 Saudi Arabia Market Size and Forecast, by Deployment
    • 16.6.9.8 Saudi Arabia Market Size and Forecast, by End User
    • 16.6.9.9 Saudi Arabia Market Size and Forecast, by Functionality
    • 16.6.9.10 Local Competition Analysis
    • 16.6.9.11 Local Market Analysis
  • 16.6.1 UAE
    • 16.6.10.1 UAE Market Size and Forecast, by Type
    • 16.6.10.2 UAE Market Size and Forecast, by Product
    • 16.6.10.3 UAE Market Size and Forecast, by Services
    • 16.6.10.4 UAE Market Size and Forecast, by Technology
    • 16.6.10.5 UAE Market Size and Forecast, by Component
    • 16.6.10.6 UAE Market Size and Forecast, by Application
    • 16.6.10.7 UAE Market Size and Forecast, by Deployment
    • 16.6.10.8 UAE Market Size and Forecast, by End User
    • 16.6.10.9 UAE Market Size and Forecast, by Functionality
    • 16.6.10.10 Local Competition Analysis
    • 16.6.10.11 Local Market Analysis
  • 16.6.1 South Africa
    • 16.6.11.1 South Africa Market Size and Forecast, by Type
    • 16.6.11.2 South Africa Market Size and Forecast, by Product
    • 16.6.11.3 South Africa Market Size and Forecast, by Services
    • 16.6.11.4 South Africa Market Size and Forecast, by Technology
    • 16.6.11.5 South Africa Market Size and Forecast, by Component
    • 16.6.11.6 South Africa Market Size and Forecast, by Application
    • 16.6.11.7 South Africa Market Size and Forecast, by Deployment
    • 16.6.11.8 South Africa Market Size and Forecast, by End User
    • 16.6.11.9 South Africa Market Size and Forecast, by Functionality
    • 16.6.11.10 Local Competition Analysis
    • 16.6.11.11 Local Market Analysis
  • 16.6.1 Rest of MEA
    • 16.6.12.1 Rest of MEA Market Size and Forecast, by Type
    • 16.6.12.2 Rest of MEA Market Size and Forecast, by Product
    • 16.6.12.3 Rest of MEA Market Size and Forecast, by Services
    • 16.6.12.4 Rest of MEA Market Size and Forecast, by Technology
    • 16.6.12.5 Rest of MEA Market Size and Forecast, by Component
    • 16.6.12.6 Rest of MEA Market Size and Forecast, by Application
    • 16.6.12.7 Rest of MEA Market Size and Forecast, by Deployment
    • 16.6.12.8 Rest of MEA Market Size and Forecast, by End User
    • 16.6.12.9 Rest of MEA Market Size and Forecast, by Functionality
    • 16.6.12.10 Local Competition Analysis
    • 16.6.12.11 Local Market Analysis

17. Competitive Landscape

• 17.1 Overview
• 17.2 Market Share Analysis
• 17.3 Key Player Positioning
• 17.4 Competitive Leadership Mapping
  • 17.4.1 Star Players
  • 17.4.2 Innovators
  • 17.4.3 Emerging Players
• 17.5 Vendor Benchmarking
• 17.6 Developmental Strategy Benchmarking
  • 17.6.1 New Product Developments
  • 17.6.2 Product Launches
  • 17.6.3 Business Expansions
  • 17.6.4 Partnerships, Joint Ventures, and Collaborations
  • 17.6.5 Mergers and Acquisitions

18. Company Profiles

• 18.1 Fractal Analytics
  • 18.1.1 Company Overview
  • 18.1.2 Company Snapshot
  • 18.1.3 Business Segments
  • 18.1.4 Business Performance
  • 18.1.5 Product Offerings
  • 18.1.6 Key Developmental Strategies
  • 18.1.7 SWOT Analysis
• 18.2 SAS Institute
  • 18.2.1 Company Overview
  • 18.2.2 Company Snapshot
  • 18.2.3 Business Segments
  • 18.2.4 Business Performance
  • 18.2.5 Product Offerings
  • 18.2.6 Key Developmental Strategies
  • 18.2.7 SWOT Analysis
• 18.3 RapidMiner
  • 18.3.1 Company Overview
  • 18.3.2 Company Snapshot
  • 18.3.3 Business Segments
  • 18.3.4 Business Performance
  • 18.3.5 Product Offerings
  • 18.3.6 Key Developmental Strategies
  • 18.3.7 SWOT Analysis
• 18.4 DataRobot
  • 18.4.1 Company Overview
  • 18.4.2 Company Snapshot
  • 18.4.3 Business Segments
  • 18.4.4 Business Performance
  • 18.4.5 Product Offerings
  • 18.4.6 Key Developmental Strategies
  • 18.4.7 SWOT Analysis
• 18.5 H2O.ai
  • 18.5.1 Company Overview
  • 18.5.2 Company Snapshot
  • 18.5.3 Business Segments
  • 18.5.4 Business Performance
  • 18.5.5 Product Offerings
  • 18.5.6 Key Developmental Strategies
  • 18.5.7 SWOT Analysis
• 18.6 TIBCO Software
  • 18.6.1 Company Overview
  • 18.6.2 Company Snapshot
  • 18.6.3 Business Segments
  • 18.6.4 Business Performance
  • 18.6.5 Product Offerings
  • 18.6.6 Key Developmental Strategies
  • 18.6.7 SWOT Analysis
• 18.7 Qlik
  • 18.7.1 Company Overview
  • 18.7.2 Company Snapshot
  • 18.7.3 Business Segments
  • 18.7.4 Business Performance
  • 18.7.5 Product Offerings
  • 18.7.6 Key Developmental Strategies
  • 18.7.7 SWOT Analysis
• 18.8 Alteryx
  • 18.8.1 Company Overview
  • 18.8.2 Company Snapshot
  • 18.8.3 Business Segments
  • 18.8.4 Business Performance
  • 18.8.5 Product Offerings
  • 18.8.6 Key Developmental Strategies
  • 18.8.7 SWOT Analysis
• 18.9 Domo
  • 18.9.1 Company Overview
  • 18.9.2 Company Snapshot
  • 18.9.3 Business Segments
  • 18.9.4 Business Performance
  • 18.9.5 Product Offerings
  • 18.9.6 Key Developmental Strategies
  • 18.9.7 SWOT Analysis
• 18.10 Sisense
  • 18.10.1 Company Overview
  • 18.10.2 Company Snapshot
  • 18.10.3 Business Segments
  • 18.10.4 Business Performance
  • 18.10.5 Product Offerings
  • 18.10.6 Key Developmental Strategies
  • 18.10.7 SWOT Analysis
• 18.11 Board International
  • 18.11.1 Company Overview
  • 18.11.2 Company Snapshot
  • 18.11.3 Business Segments
  • 18.11.4 Business Performance
  • 18.11.5 Product Offerings
  • 18.11.6 Key Developmental Strategies
  • 18.11.7 SWOT Analysis
• 18.12 GoodData
  • 18.12.1 Company Overview
  • 18.12.2 Company Snapshot
  • 18.12.3 Business Segments
  • 18.12.4 Business Performance
  • 18.12.5 Product Offerings
  • 18.12.6 Key Developmental Strategies
  • 18.12.7 SWOT Analysis
• 18.13 Yellowfin BI
  • 18.13.1 Company Overview
  • 18.13.2 Company Snapshot
  • 18.13.3 Business Segments
  • 18.13.4 Business Performance
  • 18.13.5 Product Offerings
  • 18.13.6 Key Developmental Strategies
  • 18.13.7 SWOT Analysis
• 18.14 Looker
  • 18.14.1 Company Overview
  • 18.14.2 Company Snapshot
  • 18.14.3 Business Segments
  • 18.14.4 Business Performance
  • 18.14.5 Product Offerings
  • 18.14.6 Key Developmental Strategies
  • 18.14.7 SWOT Analysis
• 18.15 ThoughtSpot
  • 18.15.1 Company Overview
  • 18.15.2 Company Snapshot
  • 18.15.3 Business Segments
  • 18.15.4 Business Performance
  • 18.15.5 Product Offerings
  • 18.15.6 Key Developmental Strategies
  • 18.15.7 SWOT Analysis
• 18.16 Birst
  • 18.16.1 Company Overview
  • 18.16.2 Company Snapshot
  • 18.16.3 Business Segments
  • 18.16.4 Business Performance
  • 18.16.5 Product Offerings
  • 18.16.6 Key Developmental Strategies
  • 18.16.7 SWOT Analysis
• 18.17 Informatica
  • 18.17.1 Company Overview
  • 18.17.2 Company Snapshot
  • 18.17.3 Business Segments
  • 18.17.4 Business Performance
  • 18.17.5 Product Offerings
  • 18.17.6 Key Developmental Strategies
  • 18.17.7 SWOT Analysis
• 18.18 MicroStrategy
  • 18.18.1 Company Overview
  • 18.18.2 Company Snapshot
  • 18.18.3 Business Segments
  • 18.18.4 Business Performance
  • 18.18.5 Product Offerings
  • 18.18.6 Key Developmental Strategies
  • 18.18.7 SWOT Analysis
• 18.19 Information Builders
  • 18.19.1 Company Overview
  • 18.19.2 Company Snapshot
  • 18.19.3 Business Segments
  • 18.19.4 Business Performance
  • 18.19.5 Product Offerings
  • 18.19.6 Key Developmental Strategies
  • 18.19.7 SWOT Analysis
• 18.20 Zoho Analytics
  • 18.20.1 Company Overview
  • 18.20.2 Company Snapshot
  • 18.20.3 Business Segments
  • 18.20.4 Business Performance
  • 18.20.5 Product Offerings
  • 18.20.6 Key Developmental Strategies
  • 18.20.7 SWOT Analysis

관련자료