시장보고서
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세계의 모델 검증 플랫폼 시장 보고서(2025년)

Model Validation Platform Global Market Report 2025

발행일: | 리서치사: The Business Research Company | 페이지 정보: 영문 250 Pages | 배송안내 : 2-10일 (영업일 기준)

    
    
    




■ 보고서에 따라 최신 정보로 업데이트하여 보내드립니다. 배송일정은 문의해 주시기 바랍니다.

모델 검증 플랫폼 시장 규모는 최근 급속히 확대되고 있습니다. 2024년 21억 7,000만 달러로 평가되었고, 2025년에는 25억 2,000만 달러에 이르고, CAGR 15.9%로 성장할 것으로 전망되고 있습니다. 지난 몇 년간의 성장은 리스크 관리 툴의 도입 확대, 규제 준수에 대한 수요 증가, 금융 모델의 복잡화, 은행 업계의 데이터 분석 확대, 거버넌스와 감사 대응에 대한 주목 증가 등이 요인으로 생각됩니다.

모델 검증 플랫폼 시장 규모는 향후 수년간 급속한 성장이 예상됩니다. 2029년에는 45억 달러에 달하고, CAGR은 15.6%를 나타낼 전망입니다. 예측 기간의 성장은 자동화된 모델 라이프사이클 관리에 중점을 두고 확장 가능한 클라우드 기반 검증 플랫폼에 대한 수요 증가, 핀테크 및 디지털 뱅킹 생태계 확대, 설명 가능한 AI와 투명성에 대한 주목이 높아짐, 통합 리스크 관리 프레임워크의 도입 증가로 인한 것입니다. 예측기간의 주요 동향으로는 기술적 진보, 인공지능(AI) 및 머신러닝(ML) 알고리즘의 혁신, 자동화된 검증 워크플로우의 개발, 연구개발에 대한 투자, 고급 분석 능력의 출현 등이 있습니다.

인공지능(AI) 및 머신러닝(ML)의 채택 확대는 향후 모델 검증 플랫폼 시장의 성장을 이끌 것으로 예측됩니다. 인공지능과 머신러닝은 컴퓨터 시스템이 패턴 인식, 의사결정, 예측 분석 등 인간과 같은 지능을 필요로 하는 작업을 수행할 수 있게 하는 기술입니다. 디지털 전환 이니셔티브는 업계와 상관없이 조직이 효율성 향상과 경쟁 우위를 유지하기 위해 이러한 기술을 핵심 업무에 통합하면서 AI와 ML 채택을 증가시키고 있습니다. AI 및 ML의 이용 확대는 모델 검증 플랫폼 수요를 지원하고 있습니다. 도입 전에 AI 및 ML 모델의 정밀도, 성능, 신뢰성을 체계적으로 테스트, 검증 및 타당성 확인하는 전문 툴이 불가결해져, 이러한 복잡한 알고리즘이 올바르게 기능해, 모든 용도에 있어서 규제 기준에 준거하는 것을 보증하기 위해서입니다. 예를 들어 영국 정부기관인 국가통계국(ONS)에 따르면 2025년 3월 시점에서 2023년 AI 도입률은 서비스업에서 9%, 제조업에서 5%에 달하고 2024년에는 전체적으로 22%로 상승할 것으로 예측되고 있습니다. 따라서 AI와 ML의 도입 확대는 모델 검증 플랫폼 시장의 성장을 이끌고 있습니다.

모델 검증 플랫폼 시장에서 사업을 전개하는 주요 기업은 공정하고 신뢰할 수 있고 정확한 모델 성능을 보장하기 위해 AI 구동 바이어스 검출과 같은 혁신적인 솔루션에 주력하고 있습니다. AI 구동형 바이어스 검출은 AI 툴을 이용하여 모델내의 불공평 또는 편향된 결과를 자동적으로 특정·평가하고, 공정한 의사결정의 확보, 정밀도의 향상, 도입 전의 바이어스 경감에 의한 신뢰 구축을 지원합니다. 예를 들어, 2024년 3월에는 미국 소프트웨어 기업 Kolena Inc.가 AI 시스템의 신속한 테스트, 검증 및 모니터링을 목적으로 하는 종합적 솔루션인 AI and ML Model Quality Platform을 발표했습니다. 이 플랫폼을 통해 개발자는 컴퓨터 비전, 언어 모델, 멀티 모달 AI 등 다양한 시나리오에서 바이어스 검출, 데이터 품질 평가, 모델 성능 평가가 가능해 도입 전의 공정하고 고성능 모델을 보장합니다. 테스트 워크플로우를 자동화하면 모델 검증에 필요한 시간과 노력을 줄이고 팀이 숨겨진 결함을 파악하고 모델 열화를 모니터링하며 데이터 드리프트를 실시간으로 처리할 수 있습니다. 이 플랫폼은 배포 전후의 모니터링을 지원하고 AI 시스템의 투명성, 책임, 신뢰성을 높이는 종합적인 AI 품질 보증 접근 방식을 제공합니다.

자주 묻는 질문

  • 모델 검증 플랫폼 시장 규모는 어떻게 변화하고 있나요?
  • 모델 검증 플랫폼 시장의 향후 성장 전망은 어떤가요?
  • 모델 검증 플랫폼 시장의 주요 성장 요인은 무엇인가요?
  • AI와 ML의 채택이 모델 검증 플랫폼 시장에 미치는 영향은 무엇인가요?
  • 모델 검증 플랫폼 시장에서 주요 기업들은 어떤 혁신적인 솔루션에 주력하고 있나요?
  • 모델 검증 플랫폼 시장에서 Kolena Inc.의 역할은 무엇인가요?

목차

제1장 주요 요약

제2장 시장 특징

제3장 시장 동향과 전략

제4장 시장 : 금리, 인플레이션, 지정학, 무역전쟁과 관세, 그리고 코로나 및 회복이 시장에 미치는 영향을 포함한 거시경제 시나리오

제5장 세계의 성장 분석과 전략 분석 프레임워크

  • 세계의 모델 검증 플랫폼 : PESTEL 분석(정치, 사회, 기술, 환경, 법적 요인, 촉진요인과 억제요인)
  • 최종 이용 산업의 분석
  • 세계 모델 검증 플랫폼 시장 : 성장률 분석
  • 세계 모델 검증 플랫폼 시장 실적 : 규모와 성장, 2019-2024
  • 세계 모델 검증 플랫폼 시장 예측 : 규모와 성장, 2024-2029, 2034F
  • 세계 모델 검증 플랫폼 : 총 잠재 시장 규모(TAM)

제6장 시장 세분화

  • 세계의 모델 검증 플랫폼 시장 : 컴포넌트별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • 소프트웨어
  • 서비스
  • 세계의 모델 검증 플랫폼 시장 : 전개 모드별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • On-Premise
  • 클라우드 기반
  • 세계의 모델 검증 플랫폼 시장 : 기업 규모별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • 대기업
  • 중소기업
  • 세계의 모델 검증 플랫폼 시장 : 용도별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • 리스크 관리
  • 컴플라이언스
  • 부정 감지
  • 모델 감시
  • 퍼포먼스 분석
  • 기타 용도
  • 세계의 모델 검증 플랫폼 시장 : 최종 사용자별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • 은행, 금융서비스 및 보험(BFSI)
  • 헬스케어
  • 소매
  • 제조업
  • 정보 기술(IT 및 통신)
  • 정부
  • 기타 최종 사용자
  • 세계의 모델 검증 플랫폼 시장 : 세분화 소프트웨어, 유형별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • 모델 테스트 툴
  • 모델 모니터링 애플리케이션
  • 성능 분석 소프트웨어
  • 컴플라이언스 및 보고 도구
  • 세계의 모델 검증 플랫폼 시장 : 세분화 서비스, 유형별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • 컨설팅 서비스
  • 도입 지원
  • 연수 및 워크숍
  • 지속적인 유지보수 서비스

제7장 지역별/국가별 분석

  • 세계의 모델 검증 플랫폼 시장 : 지역별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • 세계의 모델 검증 플랫폼 시장 : 국가별, 분석과 예측, 2019-2024, 2024-2029F, 2034F

제8장 아시아태평양 시장

제9장 중국 시장

제10장 인도 시장

제11장 일본 시장

제12장 호주 시장

제13장 인도네시아 시장

제14장 한국 시장

제15장 서유럽 시장

제16장 영국 시장

제17장 독일 시장

제18장 프랑스 시장

제19장 이탈리아 시장

제20장 스페인 시장

제21장 동유럽 시장

제22장 러시아 시장

제23장 북미 시장

제24장 미국 시장

제25장 캐나다 시장

제26장 남미 시장

제27장 브라질 시장

제28장 중동 시장

제29장 아프리카 시장

제30장 경쟁 구도와 기업 프로파일

  • 모델 검증 플랫폼 시장 : 경쟁 구도
  • 모델 검증 플랫폼 시장 : 기업 프로파일
    • International Business Machines Corporation(IBM) : 개요, 제품 및 서비스, 전략 및 재무 분석
    • PricewaterhouseCoopers International Limited(PwC) : 개요, 제품 및 서비스, 전략 및 재무 분석
    • Ernst & Young Global Limited(EY) : 개요, 제품 및 서비스, 전략 및 재무 분석
    • KPMG International Limited : 개요, 제품 및 서비스, 전략 및 재무 분석
    • Capgemini SE : 개요, 제품 및 서비스, 전략 및 재무 분석

제31장 기타 주요 기업 및 혁신 기업

  • BlackRock Inc.
  • HCL Technologies Limited
  • Wolters Kluwer NV
  • Moody's Analytics Inc.
  • Equifax Inc.
  • Protiviti Inc.
  • SAS Institute Inc.
  • Fair Isaac Corporation(FICO)
  • The MathWorks Inc.
  • Experian plc
  • ValidMind Inc.
  • DataRobot Inc.
  • Encord Ltd.
  • LogicManager Inc.
  • Yields MRM Ltd.

제32장 세계 시장 경쟁 벤치마킹과 대시보드

제33장 주요 인수합병(M&A)

제34장 최근 시장 동향

제35장 시장의 잠재력이 높은 국가, 부문, 전략

  • 모델 검증 플랫폼 시장 2029 : 새로운 기회를 제공하는 국가
  • 모델 검증 플랫폼 시장 2029 : 새로운 기회를 제공하는 부문
  • 모델 검증 플랫폼 시장 2029 : 성장 전략
    • 시장 동향에 기초한 전략
    • 경쟁 전략

제36장 부록

SHW 25.12.09

A model validation platform is a system designed to evaluate the accuracy, reliability, and performance of predictive or analytical models. It systematically tests models against predefined criteria and benchmarks to ensure compliance with required standards. The platform helps detect weaknesses, biases, and areas for improvement in model design and implementation, enabling robust, consistent, and trustworthy outcomes while supporting continuous optimization and adherence to regulatory requirements.

The key components of a model validation platform are software and services. Software refers to tools and applications that test, monitor, and validate predictive models to ensure accuracy, reliability, and compliance. These solutions are deployed through on-premises and cloud-based models and are used by enterprises of all sizes, including large enterprises and small and medium enterprises. They are applied in areas such as risk management, compliance, fraud detection, model monitoring, performance analytics, and other applications, and are utilized by end-users including banking, financial services, and insurance (BFSI), healthcare, retail, manufacturing, information technology (IT) and telecommunications, government, and other organizations.

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report's Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

The rapid escalation of U.S. tariffs and the resulting trade tensions in spring 2025 are significantly impacting the information technology sector, particularly in hardware manufacturing, data infrastructure, and software deployment. Higher duties on imported semiconductors, circuit boards, and networking equipment have raised production and operational costs for tech firms, cloud service providers, and data centers. Companies relying on globally sourced components for laptops, servers, and consumer electronics are facing longer lead times and increased pricing pressures. In parallel, tariffs on specialized software tools and retaliatory measures from key international markets have disrupted global IT supply chains and reduced overseas demand for U.S.-developed technologies. To navigate these challenges, the sector is accelerating investments in domestic chip fabrication, diversifying supplier bases, and adopting AI-driven automation to enhance operational resilience and cost efficiency.

The model validation platform market research report is one of a series of new reports from The Business Research Company that provides model validation platform market statistics, including model validation platform industry global market size, regional shares, competitors with the model validation platform market share, model validation platform market segments, market trends, and opportunities, and any further data you may need to thrive in the model validation platform industry. This model validation platform market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The model validation platform market size has grown rapidly in recent years. It will grow from $2.17 billion in 2024 to $2.52 billion in 2025 at a compound annual growth rate (CAGR) of 15.9%. The growth in the historic period can be attributed to rising adoption of risk management tools, increasing demand for regulatory compliance, growing complexity of financial models, expansion of data analytics in banking, and heightened focus on governance and audit readiness.

The model validation platform market size is expected to see rapid growth in the next few years. It will grow to $4.50 billion in 2029 at a compound annual growth rate (CAGR) of 15.6%. The growth in the forecast period can be attributed to increasing emphasis on automated model lifecycle management, rising demand for scalable cloud-based validation platforms, expansion of fintech and digital banking ecosystems, growing focus on explainable AI and transparency, and rising adoption of integrated risk management frameworks. Key trends in the forecast period include technological advancements, innovation in artificial intelligence (AI) and machine learning (ML) algorithms, development of automated validation workflows, investment in research and development, and emergence of advanced analytics capabilities.

The rising adoption of artificial intelligence (AI) and machine learning (ML) is expected to drive the growth of the model validation platform market going forward. Artificial intelligence and machine learning are technologies that allow computer systems to perform tasks requiring human-like intelligence, including pattern recognition, decision-making, and predictive analysis. Adoption of AI and ML is increasing due to digital transformation initiatives, as organizations across industries integrate these technologies into core operations to improve efficiency and maintain competitive advantage. The growing use of AI and ML supports model validation platforms by creating a key need for specialized tools that systematically test, verify, and validate the accuracy, performance, and reliability of AI and ML models before deployment, ensuring these complex algorithms function correctly and comply with regulatory standards across applications. For example, in March 2025, according to the Office for National Statistics, a UK-based government agency, AI adoption in 2023 reached 9% of firms in the services sector and 5% in the manufacturing sector, with overall adoption projected to rise to 22% in 2024. Therefore, the increasing adoption of AI and ML is driving the growth of the model validation platform market.

Key companies operating in the model validation platform market are focusing on innovative solutions such as AI-driven bias detection to ensure fair, reliable, and accurate model performance. AI-driven bias detection uses AI tools to automatically identify and assess unfair or skewed outcomes in models, helping ensure equitable decisions, improve accuracy, and build trust by mitigating biases before deployment. For instance, in March 2024, Kolena Inc., a US-based software company, launched its AI and ML Model Quality Platform, a comprehensive solution designed to rapidly test, validate, and monitor AI systems. The platform enables developers to detect biases, assess data quality, and evaluate model performance across diverse scenarios, including computer vision, language models, and multi-modal AI, ensuring fair and high-performing models before deployment. Automating testing workflows reduces the time and effort required for model validation, allowing teams to identify hidden flaws, monitor model degradation, and address data drift in real time. The platform also supports pre-deployment and post-deployment monitoring, offering a holistic approach to AI quality assurance that enhances transparency, accountability, and trust in AI systems.

In August 2023, Synopsys Inc., a US-based electronic design automation (EDA) company, acquired PikeTec GmbH for an undisclosed amount. Through this acquisition, Synopsys aims to strengthen its automotive software testing and verification capabilities, providing automotive companies with more efficient and comprehensive solutions to develop software-defined vehicles faster, safer, and more securely. The acquisition addresses growing vehicle software complexity, virtualizes testing environments, and enables early-stage validation across all phases of development. PikeTec GmbH is a Germany-based software company specializing in automotive software testing through its test automation tool, TPT (time partition testing).

Major players in the model validation platform market are International Business Machines Corporation (IBM), PricewaterhouseCoopers International Limited (PwC), Ernst & Young Global Limited (EY), KPMG International Limited, Capgemini SE, BlackRock Inc., HCL Technologies Limited, Wolters Kluwer N.V., Moody's Analytics Inc., Equifax Inc., Protiviti Inc., SAS Institute Inc., Fair Isaac Corporation (FICO), The MathWorks Inc., Experian plc, ValidMind Inc., DataRobot Inc., Encord Ltd., LogicManager Inc., Yields MRM Ltd., Fiddler Labs Inc., ArthurAI Inc., ModelOp Inc., and Deepchecks Ltd.

North America was the largest region in the model validation platform market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in model validation platform report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the model validation platform market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The model validation platform market includes revenues earned by entities by providing services such as third-party model certification services, performance drift remediation services, regulatory audit readiness services, model governance policy design services, and validation data management services. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Model Validation Platform Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on model validation platform market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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  • Assess the impact of key macro factors such as geopolitical conflicts, trade policies and tariffs, post-pandemic supply chain realignment, inflation and interest rate fluctuations, and evolving regulatory landscapes.
  • Create regional and country strategies on the basis of local data and analysis.
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  • Benchmark performance against key competitors.
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  • All data from the report will also be delivered in an excel dashboard format.

Where is the largest and fastest growing market for model validation platform ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward, including technological disruption, regulatory shifts, and changing consumer preferences? The model validation platform market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

  • Markets Covered:1) By Component: Software; Services
  • 2) By Deployment Mode: On-Premises; Cloud-Based
  • 3) By Enterprise Size: Large Enterprises; Small And Medium Enterprises
  • 4) By Application: Risk Management; Compliance; Fraud Detection; Model Monitoring; Performance Analytics; Other Applications
  • 5) By End-User: Banking, Financial Services, And Insurance (BFSI); Healthcare; Retail; Manufacturing; Information Technology (IT) And Telecommunications; Government; Other End-Users
  • Subsegments:
  • 1) By Software: Model Testing Tools; Model Monitoring Applications; Performance Analytics Software; Compliance And Reporting Tools
  • 2) By Services: Consulting Services; Implementation Support; Training And Workshops; Ongoing Maintenance Services
  • Companies Mentioned: International Business Machines Corporation (IBM); PricewaterhouseCoopers International Limited (PwC); Ernst & Young Global Limited (EY); KPMG International Limited; Capgemini SE; BlackRock Inc.; HCL Technologies Limited; Wolters Kluwer N.V.; Moody's Analytics Inc.; Equifax Inc.; Protiviti Inc.; SAS Institute Inc.; Fair Isaac Corporation (FICO); The MathWorks Inc.; Experian plc; ValidMind Inc.; DataRobot Inc.; Encord Ltd.; LogicManager Inc.; Yields MRM Ltd.; Fiddler Labs Inc.; ArthurAI Inc.; ModelOp Inc.; Deepchecks Ltd.
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain.
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time Series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data Segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery Format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Model Validation Platform Market Characteristics

3. Model Validation Platform Market Trends And Strategies

4. Model Validation Platform Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

  • 4.1. Supply Chain Impact from Tariff War & Trade Protectionism

5. Global Model Validation Platform Growth Analysis And Strategic Analysis Framework

  • 5.1. Global Model Validation Platform PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
  • 5.2. Analysis Of End Use Industries
  • 5.3. Global Model Validation Platform Market Growth Rate Analysis
  • 5.4. Global Model Validation Platform Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
  • 5.5. Global Model Validation Platform Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
  • 5.6. Global Model Validation Platform Total Addressable Market (TAM)

6. Model Validation Platform Market Segmentation

  • 6.1. Global Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Software
  • Services
  • 6.2. Global Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • On-Premises
  • Cloud-Based
  • 6.3. Global Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Large Enterprises
  • Small And Medium Enterprises
  • 6.4. Global Model Validation Platform Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Risk Management
  • Compliance
  • Fraud Detection
  • Model Monitoring
  • Performance Analytics
  • Other Applications
  • 6.5. Global Model Validation Platform Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Banking, Financial Services, And Insurance (BFSI)
  • Healthcare
  • Retail
  • Manufacturing
  • Information Technology (IT) And Telecommunications
  • Government
  • Other End-Users
  • 6.6. Global Model Validation Platform Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Model Testing Tools
  • Model Monitoring Applications
  • Performance Analytics Software
  • Compliance And Reporting Tools
  • 6.7. Global Model Validation Platform Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Consulting Services
  • Implementation Support
  • Training And Workshops
  • Ongoing Maintenance Services

7. Model Validation Platform Market Regional And Country Analysis

  • 7.1. Global Model Validation Platform Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 7.2. Global Model Validation Platform Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Model Validation Platform Market

  • 8.1. Asia-Pacific Model Validation Platform Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.3. Asia-Pacific Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.4. Asia-Pacific Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Model Validation Platform Market

  • 9.1. China Model Validation Platform Market Overview
  • 9.2. China Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.3. China Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.4. China Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Model Validation Platform Market

  • 10.1. India Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.2. India Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.3. India Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Model Validation Platform Market

  • 11.1. Japan Model Validation Platform Market Overview
  • 11.2. Japan Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.3. Japan Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.4. Japan Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Model Validation Platform Market

  • 12.1. Australia Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.2. Australia Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.3. Australia Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Model Validation Platform Market

  • 13.1. Indonesia Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.2. Indonesia Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.3. Indonesia Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Model Validation Platform Market

  • 14.1. South Korea Model Validation Platform Market Overview
  • 14.2. South Korea Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.3. South Korea Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.4. South Korea Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Model Validation Platform Market

  • 15.1. Western Europe Model Validation Platform Market Overview
  • 15.2. Western Europe Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.3. Western Europe Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.4. Western Europe Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Model Validation Platform Market

  • 16.1. UK Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.2. UK Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.3. UK Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Model Validation Platform Market

  • 17.1. Germany Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.2. Germany Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.3. Germany Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Model Validation Platform Market

  • 18.1. France Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.2. France Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.3. France Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Model Validation Platform Market

  • 19.1. Italy Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.2. Italy Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.3. Italy Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Model Validation Platform Market

  • 20.1. Spain Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.2. Spain Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.3. Spain Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Model Validation Platform Market

  • 21.1. Eastern Europe Model Validation Platform Market Overview
  • 21.2. Eastern Europe Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.3. Eastern Europe Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.4. Eastern Europe Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Model Validation Platform Market

  • 22.1. Russia Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.2. Russia Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.3. Russia Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Model Validation Platform Market

  • 23.1. North America Model Validation Platform Market Overview
  • 23.2. North America Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.3. North America Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.4. North America Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Model Validation Platform Market

  • 24.1. USA Model Validation Platform Market Overview
  • 24.2. USA Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.3. USA Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.4. USA Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Model Validation Platform Market

  • 25.1. Canada Model Validation Platform Market Overview
  • 25.2. Canada Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.3. Canada Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.4. Canada Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Model Validation Platform Market

  • 26.1. South America Model Validation Platform Market Overview
  • 26.2. South America Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.3. South America Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.4. South America Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Model Validation Platform Market

  • 27.1. Brazil Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.2. Brazil Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.3. Brazil Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Model Validation Platform Market

  • 28.1. Middle East Model Validation Platform Market Overview
  • 28.2. Middle East Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.3. Middle East Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.4. Middle East Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Model Validation Platform Market

  • 29.1. Africa Model Validation Platform Market Overview
  • 29.2. Africa Model Validation Platform Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.3. Africa Model Validation Platform Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.4. Africa Model Validation Platform Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Model Validation Platform Market Competitive Landscape And Company Profiles

  • 30.1. Model Validation Platform Market Competitive Landscape
  • 30.2. Model Validation Platform Market Company Profiles
    • 30.2.1. International Business Machines Corporation (IBM) Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.2. PricewaterhouseCoopers International Limited (PwC) Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.3. Ernst & Young Global Limited (EY) Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.4. KPMG International Limited Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.5. Capgemini SE Overview, Products and Services, Strategy and Financial Analysis

31. Model Validation Platform Market Other Major And Innovative Companies

  • 31.1. BlackRock Inc.
  • 31.2. HCL Technologies Limited
  • 31.3. Wolters Kluwer N.V.
  • 31.4. Moody's Analytics Inc.
  • 31.5. Equifax Inc.
  • 31.6. Protiviti Inc.
  • 31.7. SAS Institute Inc.
  • 31.8. Fair Isaac Corporation (FICO)
  • 31.9. The MathWorks Inc.
  • 31.10. Experian plc
  • 31.11. ValidMind Inc.
  • 31.12. DataRobot Inc.
  • 31.13. Encord Ltd.
  • 31.14. LogicManager Inc.
  • 31.15. Yields MRM Ltd.

32. Global Model Validation Platform Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Model Validation Platform Market

34. Recent Developments In The Model Validation Platform Market

35. Model Validation Platform Market High Potential Countries, Segments and Strategies

  • 35.1 Model Validation Platform Market In 2029 - Countries Offering Most New Opportunities
  • 35.2 Model Validation Platform Market In 2029 - Segments Offering Most New Opportunities
  • 35.3 Model Validation Platform Market In 2029 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer
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