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시장보고서
상품코드
1911034
예측 분석 시장(2026-2030년)Global Predictive Analytics Market 2026-2030 |
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※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.
세계의 예측 분석 시장은 2025-2030년에 751억 880만 달러 규모로 성장하며, 예측 기간 중 CAGR은 33.6%로 예측됩니다.
세계 예측 분석 시장에 대해 조사 분석했으며, 시장 규모와 예측, 동향, 성장 요인, 과제, 약 25개 벤더 분석 등의 정보를 전해드립니다.
이 보고서는 현재 시장 상황, 최신 시장 동향 및 촉진요인, 시장 환경 전반에 대한 최신 분석을 제공합니다. 시장 성장은 데이터 생성량 증가와 빅데이터의 부상, 부정 및 사기 감지 수요 증가, 고객 중심주의 실현을 위한 분석 기술 채택에 의해 주도되고 있습니다.
이번 조사는 업계 주요 관계자들의 정보를 포함한 1차 정보와 2차 정보를 객관적으로 조합하여 실시되었습니다. 이 보고서에는 주요 기업 분석과 함께 종합적인 시장 규모 데이터, 지역별 분석과 함께 부문 및 공급업체 현황이 포함되어 있습니다. 보고서에는 과거 데이터와 예측 데이터가 수록되어 있습니다.
| 시장 범위 | |
|---|---|
| 기준연도 | 2026년 |
| 종료연도 | 2030년 |
| 예측 기간 | 2026-2030년 |
| 성장 모멘텀 | 가속 |
| 전년대비 2026년 | 27.3% |
| CAGR | 33.6% |
| 증가액 | 751억 880만 달러 |
본 조사에서는 향후 수년간 세계 예측 분석 시장 성장을 촉진할 주요 요인 중 하나로 첨단 기술, AI, IoT의 보급을 꼽았습니다. 또한 실시간 데이터 분석의 도입 확대와 네이티브 머신 데이터 생성이 시장에서 상당한 수요를 창출할 것으로 예측됩니다.
목차
제1장 개요
- 시장 개요
제2장 Technavio 분석
- 가격 반응성·수명주기·고객 구입 바스켓·채택률·구입 기준의 분석
- 인풋의 중요성과 차별화의 요인
- 혼란의 요인
- 촉진요인과 과제의 영향
제3장 시장 구도
- 시장 에코시스템
- 시장의 특징
- 밸류체인 분석
제4장 시장 규모
- 시장 정의
- 시장 부문 분석
- 시장 규모, 2025년
- 시장 전망, 2025-2030년
제5장 시장 규모 실적
- 세계의 예측 분석 시장, 2020-2024년
- 최종사용자 부문 분석, 2020-2024년
- 배포 부문 분석, 2020-2024년
- 기술 부문 분석, 2020-2024년
- 지역별 부문 분석, 2020-2024년
- 국가별 부문 분석, 2020-2024년
제6장 정성 분석
- 세계의 예측 분석 시장에 대한 AI의 영향
제7장 Five Forces 분석
- Five Forces 요약
- 바이어의 교섭력
- 공급 기업의 교섭력
- 신규 진출업체의 위협
- 대체품의 위협
- 경쟁의 위협
- 시장 현황
제8장 시장 세분화 : 최종사용자별
- 시장 부문
- 비교 : 최종사용자별
- BFSI : 시장 규모와 예측, 2025-2030년
- 소매·E-Commerce : 시장 규모와 예측, 2025-2030년
- 통신·IT : 시장 규모와 예측, 2025-2030년
- 운송·물류 : 시장 규모와 예측, 2025-2030년
- 기타 : 시장 규모와 예측, 2025-2030년
- 시장 기회 : 최종사용자별
제9장 시장 세분화 : 배포별
- 시장 부문
- 비교 : 배포별
- 클라우드 기반 : 시장 규모와 예측, 2025-2030년
- 온프레미스 : 시장 규모와 예측, 2025-2030년
- 시장 기회 : 배포별
제10장 시장 세분화 : 기술별
- 시장 부문
- 비교 : 기술별
- 기계학습 : 시장 규모와 예측, 2025-2030년
- 인공지능 : 시장 규모와 예측, 2025-2030년
- 빅데이터 분석 : 시장 규모와 예측, 2025-2030년
- 시장 기회 : 기술별
제11장 고객 상황
- 고객 상황 개요
제12장 지역별 상황
- 지역별 세분화
- 지역별 비교
- 북미 : 시장 규모와 예측, 2025-2030년
- 유럽 : 시장 규모와 예측, 2025-2030년
- 아시아태평양 : 시장 규모와 예측, 2025-2030년
- 남미 : 시장 규모와 예측, 2025-2030년
- 중동 및 아프리카 : 시장 규모와 예측, 2025-2030년
- 시장 기회 : 지역별
제13장 촉진요인, 과제, 기회
- 시장 성장 촉진요인
- 시장이 해결해야 할 과제
- 촉진요인과 과제의 영향
- 시장 기회
제14장 경쟁 구도
- 개요
- 경쟁 구도
- 혼란 상황
- 업계의 리스크
제15장 경쟁 분석
- 기업 개요
- 기업 순위 지표
- 기업의 시장 포지셔닝
- Altair Engineering Inc.
- Alteryx Inc.
- DataRobot Inc.
- Domino Data Lab Inc.
- Domo Inc.
- Fair Isaac Corp.
- H2O.ai Inc.
- InData Labs
- KNIME AG
- Microsoft Corp.
- Oracle Corp.
- Palantir Technologies Inc.
- QlikTech International AB
- Salesforce Inc.
- SAP SE
제16장 부록
KSAThe global predictive analytics market is forecasted to grow by USD 75108.8 mn during 2025-2030, accelerating at a CAGR of 33.6% during the forecast period. The report on the global predictive analytics market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.
The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by increasing data generation and advent of big data, growing need to detect fraud and scams, adoption of analytics to achieve customer centricity.
The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.
| Market Scope | |
|---|---|
| Base Year | 2026 |
| End Year | 2030 |
| Series Year | 2026-2030 |
| Growth Momentum | Accelerate |
| YOY 2026 | 27.3% |
| CAGR | 33.6% |
| Incremental Value | $75108.8 mn |
Technavio's global predictive analytics market is segmented as below:
By End-User
- BFSI
- Retail and e-commerce
- Telecom and IT
- Transportation and logistics
- Others
By Deployment
- Cloud-based
- On-premises
By Technology
- Machine learning
- Artificial intelligence
- Big data analytics
Geography
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- UK
- France
- Italy
- Spain
- The Netherlands
- APAC
- China
- Japan
- India
- South Korea
- Australia
- Indonesia
- South America
- Brazil
- Argentina
- Chile
- Middle East and Africa
- UAE
- South Africa
- Turkey
- Rest of World (ROW)
This study identifies the proliferation of advanced technologies, ai, and iot as one of the prime reasons driving the global predictive analytics market growth during the next few years. Also, increasing adoption of real-time data analytics and generation of native machine data will lead to sizable demand in the market.
The report on the global predictive analytics market covers the following areas:
- Global predictive analytics market sizing
- Global predictive analytics market forecast
- Global predictive analytics market industry analysis
The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global predictive analytics market vendors that include Altair Engineering Inc., Alteryx Inc., DataRobot Inc., Domino Data Lab Inc., Domo Inc., Fair Isaac Corp., H2O.ai Inc., InData Labs, KNIME AG, Microsoft Corp., Oracle Corp., Palantir Technologies Inc., QlikTech International AB, Salesforce Inc., SAP SE, SAS Institute Inc., Splunk Inc., Strategy, Teradata Corp., TIBCO Software Inc.. Also, the global predictive analytics market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.
The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.
Table of Contents
1 Executive Summary
- 1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by Geography
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Market Segmentation by Deployment
- Executive Summary - Chart on Market Segmentation by Technology
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning
2 Technavio Analysis
- 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 2.2 Criticality of inputs and Factors of differentiation
- Chart on Overview on criticality of inputs and factors of differentiation
- 2.3 Factors of disruption
- Chart on Overview on factors of disruption
- 2.4 Impact of drivers and challenges
- Chart on Impact of drivers and challenges in 2025 and 2030
3 Market Landscape
- 3.1 Market ecosystem
- Chart on Parent Market
- Data Table on - Parent Market
- 3.2 Market characteristics
- Chart on Market characteristics analysis
- 3.3 Value chain analysis
- Chart on Value chain analysis
4 Market Sizing
- 4.1 Market definition
- Data Table on Offerings of companies included in the market definition
- 4.2 Market segment analysis
- Market segments
- 4.3 Market size 2025
- 4.4 Market outlook: Forecast for 2025-2030
- Chart on Global - Market size and forecast 2025-2030 ($ million)
- Data Table on Global - Market size and forecast 2025-2030 ($ million)
- Chart on Global Market: Year-over-year growth 2025-2030 (%)
- Data Table on Global Market: Year-over-year growth 2025-2030 (%)
5 Historic Market Size
- 5.1 Global Predictive Analytics Market 2020 - 2024
- Historic Market Size - Data Table on Global Predictive Analytics Market 2020 - 2024 ($ million)
- 5.2 End-user segment analysis 2020 - 2024
- Historic Market Size - End-user Segment 2020 - 2024 ($ million)
- 5.3 Deployment segment analysis 2020 - 2024
- Historic Market Size - Deployment Segment 2020 - 2024 ($ million)
- 5.4 Technology segment analysis 2020 - 2024
- Historic Market Size - Technology Segment 2020 - 2024 ($ million)
- 5.5 Geography segment analysis 2020 - 2024
- Historic Market Size - Geography Segment 2020 - 2024 ($ million)
- 5.6 Country segment analysis 2020 - 2024
- Historic Market Size - Country Segment 2020 - 2024 ($ million)
6 Qualitative Analysis
- 6.1 The Impact of AI on the Global Predictive Analytics Market
7 Five Forces Analysis
- 7.1 Five forces summary
- Five forces analysis - Comparison between 2025 and 2030
- 7.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2025 and 2030
- 7.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2025 and 2030
- 7.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2025 and 2030
- 7.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2025 and 2030
- 7.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2025 and 2030
- 7.7 Market condition
- Chart on Market condition - Five forces 2025 and 2030
8 Market Segmentation by End-user
- 8.1 Market segments
- Chart on End-user - Market share 2025-2030 (%)
- Data Table on End-user - Market share 2025-2030 (%)
- 8.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
- 8.3 BFSI - Market size and forecast 2025-2030
- Chart on BFSI - Market size and forecast 2025-2030 ($ million)
- Data Table on BFSI - Market size and forecast 2025-2030 ($ million)
- Chart on BFSI - Year-over-year growth 2025-2030 (%)
- Data Table on BFSI - Year-over-year growth 2025-2030 (%)
- 8.4 Retail and e-commerce - Market size and forecast 2025-2030
- Chart on Retail and e-commerce - Market size and forecast 2025-2030 ($ million)
- Data Table on Retail and e-commerce - Market size and forecast 2025-2030 ($ million)
- Chart on Retail and e-commerce - Year-over-year growth 2025-2030 (%)
- Data Table on Retail and e-commerce - Year-over-year growth 2025-2030 (%)
- 8.5 Telecom and IT - Market size and forecast 2025-2030
- Chart on Telecom and IT - Market size and forecast 2025-2030 ($ million)
- Data Table on Telecom and IT - Market size and forecast 2025-2030 ($ million)
- Chart on Telecom and IT - Year-over-year growth 2025-2030 (%)
- Data Table on Telecom and IT - Year-over-year growth 2025-2030 (%)
- 8.6 Transportation and logistics - Market size and forecast 2025-2030
- Chart on Transportation and logistics - Market size and forecast 2025-2030 ($ million)
- Data Table on Transportation and logistics - Market size and forecast 2025-2030 ($ million)
- Chart on Transportation and logistics - Year-over-year growth 2025-2030 (%)
- Data Table on Transportation and logistics - Year-over-year growth 2025-2030 (%)
- 8.7 Others - Market size and forecast 2025-2030
- Chart on Others - Market size and forecast 2025-2030 ($ million)
- Data Table on Others - Market size and forecast 2025-2030 ($ million)
- Chart on Others - Year-over-year growth 2025-2030 (%)
- Data Table on Others - Year-over-year growth 2025-2030 (%)
- 8.8 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)
9 Market Segmentation by Deployment
- 9.1 Market segments
- Chart on Deployment - Market share 2025-2030 (%)
- Data Table on Deployment - Market share 2025-2030 (%)
- 9.2 Comparison by Deployment
- Chart on Comparison by Deployment
- Data Table on Comparison by Deployment
- 9.3 Cloud-based - Market size and forecast 2025-2030
- Chart on Cloud-based - Market size and forecast 2025-2030 ($ million)
- Data Table on Cloud-based - Market size and forecast 2025-2030 ($ million)
- Chart on Cloud-based - Year-over-year growth 2025-2030 (%)
- Data Table on Cloud-based - Year-over-year growth 2025-2030 (%)
- 9.4 On-premises - Market size and forecast 2025-2030
- Chart on On-premises - Market size and forecast 2025-2030 ($ million)
- Data Table on On-premises - Market size and forecast 2025-2030 ($ million)
- Chart on On-premises - Year-over-year growth 2025-2030 (%)
- Data Table on On-premises - Year-over-year growth 2025-2030 (%)
- 9.5 Market opportunity by Deployment
- Market opportunity by Deployment ($ million)
- Data Table on Market opportunity by Deployment ($ million)
10 Market Segmentation by Technology
- 10.1 Market segments
- Chart on Technology - Market share 2025-2030 (%)
- Data Table on Technology - Market share 2025-2030 (%)
- 10.2 Comparison by Technology
- Chart on Comparison by Technology
- Data Table on Comparison by Technology
- 10.3 Machine learning - Market size and forecast 2025-2030
- Chart on Machine learning - Market size and forecast 2025-2030 ($ million)
- Data Table on Machine learning - Market size and forecast 2025-2030 ($ million)
- Chart on Machine learning - Year-over-year growth 2025-2030 (%)
- Data Table on Machine learning - Year-over-year growth 2025-2030 (%)
- 10.4 Artificial intelligence - Market size and forecast 2025-2030
- Chart on Artificial intelligence - Market size and forecast 2025-2030 ($ million)
- Data Table on Artificial intelligence - Market size and forecast 2025-2030 ($ million)
- Chart on Artificial intelligence - Year-over-year growth 2025-2030 (%)
- Data Table on Artificial intelligence - Year-over-year growth 2025-2030 (%)
- 10.5 Big data analytics - Market size and forecast 2025-2030
- Chart on Big data analytics - Market size and forecast 2025-2030 ($ million)
- Data Table on Big data analytics - Market size and forecast 2025-2030 ($ million)
- Chart on Big data analytics - Year-over-year growth 2025-2030 (%)
- Data Table on Big data analytics - Year-over-year growth 2025-2030 (%)
- 10.6 Market opportunity by Technology
- Market opportunity by Technology ($ million)
- Data Table on Market opportunity by Technology ($ million)
11 Customer Landscape
- 11.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
12 Geographic Landscape
- 12.1 Geographic segmentation
- Chart on Market share by geography 2025-2030 (%)
- Data Table on Market share by geography 2025-2030 (%)
- 12.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
- 12.3 North America - Market size and forecast 2025-2030
- Chart on North America - Market size and forecast 2025-2030 ($ million)
- Data Table on North America - Market size and forecast 2025-2030 ($ million)
- Chart on North America - Year-over-year growth 2025-2030 (%)
- Data Table on North America - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - North America
- Data Table on Regional Comparison - North America
- 12.3.1 US - Market size and forecast 2025-2030
- Chart on US - Market size and forecast 2025-2030 ($ million)
- Data Table on US - Market size and forecast 2025-2030 ($ million)
- Chart on US - Year-over-year growth 2025-2030 (%)
- Data Table on US - Year-over-year growth 2025-2030 (%)
- 12.3.2 Canada - Market size and forecast 2025-2030
- Chart on Canada - Market size and forecast 2025-2030 ($ million)
- Data Table on Canada - Market size and forecast 2025-2030 ($ million)
- Chart on Canada - Year-over-year growth 2025-2030 (%)
- Data Table on Canada - Year-over-year growth 2025-2030 (%)
- 12.3.3 Mexico - Market size and forecast 2025-2030
- Chart on Mexico - Market size and forecast 2025-2030 ($ million)
- Data Table on Mexico - Market size and forecast 2025-2030 ($ million)
- Chart on Mexico - Year-over-year growth 2025-2030 (%)
- Data Table on Mexico - Year-over-year growth 2025-2030 (%)
- 12.4 Europe - Market size and forecast 2025-2030
- Chart on Europe - Market size and forecast 2025-2030 ($ million)
- Data Table on Europe - Market size and forecast 2025-2030 ($ million)
- Chart on Europe - Year-over-year growth 2025-2030 (%)
- Data Table on Europe - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - Europe
- Data Table on Regional Comparison - Europe
- 12.4.1 Germany - Market size and forecast 2025-2030
- Chart on Germany - Market size and forecast 2025-2030 ($ million)
- Data Table on Germany - Market size and forecast 2025-2030 ($ million)
- Chart on Germany - Year-over-year growth 2025-2030 (%)
- Data Table on Germany - Year-over-year growth 2025-2030 (%)
- 12.4.2 UK - Market size and forecast 2025-2030
- Chart on UK - Market size and forecast 2025-2030 ($ million)
- Data Table on UK - Market size and forecast 2025-2030 ($ million)
- Chart on UK - Year-over-year growth 2025-2030 (%)
- Data Table on UK - Year-over-year growth 2025-2030 (%)
- 12.4.3 France - Market size and forecast 2025-2030
- Chart on France - Market size and forecast 2025-2030 ($ million)
- Data Table on France - Market size and forecast 2025-2030 ($ million)
- Chart on France - Year-over-year growth 2025-2030 (%)
- Data Table on France - Year-over-year growth 2025-2030 (%)
- 12.4.4 Italy - Market size and forecast 2025-2030
- Chart on Italy - Market size and forecast 2025-2030 ($ million)
- Data Table on Italy - Market size and forecast 2025-2030 ($ million)
- Chart on Italy - Year-over-year growth 2025-2030 (%)
- Data Table on Italy - Year-over-year growth 2025-2030 (%)
- 12.4.5 Spain - Market size and forecast 2025-2030
- Chart on Spain - Market size and forecast 2025-2030 ($ million)
- Data Table on Spain - Market size and forecast 2025-2030 ($ million)
- Chart on Spain - Year-over-year growth 2025-2030 (%)
- Data Table on Spain - Year-over-year growth 2025-2030 (%)
- 12.4.6 The Netherlands - Market size and forecast 2025-2030
- Chart on The Netherlands - Market size and forecast 2025-2030 ($ million)
- Data Table on The Netherlands - Market size and forecast 2025-2030 ($ million)
- Chart on The Netherlands - Year-over-year growth 2025-2030 (%)
- Data Table on The Netherlands - Year-over-year growth 2025-2030 (%)
- 12.5 APAC - Market size and forecast 2025-2030
- Chart on APAC - Market size and forecast 2025-2030 ($ million)
- Data Table on APAC - Market size and forecast 2025-2030 ($ million)
- Chart on APAC - Year-over-year growth 2025-2030 (%)
- Data Table on APAC - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - APAC
- Data Table on Regional Comparison - APAC
- 12.5.1 China - Market size and forecast 2025-2030
- Chart on China - Market size and forecast 2025-2030 ($ million)
- Data Table on China - Market size and forecast 2025-2030 ($ million)
- Chart on China - Year-over-year growth 2025-2030 (%)
- Data Table on China - Year-over-year growth 2025-2030 (%)
- 12.5.2 Japan - Market size and forecast 2025-2030
- Chart on Japan - Market size and forecast 2025-2030 ($ million)
- Data Table on Japan - Market size and forecast 2025-2030 ($ million)
- Chart on Japan - Year-over-year growth 2025-2030 (%)
- Data Table on Japan - Year-over-year growth 2025-2030 (%)
- 12.5.3 India - Market size and forecast 2025-2030
- Chart on India - Market size and forecast 2025-2030 ($ million)
- Data Table on India - Market size and forecast 2025-2030 ($ million)
- Chart on India - Year-over-year growth 2025-2030 (%)
- Data Table on India - Year-over-year growth 2025-2030 (%)
- 12.5.4 South Korea - Market size and forecast 2025-2030
- Chart on South Korea - Market size and forecast 2025-2030 ($ million)
- Data Table on South Korea - Market size and forecast 2025-2030 ($ million)
- Chart on South Korea - Year-over-year growth 2025-2030 (%)
- Data Table on South Korea - Year-over-year growth 2025-2030 (%)
- 12.5.5 Australia - Market size and forecast 2025-2030
- Chart on Australia - Market size and forecast 2025-2030 ($ million)
- Data Table on Australia - Market size and forecast 2025-2030 ($ million)
- Chart on Australia - Year-over-year growth 2025-2030 (%)
- Data Table on Australia - Year-over-year growth 2025-2030 (%)
- 12.5.6 Indonesia - Market size and forecast 2025-2030
- Chart on Indonesia - Market size and forecast 2025-2030 ($ million)
- Data Table on Indonesia - Market size and forecast 2025-2030 ($ million)
- Chart on Indonesia - Year-over-year growth 2025-2030 (%)
- Data Table on Indonesia - Year-over-year growth 2025-2030 (%)
- 12.6 South America - Market size and forecast 2025-2030
- Chart on South America - Market size and forecast 2025-2030 ($ million)
- Data Table on South America - Market size and forecast 2025-2030 ($ million)
- Chart on South America - Year-over-year growth 2025-2030 (%)
- Data Table on South America - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - South America
- Data Table on Regional Comparison - South America
- 12.6.1 Brazil - Market size and forecast 2025-2030
- Chart on Brazil - Market size and forecast 2025-2030 ($ million)
- Data Table on Brazil - Market size and forecast 2025-2030 ($ million)
- Chart on Brazil - Year-over-year growth 2025-2030 (%)
- Data Table on Brazil - Year-over-year growth 2025-2030 (%)
- 12.6.2 Argentina - Market size and forecast 2025-2030
- Chart on Argentina - Market size and forecast 2025-2030 ($ million)
- Data Table on Argentina - Market size and forecast 2025-2030 ($ million)
- Chart on Argentina - Year-over-year growth 2025-2030 (%)
- Data Table on Argentina - Year-over-year growth 2025-2030 (%)
- 12.6.3 Chile - Market size and forecast 2025-2030
- Chart on Chile - Market size and forecast 2025-2030 ($ million)
- Data Table on Chile - Market size and forecast 2025-2030 ($ million)
- Chart on Chile - Year-over-year growth 2025-2030 (%)
- Data Table on Chile - Year-over-year growth 2025-2030 (%)
- 12.7 Middle East and Africa - Market size and forecast 2025-2030
- Chart on Middle East and Africa - Market size and forecast 2025-2030 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2025-2030 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2025-2030 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - Middle East and Africa
- Data Table on Regional Comparison - Middle East and Africa
- 12.7.1 Saudi Arabia - Market size and forecast 2025-2030
- Chart on Saudi Arabia - Market size and forecast 2025-2030 ($ million)
- Data Table on Saudi Arabia - Market size and forecast 2025-2030 ($ million)
- Chart on Saudi Arabia - Year-over-year growth 2025-2030 (%)
- Data Table on Saudi Arabia - Year-over-year growth 2025-2030 (%)
- 12.7.2 UAE - Market size and forecast 2025-2030
- Chart on UAE - Market size and forecast 2025-2030 ($ million)
- Data Table on UAE - Market size and forecast 2025-2030 ($ million)
- Chart on UAE - Year-over-year growth 2025-2030 (%)
- Data Table on UAE - Year-over-year growth 2025-2030 (%)
- 12.7.3 South Africa - Market size and forecast 2025-2030
- Chart on South Africa - Market size and forecast 2025-2030 ($ million)
- Data Table on South Africa - Market size and forecast 2025-2030 ($ million)
- Chart on South Africa - Year-over-year growth 2025-2030 (%)
- Data Table on South Africa - Year-over-year growth 2025-2030 (%)
- 12.7.4 Israel - Market size and forecast 2025-2030
- Chart on Israel - Market size and forecast 2025-2030 ($ million)
- Data Table on Israel - Market size and forecast 2025-2030 ($ million)
- Chart on Israel - Year-over-year growth 2025-2030 (%)
- Data Table on Israel - Year-over-year growth 2025-2030 (%)
- 12.7.5 Turkey - Market size and forecast 2025-2030
- Chart on Turkey - Market size and forecast 2025-2030 ($ million)
- Data Table on Turkey - Market size and forecast 2025-2030 ($ million)
- Chart on Turkey - Year-over-year growth 2025-2030 (%)
- Data Table on Turkey - Year-over-year growth 2025-2030 (%)
- 12.8 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)
13 Drivers, Challenges, and Opportunity
- 13.1 Market drivers
- Increasing data generation and advent of big data
- Growing need to detect fraud and scams
- Adoption of analytics to achieve customer centricity
- 13.2 Market challenges
- Need for data assumptions in predictive models
- Increasing volume and complexity of historical data
- Accessibility issues for quality and standardized data
- 13.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2025 and 2030
- 13.4 Market opportunities
- Proliferation of advanced technologies, AI, and IoT
- Increasing adoption of real-time data analytics
- Generation of native machine data
14 Competitive Landscape
- 14.1 Overview
- 14.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- 14.3 Landscape disruption
- Overview on factors of disruption
- 14.4 Industry risks
- Impact of key risks on business
15 Competitive Analysis
- 15.1 Companies profiled
- Companies covered
- 15.2 Company ranking index
- Company ranking index
- 15.3 Market positioning of companies
- Matrix on companies position and classification
- 15.4 Altair Engineering Inc.
- Altair Engineering Inc. - Overview
- Altair Engineering Inc. - Business segments
- Altair Engineering Inc. - Key news
- Altair Engineering Inc. - Key offerings
- Altair Engineering Inc. - Segment focus
- SWOT
- 15.5 Alteryx Inc.
- Alteryx Inc. - Overview
- Alteryx Inc. - Product / Service
- Alteryx Inc. - Key news
- Alteryx Inc. - Key offerings
- SWOT
- 15.6 DataRobot Inc.
- DataRobot Inc. - Overview
- DataRobot Inc. - Product / Service
- DataRobot Inc. - Key offerings
- SWOT
- 15.7 Domino Data Lab Inc.
- Domino Data Lab Inc. - Overview
- Domino Data Lab Inc. - Product / Service
- Domino Data Lab Inc. - Key offerings
- SWOT
- 15.8 Domo Inc.
- Domo Inc. - Overview
- Domo Inc. - Product / Service
- Domo Inc. - Key offerings
- SWOT
- 15.9 Fair Isaac Corp.
- Fair Isaac Corp. - Overview
- Fair Isaac Corp. - Business segments
- Fair Isaac Corp. - Key news
- Fair Isaac Corp. - Key offerings
- Fair Isaac Corp. - Segment focus
- SWOT
- 15.10 H2O.ai Inc.
- H2O.ai Inc. - Overview
- H2O.ai Inc. - Product / Service
- H2O.ai Inc. - Key offerings
- SWOT
- 15.11 InData Labs
- InData Labs - Overview
- InData Labs - Product / Service
- InData Labs - Key offerings
- SWOT
- 15.12 KNIME AG
- KNIME AG - Overview
- KNIME AG - Product / Service
- KNIME AG - Key offerings
- SWOT
- 15.13 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
- 15.14 Oracle Corp.
- Oracle Corp. - Overview
- Oracle Corp. - Business segments
- Oracle Corp. - Key news
- Oracle Corp. - Key offerings
- Oracle Corp. - Segment focus
- SWOT
- 15.15 Palantir Technologies Inc.
- Palantir Technologies Inc. - Overview
- Palantir Technologies Inc. - Product / Service
- Palantir Technologies Inc. - Key offerings
- SWOT
- 15.16 QlikTech International AB
- QlikTech International AB - Overview
- QlikTech International AB - Product / Service
- QlikTech International AB - Key offerings
- SWOT
- 15.17 Salesforce Inc.
- Salesforce Inc. - Overview
- Salesforce Inc. - Product / Service
- Salesforce Inc. - Key news
- Salesforce Inc. - Key offerings
- SWOT
- 15.18 SAP SE
- SAP SE - Overview
- SAP SE - Business segments
- SAP SE - Key news
- SAP SE - Key offerings
- SAP SE - Segment focus
- SWOT
16 Appendix
- 16.1 Scope of the report
- Market definition
- Objectives
- Notes and caveats
- 16.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 16.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 16.4 Research methodology
- Research methodology
- 16.5 Data procurement
- Information sources
- 16.6 Data validation
- Data validation
- 16.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 16.8 Data synthesis
- Data synthesis
- 16.9 360 degree market analysis
- 360 degree market analysis
- 16.10 List of abbreviations
- List of abbreviations
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