AaaS(Analytics as a Service) 시장 예측(-2029년) : 오퍼링별, 데이터 유형별, 데이터 처리별, 애널리틱스 유형별, 업계별, 지역별
Analytics as a Service Market by Offering ((Software by Type, Integration, Cloud Type) and Services), Data Type, Data Processing, Analytics Type (Marketing Analytics, Finance Analytics), Vertical and Region - Global Forecast to 2029
상품코드:1488767
리서치사:MarketsandMarkets
발행일:2024년 05월
페이지 정보:영문 316 Pages
라이선스 & 가격 (부가세 별도)
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한글목차
AaaS(Analytics as a Service)(AaaS) 시장 규모는 2024년 133억 달러에서 2029년에는 398억 달러로 성장하며, 예측 기간 중 CAGR은 24.5%에 달할 것으로 예측됩니다.
데이터량의 증가, 빅데이터, IoT 디바이스의 보급, 업계 전체의 디지털 전환 구상에 의한 첨단 분석 기술에 대한 수요의 증가가 AaaS 시장의 기반적 추진력을 형성하고 있습니다.
조사 범위
조사 대상년
2019-2029년
기준년
2023년
예측 기간
2024-2029년
검토 단위
달러(10억 달러)
부문
오퍼링별, 데이터 유형별, 데이터 처리별, 애널리틱스 유형별, 업계별, 지역별
대상 지역
북미, 아시아태평양, 유럽, 중동 및 아프리카, 라틴아메리카
AaaS(Analytics as a Service) 시장에서 임베디드 소프트웨어의 성장은 데이터 분석 솔루션의 역량과 효율성을 크게 향상시키고 있습니다. 임베디드 소프트웨어는 다른 소프트웨어 환경에 직접 통합되어 원활한 실시간 데이터 처리 및 분석을 제공합니다. 이러한 통합은 보다 정확한 데이터 수집, 성능 향상, 대기 시간 단축을 가능하게 하며, 이는 IoT, 자동차, 산업 자동화 등 즉각적인 분석이 필요한 산업에서 매우 중요한 요소입니다. 기업이 방대한 데이터 세트에서 실용적인 인사이트을 얻으려는 경향이 높아짐에 따라 AaaS 시장에서 정교한 임베디드 소프트웨어 솔루션에 대한 수요가 급증하고 있습니다.
BFSI 업계는 의사결정, 리스크 관리 및 고객 경험을 향상시키기 위해 고급 분석 솔루션을 찾는 금융기관이 증가함에 따라 AaaS(Analytics as a Service) 시장의 성장을 주도하고 있습니다. 복잡한 데이터 환경과 규제 환경으로 인해 금융기관들은 패턴 파악, 트렌드 예측, 컴플라이언스 준수를 위한 강력한 분석이 필요하며, BFSI 기업은 AaaS를 통해 대규모 인프라 투자 없이도 고급 툴을 활용하고 실시간 인사이트와 시장 변화에 대한 민첩성을 확보할 수 있습니다. 인사이트와 시장 변화에 대한 민첩한 대응을 실현할 수 있습니다. 또한 디지털 뱅킹의 부상, 핀테크 혁신, 사이버 보안의 중요성 증가는 BFSI 업계에서 AaaS에 대한 수요를 더욱 가속화시키고 있으며, 이는 AaaS가 업무 효율성과 경쟁 우위를 높이는 데 있으며, 중요한 역할을 하고 있음을 보여줍니다.
세계의 AaaS(Analytics as a Service) 시장에 대해 조사했으며, 오퍼링별, 데이터 유형별, 데이터 처리별, 애널리틱스 유형별, 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
AaaS(Analytics as a Service) 시장의 진화
공급망 분석
에코시스템 분석
투자 상황과 자금조달 시나리오
사례 연구 분석
기술 분석
규제 상황
특허 분석
가격 분석
주요 컨퍼런스와 이벤트
Porter's Five Forces 분석
고객의 비즈니스에 영향을 미치는 동향/혼란
주요 이해관계자와 구입 기준
제6장 AaaS(Analytics as a Service) 시장, 오퍼링별
서론
소프트웨어, 유형별
소프트웨어, 통합별
소프트웨어, 클라우드 유형별
서비스
제7장 AaaS(Analytics as a Service) 시장, 데이터 유형별
서론
구조화
비구조화
제8장 AaaS(Analytics as a Service) 시장, 데이터 처리별
서론
실시간 분석
배치처리
제9장 AaaS(Analytics as a Service) 시장, 애널리틱스 유형별
서론
HR 애널리틱스
마케팅 분석
판매 분석
재무 분석
오퍼레이션 분석
제10장 AaaS(Analytics as a Service) 시장, 업계별
서론
BFSI
통신
소매·소비재
헬스케어·생명과학
정부·방위
자동차
교육
제조
운송·물류
기타
제11장 AaaS(Analytics as a Service) 시장, 지역별
서론
북미
유럽
아시아태평양
중동 및 아프리카
라틴아메리카
제12장 경쟁 구도
개요
주요 참여 기업의 전략/비책
매출 분석
시장 점유율 분석
브랜드 비교 분석
주요 벤더 기업 평가와 재무 지표
기업 평가 매트릭스 : 주요 참여 기업, 2023년
기업 평가 매트릭스 : 스타트업/중소기업, 2023년
경쟁 시나리오와 동향
제13장 기업 개요
서론
주요 참여 기업
MICROSOFT
IBM
GOOGLE
ORACLE
SAP
AWS
SAS INSTITUTE
TERADATA
QLIK
SALESFORCE
기타 기업
MICROSTRATEGY
CLOUDERA
ALTAIR
TIBCO SOFTWARE
KELLTON
INNOWISE
ALTERYX
JASPERSOFT
MSYS TECHNOLOGIES
SYNOPTEK
FLATWORLD SOLUTIONS
PROTIVITI
UNISYS
스타트업/중소기업
POLESTAR SOLUTIONS
RAPYDER
SCIENCESOFT
GOODDATA
KYVOS INSIGHTS
DATATOBIZ
THOUGHTSPOT
SISENSE
ECLOUDCHAIN
제14장 인접 시장과 관련 시장
제15장 부록
KSA
영문 목차
영문목차
The Analytics as a service market is projected to grow from USD 13.3 billion in 2024 to USD 39.8 billion by 2029, at a compound annual growth rate (CAGR) of 24.5% during the forecast period. The rise in demand for advanced analytics techniques due to increasing data volumes, and the proliferation of big data, IoT devices, and digital transformation initiatives across industries forms a foundational driver in the AaaS market.
Scope of the Report
Years Considered for the Study
2019-2029
Base Year
2023
Forecast Period
2024-2029
Units Considered
USD (Billion)
Segments
Software, services, data type, data processing, analytics type, vertical and region
Regions covered
North America, Asia Pacific, Europe, Middle East & Africa, and Latin America
"By software by integration, embedded segment to register for largest growing market during the forecast period."
The growth of embedded software within the Analytics as a Service market is significantly enhancing the capability and efficiency of data analytics solutions. Embedded software integrates directly into other software environments, providing seamless and real-time data processing and analysis. This integration allows for more precise data collection, improved performance, and reduced latency, which are critical for industries requiring instantaneous analytics, such as IoT, automotive, and industrial automation. As businesses increasingly seek to derive actionable insights from massive datasets, the demand for sophisticated embedded software solutions within the AaaS market is surging.
"By vertical, BFSI to witness the fastest growing market during the forecast period."
The BFSI industry is significantly driving the growth of the Analytics as a Service market, as financial institutions increasingly seek advanced analytics solutions to enhance decision-making, risk management, and customer experience. The sector's complex data landscape and regulatory requirements necessitate robust analytics to identify patterns, predict trends, and ensure compliance. The adoption of AaaS allows BFSI firms to leverage sophisticated tools without extensive in-house infrastructure investments, enabling real-time insights and agile responses to market changes. Additionally, the rise of digital banking, fintech innovations, and the growing importance of cybersecurity are further accelerating the demand for AaaS in the BFSI industry, underscoring its critical role in driving operational efficiency and competitive advantage.
"By region, Asia Pacific to register the highest CAGR market during the forecast period." The Analytics as a Service market in Asia Pacific is experiencing remarkable growth, driven by rapid technological advancements, the proliferation of internet and mobile devices, and significant investments in artificial intelligence (AI) and machine learning (ML). Countries like China, India, Japan, and South Korea are at the forefront of this expansion, leveraging their robust IT infrastructure and large, digitally-savvy populations. The region's businesses are increasingly adopting AaaS to gain insights from vast amounts of data, optimize operations, and enhance customer experiences. Additionally, government initiatives promoting digitalization and smart city projects are further accelerating the adoption of AaaS solutions.
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 AaaS market.
By Company: Tier I: 34%, Tier II: 43%, and Tier III: 23%
By Designation: C-Level Executives: 28%, D-Level Executives: 50%, and Others: 22%
By Region: North America: 30%, Europe: 35%, Asia Pacific: 20%, Latin America-5%, and
Middle East and Africa- 10%,
The report includes the study of key players offering AaaS solutions. It profiles major vendors in the AaaS market. The major players in the AaaS market include Microsoft (US), IBM (US), Google (US), Oracle (US), SAP (Germany), AWS (US), SAS Institute (US), Teradata (US), Qlik (US), Salesforce (US), MicroStrategy (US), Cloudera (US), Altair (US), TIBCO Software (US), Kellton (India), Innowise (US), Alteryx (US), Jaspersoft (US), MSys Technologies (India), Synoptek (US), Flatworld Solutions (India), Protiviti (US), Polestar Solutions (India), Rapyder (India), ScienceSoft (US), GoodData (US), Kyvos Insights (US), DataToBiz (India), ThoughtSpot (US), Sisense (Israel), and eCloudChain (Germany).
Research Coverage
The AaaS market research study involved extensive secondary sources, directories, journals, and paid databases. Primary sources were mainly industry experts from the core and related industries, preferred AaaS providers, third-party service providers, consulting service providers, end users, and other commercial enterprises. In-depth interviews were conducted with various primary respondents, including key industry participants and subject matter experts, to obtain and verify critical qualitative and quantitative information, and assess the market's prospects.
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 AaaS market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights 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 (Increasing availability of data connectivity through multi-cloud and hybrid environments, rise in demand for advanced analytics techniques due to increasing data volumes, and proliferation of big data, IoT devices, and digital transformation initiatives across industries), restraints (Discrepancy among data sources impedes the advancement of AaaS, data security and privacy concerns), opportunities (Exploiting Generative AI for enhanced data democratization, emergence of data fabric and edge computing), and challenges (Ensuring data quality and consistency, complexity of technical systems and architecture)
Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the AaaS market.
Market Development: Comprehensive information about lucrative markets - the report analyses the AaaS market across varied regions.
Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the AaaS market.
Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players including Microsoft (US), IBM (US), Google (US), Oracle (US), SAP (Germany), AWS (US), SAS Institute (US), Teradata (US), Qlik (US), Salesforce (US), among others in the AaaS market strategies. The report also helps stakeholders understand the pulse of the AaaS market and provides them with information on key market drivers, restraints, challenges, and opportunities.
TABLE OF CONTENTS
1 INTRODUCTION
1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 STUDY SCOPE
1.3.1 MARKET SEGMENTATION
FIGURE 1 ANALYTICS AS A SERVICE MARKET SEGMENTATION
TABLE 1 ANALYTICS AS A SERVICE MARKET: DETAILED SEGMENTATION
1.3.2 REGIONS COVERED
FIGURE 2 REGIONAL SEGMENTATION
1.3.3 YEARS CONSIDERED
1.4 CURRENCY CONSIDERED
TABLE 2 USD EXCHANGE RATES, 2019-2023
1.5 STAKEHOLDERS
1.6 SUMMARY OF CHANGES
1.6.1 RECESSION IMPACT
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
FIGURE 3 ANALYTICS AS A SERVICE MARKET: RESEARCH DESIGN
2.1.1 SECONDARY DATA
2.1.2 PRIMARY DATA
TABLE 3 PRIMARY INTERVIEWS
2.1.2.1 Breakup of primary profiles
2.1.2.2 Key industry insights
2.2 DATA TRIANGULATION
FIGURE 4 DATA TRIANGULATION
2.3 MARKET SIZE ESTIMATION
FIGURE 5 ANALYTICS AS A SERVICE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
2.3.1 TOP-DOWN APPROACH
2.3.2 BOTTOM-UP APPROACH
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1, BOTTOM-UP (SUPPLY-SIDE) - COLLECTIVE REVENUE GENERATED FROM SALES OF ANALYTICS AS A SERVICE SOFTWARE/SERVICES
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 4, BOTTOM-UP (DEMAND-SIDE) - SHARE OF ANALYTICS AS A SERVICE THROUGH TOTAL SPENDING ON DIGITAL SOLUTIONS
2.4 MARKET FORECAST
TABLE 4 FACTOR ANALYSIS
2.5 RESEARCH ASSUMPTIONS
2.6 STUDY LIMITATIONS
2.7 IMPLICATIONS OF RECESSION ON ANALYTICS AS A SERVICE MARKET
TABLE 5 IMPACT OF RECESSION ON GLOBAL ANALYTICS AS A SERVICE MARKET
3 EXECUTIVE SUMMARY
TABLE 6 GLOBAL ANALYTICS AS A SERVICE MARKET SIZE AND GROWTH RATE, 2019-2023 (USD MILLION, Y-O-Y %)
TABLE 7 GLOBAL ANALYTICS AS A SERVICE MARKET SIZE AND GROWTH RATE, 2024-2029 (USD MILLION, Y-O-Y %)
FIGURE 10 SOFTWARE SEGMENT TO DOMINATE MARKET IN 2024
FIGURE 11 BI & VISUALIZATION SEGMENT TO HOLD LARGEST MARKET SHARE IN 2024
FIGURE 12 EMBEDDED INTEGRATION SEGMENT TO DOMINATE MARKET IN 2024
FIGURE 13 PUBLIC CLOUD SEGMENT TO HOLD LARGEST MARKET SHARE IN 2024
FIGURE 14 CONSULTING & ENGINEERING SERVICES SEGMENT TO DOMINATE MARKET IN 2024
FIGURE 15 UNSTRUCTURED DATA TYPE TO DOMINATE MARKET IN 2024
FIGURE 16 REAL-TIME ANALYTICS TO DOMINATE MARKET IN 2024
FIGURE 17 MARKETING ANALYTICS SEGMENT TO HOLD LARGEST SHARE IN 2024
FIGURE 18 HEALTHCARE & LIFE SCIENCES SEGMENT TO GROW AT HIGHEST CAGR AND BFSI TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD
FIGURE 19 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN ANALYTICS AS A SERVICE MARKET
FIGURE 20 GROWING TRANSITION TO CLOUD-BASED ANALYTICS TO DRIVE MARKET GROWTH
4.2 ANALYTICS AS A SERVICE MARKET: TOP THREE ANALYTICS TYPES
FIGURE 21 HR ANALYTICS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
4.3 NORTH AMERICA: ANALYTICS AS A SERVICE MARKET, BY OFFERING AND DATA TYPE
FIGURE 22 SOFTWARE AND STRUCTURED SEGMENTS TO HOLD LARGER MARKET SHARES IN 2024
4.4 ANALYTICS AS A SERVICE MARKET, BY REGION
FIGURE 23 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2024
5 MARKET OVERVIEW AND INDUSTRY TRENDS
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 24 ANALYTICS AS A SERVICE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
5.2.1 DRIVERS
5.2.1.1 Enhanced data connectivity through multi-cloud and hybrid environments
5.2.1.2 Rise in demand for advanced analytical techniques due to increasing data volumes
5.2.1.3 Proliferation of big data, IoT devices, and digital transformation initiatives across industries
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 Exploiting generative AI for enhanced data democratization
5.2.3.2 Emergence of data fabric and edge computing
5.2.4 CHALLENGES
5.2.4.1 Ensuring data quality and consistency
5.2.4.2 Complexities of technical systems and architecture
5.3 EVOLUTION OF ANALYTICS AS A SERVICE MARKET
FIGURE 25 EVOLUTION OF ANALYTICS AS A SERVICE MARKET
5.4 SUPPLY CHAIN ANALYSIS
FIGURE 26 ANALYTICS AS A SERVICE MARKET: SUPPLY CHAIN ANALYSIS
5.5 ECOSYSTEM ANALYSIS
TABLE 8 ANALYTICS AS A SERVICE MARKET: ECOSYSTEM
FIGURE 27 KEY PLAYERS IN ANALYTICS AS A SERVICE MARKET ECOSYSTEM
5.5.1 SOFTWARE PROVIDERS
5.5.2 MANAGED SERVICE PROVIDERS
5.5.3 CLOUD SERVICE PROVIDERS
5.5.4 END USERS
5.5.5 REGULATORY BODIES
5.6 INVESTMENT LANDSCAPE AND FUNDING SCENARIO
FIGURE 28 ANALYTICS AS A SERVICE MARKET: INVESTMENT LANDSCAPE AND FUNDING SCENARIO (USD MILLION AND NUMBER OF FUNDING ROUNDS)
5.7 CASE STUDY ANALYSIS
5.7.1 CASE STUDY 1: OCBC BANK IMPLEMENTED INNOVATIVE BANKING SOLUTION USING CLOUDERA DATA PLATFORM
5.7.2 CASE STUDY 2: USE OF INNOWISE CRM SOFTWARE LED TO REDUCTION IN ADMINISTRATIVE COSTS FOR HEALTHCARE COMPANY
5.7.3 CASE STUDY 3: JASPERSOFT REVOLUTIONIZED TIME AND EXPENSE MANAGEMENT FOR DATABASICS
5.7.4 CASE STUDY 4: REPSLY ENHANCED RETAIL EXECUTION PLATFORM BY INTEGRATING ROBUST ANALYTICS THROUGH GOODDATA
5.7.5 CASE STUDY 5: GLOBE LIFE INSURANCE DEPLOYED UNISYS PREDICTIVE DATA ANALYTICS PLATFORM TO FUEL BUSINESS EXPANSION
5.8 TECHNOLOGY ANALYSIS
5.8.1 KEY TECHNOLOGIES
5.8.1.1 Artificial intelligence
5.8.1.2 Cloud computing
5.8.1.3 Big data analytics
5.8.2 COMPLEMENTARY TECHNOLOGIES
5.8.2.1 AR & VR
5.8.2.2 5G
5.8.2.3 Blockchain
5.8.3 ADJACENT TECHNOLOGIES
5.8.3.1 Edge computing
5.8.3.2 Cybersecurity
5.8.3.3 Internet of Things
5.9 REGULATORY LANDSCAPE
5.9.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 9 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 10 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 11 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 12 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 13 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
5.9.2 REGULATIONS: ANALYTICS AS A SERVICE
5.9.2.1 North America
5.9.2.1.1 US
5.9.2.1.2 Canada
5.9.2.2 Europe
5.9.2.3 Asia Pacific
5.9.2.3.1 Singapore
5.9.2.3.2 China
5.9.2.3.3 India
5.9.2.3.4 Japan
5.9.2.4 Middle East & Africa
5.9.2.4.1 UAE
5.9.2.4.2 KSA
5.9.2.4.3 South Africa
5.9.2.5 Latin America
5.9.2.5.1 Brazil
5.9.2.5.2 Mexico
5.10 PATENT ANALYSIS
5.10.1 METHODOLOGY
5.10.2 PATENTS FILED, BY DOCUMENT TYPE
TABLE 14 PATENTS FILED, 2013-2023
5.10.3 INNOVATIONS AND PATENT APPLICATIONS
FIGURE 29 NUMBER OF PATENTS GRANTED TO VENDORS IN LAST 10 YEARS
5.10.3.1 Top 10 patent applicants
FIGURE 30 TOP 10 PATENT APPLICANTS IN LAST 10 YEARS
TABLE 15 TOP 20 PATENT OWNERS IN ANALYTICS AS A SERVICE MARKET, 2013-2023
TABLE 16 ANALYTICS AS A SERVICE MARKET: LIST OF PATENTS GRANTED, 2022-2023
FIGURE 31 REGIONAL ANALYSIS OF PATENTS GRANTED, 2013-2023
5.11 PRICING ANALYSIS
5.11.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOFTWARE TYPE
FIGURE 32 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP 3 SOFTWARE TYPES
TABLE 17 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP 3 SOFTWARE TYPE
5.11.2 INDICATIVE PRICING ANALYSIS, BY OFFERING
TABLE 18 INDICATIVE PRICING OF ANALYTICS AS A SERVICE OFFERINGS
5.12 KEY CONFERENCES AND EVENTS
TABLE 19 ANALYTICS AS A SERVICE MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2024-2025
5.13 PORTER'S FIVE FORCES ANALYSIS
TABLE 20 ANALYTICS AS A SERVICE MARKET: IMPACT OF PORTER'S FIVE FORCES
TABLE 265 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS
13.3 OTHER PLAYERS
13.3.1 MICROSTRATEGY
13.3.2 CLOUDERA
13.3.3 ALTAIR
13.3.4 TIBCO SOFTWARE
13.3.5 KELLTON
13.3.6 INNOWISE
13.3.7 ALTERYX
13.3.8 JASPERSOFT
13.3.9 MSYS TECHNOLOGIES
13.3.10 SYNOPTEK
13.3.11 FLATWORLD SOLUTIONS
13.3.12 PROTIVITI
13.3.13 UNISYS
13.4 STARTUPS/SMES
13.4.1 POLESTAR SOLUTIONS
13.4.2 RAPYDER
13.4.3 SCIENCESOFT
13.4.4 GOODDATA
13.4.5 KYVOS INSIGHTS
13.4.6 DATATOBIZ
13.4.7 THOUGHTSPOT
13.4.8 SISENSE
13.4.9 ECLOUDCHAIN
*Details on Business overview, Products/Solutions/Services offered, Recent developments, MnM view, Key strengths, Strategic choices made, and Weaknesses and Competitive threats might not be captured in case of unlisted companies.
14 ADJACENT AND RELATED MARKETS
14.1 INTRODUCTION
14.2 RISK ANALYTICS MARKET - GLOBAL FORECAST TO 2029
14.2.1 MARKET DEFINITION
14.2.2 MARKET OVERVIEW
14.2.2.1 Risk analytics market, by offering
TABLE 266 RISK ANALYTICS MARKET, BY OFFERING, 2019-2023 (USD MILLION)
TABLE 267 RISK ANALYTICS MARKET, BY OFFERING, 2024-2029 (USD MILLION)
