Global Ai-model Risk Management Market 2025-2029

Best Price Guarantee	Length	Publisher	Published Date	SKU
from $2,500	246 Pages	TechNavio	July, 2025	INF20212884

Best Price Guarantee
Price	from $2,500
Length	246 Pages
Publisher	TechNavio
Published Date	July, 2025
SKU	INF20212884

AI-Model Risk Management Market 2025-2029

The ai-model risk management market is forecasted to grow by USD 5477.3 mn during 2024-2029, accelerating at a CAGR of 14.8% during the forecast period. The report on the ai-model risk management 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 intensifying global regulatory scrutiny and compliance mandates, proliferation and escalating complexity of ai, spearheaded by generative ai, and heightened corporate awareness of severe reputational and financial risks.

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.

Technavio's ai-model risk management market is segmented as below:

By Application

Fraud detection
Regulatory compliance monitoring
Model governance and validation
Customer segmentation and targeting
Others

By Component

Software by type
Software by deployment mode
Services

By Type

Operational risk
Compliance risk
Strategic risk

By Geographical Landscape

North America
APAC
Europe
Middle East and Africa
South America

This study identifies the consolidation towards holistic, end-to-end governance platforms as one of the prime reasons driving the ai-model risk management market growth during the next few years. Also, operationalization of responsible ai from principle to practice and rising imperative of third-party ai-model risk management will lead to sizable demand in the market.

The report on the ai-model risk management market covers the following areas:

AI-Model Risk Management Market sizing
AI-Model Risk Management Market forecast
AI-Model Risk Management 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 ai-model risk management market vendors that include Accenture PLC, Alteryx Inc., Amazon Web Services Inc., Capgemini Service SAS, Cognizant Technology Solutions Corp., DataRobot Inc., Fair Isaac Corp., Google LLC, H2O.ai Inc., Informatica Inc., International Business Machines Corp., Microsoft Corp., ModelOp, Oracle Corp., Palantir Technologies Inc., Quantiphi Inc., Riskfuel Analytics Inc., SAS Institute Inc., and Tata Consultancy Services Ltd.. Also, the ai-model risk management 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.

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 Geographical Landscape; Executive Summary - Chart on Market Segmentation by Application; Executive Summary - Chart on Market Segmentation by Component; Executive Summary - Chart on Market Segmentation by Type; 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; Overview on criticality of inputs and factors of differentiation; 2.3 Factors of disruption; Overview on factors of disruption; 2.4 Impact of drivers and challenges; Impact of drivers and challenges in 2024 and 2029
3 Market Landscape: 3.1 Market ecosystem; Parent Market; Data Table on - Parent Market; 3.2 Market characteristics; Market characteristics analysis; 3.3 Value chain analysis; Value chain analysis
4 Market Sizing: 4.1 Market definition; Offerings of companies included in the market definition; 4.2 Market segment analysis; Market segments; 4.3 Market size 2024; 4.4 Market outlook: Forecast for 2024-2029; Chart on Global - Market size and forecast 2024-2029 ($ million); Data Table on Global - Market size and forecast 2024-2029 ($ million); Chart on Global Market: Year-over-year growth 2024-2029 (%); Data Table on Global Market: Year-over-year growth 2024-2029 (%)
5 Historic Market Size: 5.1 Global AI-Model Risk Management Market 2019 - 2023; Historic Market Size - Data Table on Global AI-Model Risk Management Market 2019 - 2023 ($ million); 5.2 Application segment analysis 2019 - 2023; Historic Market Size - Application Segment 2019 - 2023 ($ million); 5.3 Component segment analysis 2019 - 2023; Historic Market Size - Component Segment 2019 - 2023 ($ million); 5.4 Type segment analysis 2019 - 2023; Historic Market Size - Type Segment 2019 - 2023 ($ million); 5.5 Geography segment analysis 2019 - 2023; Historic Market Size - Geography Segment 2019 - 2023 ($ million); 5.6 Country segment analysis 2019 - 2023; Historic Market Size - Country Segment 2019 - 2023 ($ million)
6 Five Forces Analysis: 6.1 Five forces summary; Five forces analysis - Comparison between 2024 and 2029; 6.2 Bargaining power of buyers; Bargaining power of buyers - Impact of key factors 2024 and 2029; 6.3 Bargaining power of suppliers; Bargaining power of suppliers - Impact of key factors in 2024 and 2029; 6.4 Threat of new entrants; Threat of new entrants - Impact of key factors in 2024 and 2029; 6.5 Threat of substitutes; Threat of substitutes - Impact of key factors in 2024 and 2029; 6.6 Threat of rivalry; Threat of rivalry - Impact of key factors in 2024 and 2029; 6.7 Market condition; Chart on Market condition - Five forces 2024 and 2029
7 Market Segmentation by Application: 7.1 Market segments; Chart on Application - Market share 2024-2029 (%); Data Table on Application - Market share 2024-2029 (%); 7.2 Comparison by Application; Chart on Comparison by Application; Data Table on Comparison by Application; 7.3 Fraud detection - Market size and forecast 2024-2029; Chart on Fraud detection - Market size and forecast 2024-2029 ($ million); Data Table on Fraud detection - Market size and forecast 2024-2029 ($ million); Chart on Fraud detection - Year-over-year growth 2024-2029 (%); Data Table on Fraud detection - Year-over-year growth 2024-2029 (%); 7.4 Regulatory compliance monitoring - Market size and forecast 2024-2029; Chart on Regulatory compliance monitoring - Market size and forecast 2024-2029 ($ million); Data Table on Regulatory compliance monitoring - Market size and forecast 2024-2029 ($ million); Chart on Regulatory compliance monitoring - Year-over-year growth 2024-2029 (%); Data Table on Regulatory compliance monitoring - Year-over-year growth 2024-2029 (%); 7.5 Model governance and validation - Market size and forecast 2024-2029; Chart on Model governance and validation - Market size and forecast 2024-2029 ($ million); Data Table on Model governance and validation - Market size and forecast 2024-2029 ($ million); Chart on Model governance and validation - Year-over-year growth 2024-2029 (%); Data Table on Model governance and validation - Year-over-year growth 2024-2029 (%); 7.6 Customer segmentation and targeting - Market size and forecast 2024-2029; Chart on Customer segmentation and targeting - Market size and forecast 2024-2029 ($ million); Data Table on Customer segmentation and targeting - Market size and forecast 2024-2029 ($ million); Chart on Customer segmentation and targeting - Year-over-year growth 2024-2029 (%); Data Table on Customer segmentation and targeting - Year-over-year growth 2024-2029 (%); 7.7 Others - Market size and forecast 2024-2029; Chart on Others - Market size and forecast 2024-2029 ($ million); Data Table on Others - Market size and forecast 2024-2029 ($ million); Chart on Others - Year-over-year growth 2024-2029 (%); Data Table on Others - Year-over-year growth 2024-2029 (%); 7.8 Market opportunity by Application; Market opportunity by Application ($ million); Data Table on Market opportunity by Application ($ million)
8 Market Segmentation by Component: 8.1 Market segments; Chart on Component - Market share 2024-2029 (%); Data Table on Component - Market share 2024-2029 (%); 8.2 Comparison by Component; Chart on Comparison by Component; Data Table on Comparison by Component; 8.3 Software by type - Market size and forecast 2024-2029; Chart on Software by type - Market size and forecast 2024-2029 ($ million); Data Table on Software by type - Market size and forecast 2024-2029 ($ million); Chart on Software by type - Year-over-year growth 2024-2029 (%); Data Table on Software by type - Year-over-year growth 2024-2029 (%); 8.4 Software by deployment mode - Market size and forecast 2024-2029; Chart on Software by deployment mode - Market size and forecast 2024-2029 ($ million); Data Table on Software by deployment mode - Market size and forecast 2024-2029 ($ million); Chart on Software by deployment mode - Year-over-year growth 2024-2029 (%); Data Table on Software by deployment mode - Year-over-year growth 2024-2029 (%); 8.5 Services - Market size and forecast 2024-2029; Chart on Services - Market size and forecast 2024-2029 ($ million); Data Table on Services - Market size and forecast 2024-2029 ($ million); Chart on Services - Year-over-year growth 2024-2029 (%); Data Table on Services - Year-over-year growth 2024-2029 (%); 8.6 Market opportunity by Component; Market opportunity by Component ($ million); Data Table on Market opportunity by Component ($ million)
9 Market Segmentation by Type: 9.1 Market segments; Chart on Type - Market share 2024-2029 (%); Data Table on Type - Market share 2024-2029 (%); 9.2 Comparison by Type; Chart on Comparison by Type; Data Table on Comparison by Type; 9.3 Operational risk - Market size and forecast 2024-2029; Chart on Operational risk - Market size and forecast 2024-2029 ($ million); Data Table on Operational risk - Market size and forecast 2024-2029 ($ million); Chart on Operational risk - Year-over-year growth 2024-2029 (%); Data Table on Operational risk - Year-over-year growth 2024-2029 (%); 9.4 Compliance risk - Market size and forecast 2024-2029; Chart on Compliance risk - Market size and forecast 2024-2029 ($ million); Data Table on Compliance risk - Market size and forecast 2024-2029 ($ million); Chart on Compliance risk - Year-over-year growth 2024-2029 (%); Data Table on Compliance risk - Year-over-year growth 2024-2029 (%); 9.5 Strategic risk - Market size and forecast 2024-2029; Chart on Strategic risk - Market size and forecast 2024-2029 ($ million); Data Table on Strategic risk - Market size and forecast 2024-2029 ($ million); Chart on Strategic risk - Year-over-year growth 2024-2029 (%); Data Table on Strategic risk - Year-over-year growth 2024-2029 (%); 9.6 Market opportunity by Type; Market opportunity by Type ($ million); Data Table on Market opportunity by Type ($ million)
10 Customer Landscape: 10.1 Customer landscape overview; Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
11 Geographic Landscape: 11.1 Geographic segmentation; Chart on Market share By Geographical Landscape 2024-2029 (%); Data Table on Market share By Geographical Landscape 2024-2029 (%); 11.2 Geographic comparison; Chart on Geographic comparison; Data Table on Geographic comparison; 11.3 North America - Market size and forecast 2024-2029; Chart on North America - Market size and forecast 2024-2029 ($ million); Data Table on North America - Market size and forecast 2024-2029 ($ million); Chart on North America - Year-over-year growth 2024-2029 (%); Data Table on North America - Year-over-year growth 2024-2029 (%); 11.4 APAC - Market size and forecast 2024-2029; Chart on APAC - Market size and forecast 2024-2029 ($ million); Data Table on APAC - Market size and forecast 2024-2029 ($ million); Chart on APAC - Year-over-year growth 2024-2029 (%); Data Table on APAC - Year-over-year growth 2024-2029 (%); 11.5 Europe - Market size and forecast 2024-2029; Chart on Europe - Market size and forecast 2024-2029 ($ million); Data Table on Europe - Market size and forecast 2024-2029 ($ million); Chart on Europe - Year-over-year growth 2024-2029 (%); Data Table on Europe - Year-over-year growth 2024-2029 (%); 11.6 Middle East and Africa - Market size and forecast 2024-2029; Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million); Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million); Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%); Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%); 11.7 South America - Market size and forecast 2024-2029; Chart on South America - Market size and forecast 2024-2029 ($ million); Data Table on South America - Market size and forecast 2024-2029 ($ million); Chart on South America - Year-over-year growth 2024-2029 (%); Data Table on South America - Year-over-year growth 2024-2029 (%); 11.8 US - Market size and forecast 2024-2029; Chart on US - Market size and forecast 2024-2029 ($ million); Data Table on US - Market size and forecast 2024-2029 ($ million); Chart on US - Year-over-year growth 2024-2029 (%); Data Table on US - Year-over-year growth 2024-2029 (%); 11.9 China - Market size and forecast 2024-2029; Chart on China - Market size and forecast 2024-2029 ($ million); Data Table on China - Market size and forecast 2024-2029 ($ million); Chart on China - Year-over-year growth 2024-2029 (%); Data Table on China - Year-over-year growth 2024-2029 (%); 11.10 UK - Market size and forecast 2024-2029; Chart on UK - Market size and forecast 2024-2029 ($ million); Data Table on UK - Market size and forecast 2024-2029 ($ million); Chart on UK - Year-over-year growth 2024-2029 (%); Data Table on UK - Year-over-year growth 2024-2029 (%); 11.11 Japan - Market size and forecast 2024-2029; Chart on Japan - Market size and forecast 2024-2029 ($ million); Data Table on Japan - Market size and forecast 2024-2029 ($ million); Chart on Japan - Year-over-year growth 2024-2029 (%); Data Table on Japan - Year-over-year growth 2024-2029 (%); 11.12 Canada - Market size and forecast 2024-2029; Chart on Canada - Market size and forecast 2024-2029 ($ million); Data Table on Canada - Market size and forecast 2024-2029 ($ million); Chart on Canada - Year-over-year growth 2024-2029 (%); Data Table on Canada - Year-over-year growth 2024-2029 (%); 11.13 Germany - Market size and forecast 2024-2029; Chart on Germany - Market size and forecast 2024-2029 ($ million); Data Table on Germany - Market size and forecast 2024-2029 ($ million); Chart on Germany - Year-over-year growth 2024-2029 (%); Data Table on Germany - Year-over-year growth 2024-2029 (%); 11.14 South Korea - Market size and forecast 2024-2029; Chart on South Korea - Market size and forecast 2024-2029 ($ million); Data Table on South Korea - Market size and forecast 2024-2029 ($ million); Chart on South Korea - Year-over-year growth 2024-2029 (%); Data Table on South Korea - Year-over-year growth 2024-2029 (%); 11.15 India - Market size and forecast 2024-2029; Chart on India - Market size and forecast 2024-2029 ($ million); Data Table on India - Market size and forecast 2024-2029 ($ million); Chart on India - Year-over-year growth 2024-2029 (%); Data Table on India - Year-over-year growth 2024-2029 (%); 11.16 France - Market size and forecast 2024-2029; Chart on France - Market size and forecast 2024-2029 ($ million); Data Table on France - Market size and forecast 2024-2029 ($ million); Chart on France - Year-over-year growth 2024-2029 (%); Data Table on France - Year-over-year growth 2024-2029 (%); 11.17 Australia - Market size and forecast 2024-2029; Chart on Australia - Market size and forecast 2024-2029 ($ million); Data Table on Australia - Market size and forecast 2024-2029 ($ million); Chart on Australia - Year-over-year growth 2024-2029 (%); Data Table on Australia - Year-over-year growth 2024-2029 (%); 11.18 Market opportunity By Geographical Landscape; Market opportunity By Geographical Landscape ($ million); Data Tables on Market opportunity By Geographical Landscape ($ million)
12 Drivers, Challenges, and Opportunity/Restraints: 12.1 Market drivers; 12.2 Market challenges; 12.3 Impact of drivers and challenges; Impact of drivers and challenges in 2024 and 2029; 12.4 Market opportunities/restraints
13 Competitive Landscape: 13.1 Overview; 13.2 Competitive Landscape; Overview on criticality of inputs and factors of differentiation; 13.3 Landscape disruption; Overview on factors of disruption; 13.4 Industry risks; Impact of key risks on business
14 Competitive Analysis: 14.1 Companies profiled; Companies covered; 14.2 Company ranking index; Company ranking index; 14.3 Market positioning of companies; Matrix on companies position and classification; 14.4 Accenture PLC; Accenture PLC - Overview; Accenture PLC - Business segments; Accenture PLC - Key news; Accenture PLC - Key offerings; Accenture PLC - Segment focus; SWOT; 14.5 Alteryx Inc.; Alteryx Inc. - Overview; Alteryx Inc. - Product / Service; Alteryx Inc. - Key news; Alteryx Inc. - Key offerings; SWOT; 14.6 Amazon Web Services Inc.; Amazon Web Services Inc. - Overview; Amazon Web Services Inc. - Product / Service; Amazon Web Services Inc. - Key news; Amazon Web Services Inc. - Key offerings; SWOT; 14.7 Capgemini Service SAS; Capgemini Service SAS - Overview; Capgemini Service SAS - Business segments; Capgemini Service SAS - Key news; Capgemini Service SAS - Key offerings; Capgemini Service SAS - Segment focus; SWOT; 14.8 Cognizant Technology Solutions Corp.; Cognizant Technology Solutions Corp. - Overview; Cognizant Technology Solutions Corp. - Business segments; Cognizant Technology Solutions Corp. - Key news; Cognizant Technology Solutions Corp. - Key offerings; Cognizant Technology Solutions Corp. - Segment focus; SWOT; 14.9 DataRobot Inc.; DataRobot Inc. - Overview; DataRobot Inc. - Product / Service; DataRobot Inc. - Key offerings; SWOT; 14.10 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; 14.11 Google LLC; Google LLC - Overview; Google LLC - Product / Service; Google LLC - Key offerings; SWOT; 14.12 H2O.ai Inc.; H2O.ai Inc. - Overview; H2O.ai Inc. - Product / Service; H2O.ai Inc. - Key offerings; SWOT; 14.13 Informatica Inc.; Informatica Inc. - Overview; Informatica Inc. - Product / Service; Informatica Inc. - Key news; Informatica Inc. - Key offerings; SWOT; 14.14 International Business Machines Corp.; International Business Machines Corp. - Overview; International Business Machines Corp. - Business segments; International Business Machines Corp. - Key news; International Business Machines Corp. - Key offerings; International Business Machines Corp. - Segment focus; SWOT; 14.15 Microsoft Corp.; Microsoft Corp. - Overview; Microsoft Corp. - Business segments; Microsoft Corp. - Key news; Microsoft Corp. - Key offerings; Microsoft Corp. - Segment focus; SWOT; 14.16 Oracle Corp.; Oracle Corp. - Overview; Oracle Corp. - Business segments; Oracle Corp. - Key news; Oracle Corp. - Key offerings; Oracle Corp. - Segment focus; SWOT; 14.17 SAS Institute Inc.; SAS Institute Inc. - Overview; SAS Institute Inc. - Product / Service; SAS Institute Inc. - Key news; SAS Institute Inc. - Key offerings; SWOT; 14.18 Tata Consultancy Services Ltd.; Tata Consultancy Services Ltd. - Overview; Tata Consultancy Services Ltd. - Business segments; Tata Consultancy Services Ltd. - Key news; Tata Consultancy Services Ltd. - Key offerings; Tata Consultancy Services Ltd. - Segment focus; SWOT
15 Appendix: 15.1 Scope of the report; 15.2 Inclusions and exclusions checklist; Inclusions checklist; Exclusions checklist; 15.3 Currency conversion rates for US$; Currency conversion rates for US$; 15.4 Research methodology; Research methodology; 15.5 Data procurement; Information sources; 15.6 Data validation; Data validation; 15.7 Validation techniques employed for market sizing; Validation techniques employed for market sizing; 15.8 Data synthesis; Data synthesis; 15.9 360 degree market analysis
360 degree market analysis: 15.10 List of abbreviations; List of abbreviations
Exhibits:: Exhibits1: Executive Summary - Chart on Market Overview; Exhibits2: Executive Summary - Data Table on Market Overview; Exhibits3: Executive Summary - Chart on Global Market Characteristics; Exhibits4: Executive Summary - Chart on Market By Geographical Landscape; Exhibits5: Executive Summary - Chart on Market Segmentation by Application; Exhibits6: Executive Summary - Chart on Market Segmentation by Component; Exhibits7: Executive Summary - Chart on Market Segmentation by Type; Exhibits8: Executive Summary - Chart on Incremental Growth; Exhibits9: Executive Summary - Data Table on Incremental Growth; Exhibits10: Executive Summary - Chart on Company Market Positioning; Exhibits11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria; Exhibits12: Overview on criticality of inputs and factors of differentiation; Exhibits13: Overview on factors of disruption; Exhibits14: Impact of drivers and challenges in 2024 and 2029; Exhibits15: Parent Market; Exhibits16: Data Table on - Parent Market; Exhibits17: Market characteristics analysis; Exhibits18: Value chain analysis; Exhibits19: Offerings of companies included in the market definition; Exhibits20: Market segments; Exhibits21: Chart on Global - Market size and forecast 2024-2029 ($ million); Exhibits22: Data Table on Global - Market size and forecast 2024-2029 ($ million); Exhibits23: Chart on Global Market: Year-over-year growth 2024-2029 (%); Exhibits24: Data Table on Global Market: Year-over-year growth 2024-2029 (%); Exhibits25: Historic Market Size - Data Table on Global AI-Model Risk Management Market 2019 - 2023 ($ million); Exhibits26: Historic Market Size - Application Segment 2019 - 2023 ($ million); Exhibits27: Historic Market Size - Component Segment 2019 - 2023 ($ million); Exhibits28: Historic Market Size - Type Segment 2019 - 2023 ($ million); Exhibits29: Historic Market Size - Geography Segment 2019 - 2023 ($ million); Exhibits30: Historic Market Size - Country Segment 2019 - 2023 ($ million); Exhibits31: Five forces analysis - Comparison between 2024 and 2029; Exhibits32: Bargaining power of buyers - Impact of key factors 2024 and 2029; Exhibits33: Bargaining power of suppliers - Impact of key factors in 2024 and 2029; Exhibits34: Threat of new entrants - Impact of key factors in 2024 and 2029; Exhibits35: Threat of substitutes - Impact of key factors in 2024 and 2029; Exhibits36: Threat of rivalry - Impact of key factors in 2024 and 2029; Exhibits37: Chart on Market condition - Five forces 2024 and 2029; Exhibits38: Chart on Application - Market share 2024-2029 (%); Exhibits39: Data Table on Application - Market share 2024-2029 (%); Exhibits40: Chart on Comparison by Application; Exhibits41: Data Table on Comparison by Application; Exhibits42: Chart on Fraud detection - Market size and forecast 2024-2029 ($ million); Exhibits43: Data Table on Fraud detection - Market size and forecast 2024-2029 ($ million); Exhibits44: Chart on Fraud detection - Year-over-year growth 2024-2029 (%); Exhibits45: Data Table on Fraud detection - Year-over-year growth 2024-2029 (%); Exhibits46: Chart on Regulatory compliance monitoring - Market size and forecast 2024-2029 ($ million); Exhibits47: Data Table on Regulatory compliance monitoring - Market size and forecast 2024-2029 ($ million); Exhibits48: Chart on Regulatory compliance monitoring - Year-over-year growth 2024-2029 (%); Exhibits49: Data Table on Regulatory compliance monitoring - Year-over-year growth 2024-2029 (%); Exhibits50: Chart on Model governance and validation - Market size and forecast 2024-2029 ($ million); Exhibits51: Data Table on Model governance and validation - Market size and forecast 2024-2029 ($ million); Exhibits52: Chart on Model governance and validation - Year-over-year growth 2024-2029 (%); Exhibits53: Data Table on Model governance and validation - Year-over-year growth 2024-2029 (%); Exhibits54: Chart on Customer segmentation and targeting - Market size and forecast 2024-2029 ($ million); Exhibits55: Data Table on Customer segmentation and targeting - Market size and forecast 2024-2029 ($ million); Exhibits56: Chart on Customer segmentation and targeting - Year-over-year growth 2024-2029 (%); Exhibits57: Data Table on Customer segmentation and targeting - Year-over-year growth 2024-2029 (%); Exhibits58: Chart on Others - Market size and forecast 2024-2029 ($ million); Exhibits59: Data Table on Others - Market size and forecast 2024-2029 ($ million); Exhibits60: Chart on Others - Year-over-year growth 2024-2029 (%); Exhibits61: Data Table on Others - Year-over-year growth 2024-2029 (%); Exhibits62: Market opportunity by Application ($ million); Exhibits63: Data Table on Market opportunity by Application ($ million); Exhibits64: Chart on Component - Market share 2024-2029 (%); Exhibits65: Data Table on Component - Market share 2024-2029 (%); Exhibits66: Chart on Comparison by Component; Exhibits67: Data Table on Comparison by Component; Exhibits68: Chart on Software by type - Market size and forecast 2024-2029 ($ million); Exhibits69: Data Table on Software by type - Market size and forecast 2024-2029 ($ million); Exhibits70: Chart on Software by type - Year-over-year growth 2024-2029 (%); Exhibits71: Data Table on Software by type - Year-over-year growth 2024-2029 (%); Exhibits72: Chart on Software by deployment mode - Market size and forecast 2024-2029 ($ million); Exhibits73: Data Table on Software by deployment mode - Market size and forecast 2024-2029 ($ million); Exhibits74: Chart on Software by deployment mode - Year-over-year growth 2024-2029 (%); Exhibits75: Data Table on Software by deployment mode - Year-over-year growth 2024-2029 (%); Exhibits76: Chart on Services - Market size and forecast 2024-2029 ($ million); Exhibits77: Data Table on Services - Market size and forecast 2024-2029 ($ million); Exhibits78: Chart on Services - Year-over-year growth 2024-2029 (%); Exhibits79: Data Table on Services - Year-over-year growth 2024-2029 (%); Exhibits80: Market opportunity by Component ($ million); Exhibits81: Data Table on Market opportunity by Component ($ million); Exhibits82: Chart on Type - Market share 2024-2029 (%); Exhibits83: Data Table on Type - Market share 2024-2029 (%); Exhibits84: Chart on Comparison by Type; Exhibits85: Data Table on Comparison by Type; Exhibits86: Chart on Operational risk - Market size and forecast 2024-2029 ($ million); Exhibits87: Data Table on Operational risk - Market size and forecast 2024-2029 ($ million); Exhibits88: Chart on Operational risk - Year-over-year growth 2024-2029 (%); Exhibits89: Data Table on Operational risk - Year-over-year growth 2024-2029 (%); Exhibits90: Chart on Compliance risk - Market size and forecast 2024-2029 ($ million); Exhibits91: Data Table on Compliance risk - Market size and forecast 2024-2029 ($ million); Exhibits92: Chart on Compliance risk - Year-over-year growth 2024-2029 (%); Exhibits93: Data Table on Compliance risk - Year-over-year growth 2024-2029 (%); Exhibits94: Chart on Strategic risk - Market size and forecast 2024-2029 ($ million); Exhibits95: Data Table on Strategic risk - Market size and forecast 2024-2029 ($ million); Exhibits96: Chart on Strategic risk - Year-over-year growth 2024-2029 (%); Exhibits97: Data Table on Strategic risk - Year-over-year growth 2024-2029 (%); Exhibits98: Market opportunity by Type ($ million); Exhibits99: Data Table on Market opportunity by Type ($ million); Exhibits100: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria; Exhibits101: Chart on Market share By Geographical Landscape 2024-2029 (%); Exhibits102: Data Table on Market share By Geographical Landscape 2024-2029 (%); Exhibits103: Chart on Geographic comparison; Exhibits104: Data Table on Geographic comparison; Exhibits105: Chart on North America - Market size and forecast 2024-2029 ($ million); Exhibits106: Data Table on North America - Market size and forecast 2024-2029 ($ million); Exhibits107: Chart on North America - Year-over-year growth 2024-2029 (%); Exhibits108: Data Table on North America - Year-over-year growth 2024-2029 (%); Exhibits109: Chart on APAC - Market size and forecast 2024-2029 ($ million); Exhibits110: Data Table on APAC - Market size and forecast 2024-2029 ($ million); Exhibits111: Chart on APAC - Year-over-year growth 2024-2029 (%); Exhibits112: Data Table on APAC - Year-over-year growth 2024-2029 (%); Exhibits113: Chart on Europe - Market size and forecast 2024-2029 ($ million); Exhibits114: Data Table on Europe - Market size and forecast 2024-2029 ($ million); Exhibits115: Chart on Europe - Year-over-year growth 2024-2029 (%); Exhibits116: Data Table on Europe - Year-over-year growth 2024-2029 (%); Exhibits117: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million); Exhibits118: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million); Exhibits119: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%); Exhibits120: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%); Exhibits121: Chart on South America - Market size and forecast 2024-2029 ($ million); Exhibits122: Data Table on South America - Market size and forecast 2024-2029 ($ million); Exhibits123: Chart on South America - Year-over-year growth 2024-2029 (%); Exhibits124: Data Table on South America - Year-over-year growth 2024-2029 (%); Exhibits125: Chart on US - Market size and forecast 2024-2029 ($ million); Exhibits126: Data Table on US - Market size and forecast 2024-2029 ($ million); Exhibits127: Chart on US - Year-over-year growth 2024-2029 (%); Exhibits128: Data Table on US - Year-over-year growth 2024-2029 (%); Exhibits129: Chart on China - Market size and forecast 2024-2029 ($ million); Exhibits130: Data Table on China - Market size and forecast 2024-2029 ($ million); Exhibits131: Chart on China - Year-over-year growth 2024-2029 (%); Exhibits132: Data Table on China - Year-over-year growth 2024-2029 (%); Exhibits133: Chart on UK - Market size and forecast 2024-2029 ($ million); Exhibits134: Data Table on UK - Market size and forecast 2024-2029 ($ million); Exhibits135: Chart on UK - Year-over-year growth 2024-2029 (%); Exhibits136: Data Table on UK - Year-over-year growth 2024-2029 (%); Exhibits137: Chart on Japan - Market size and forecast 2024-2029 ($ million); Exhibits138: Data Table on Japan - Market size and forecast 2024-2029 ($ million); Exhibits139: Chart on Japan - Year-over-year growth 2024-2029 (%); Exhibits140: Data Table on Japan - Year-over-year growth 2024-2029 (%); Exhibits141: Chart on Canada - Market size and forecast 2024-2029 ($ million); Exhibits142: Data Table on Canada - Market size and forecast 2024-2029 ($ million); Exhibits143: Chart on Canada - Year-over-year growth 2024-2029 (%); Exhibits144: Data Table on Canada - Year-over-year growth 2024-2029 (%); Exhibits145: Chart on Germany - Market size and forecast 2024-2029 ($ million)