Global AI Governance Market 2023-2027

Global AI Governance Market 2023-2027


The AI governance market is forecasted to grow by USD 520771.88 th during 2022-2027, accelerating at a CAGR of 34.64% during the forecast period. The report on the AI governance 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 adoption of AI technologies across industries, growing concerns about bias, fairness, and ethical implications of AI, and rising demand for transparency, explainability, and accountability in AI systems.

Technavio's AI governance market is segmented as below:

By End-user
  • Government and defense
  • Healthcare and life sciences
  • BFSI
  • Retail
  • Others
By Component
  • Solution
  • Services
By Geographical Landscape
  • North America
  • Europe
  • APAC
  • Middle East and Africa
  • South America
This study identifies the adoption of enterprise AI by SMEs as one of the prime reasons driving the AI governance market growth during the next few years. Also, collaborations between academia, industry, and policymakers for AI governance research and enhanced focus on stakeholder engagement and public participation in shaping AI governance policies will lead to sizable demand in the market.

The report on the AI governance market covers the following areas:
  • AI governance market sizing
  • AI governance market forecast
  • AI governance 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 governance market vendors that include Alphabet Inc., Amazon.com Inc., Ataccama Corp., Dataiku Inc., DataRobot Inc., Fair Isaac Corp., H2O.ai Inc., Informatica Inc., International Business Machines Corp., Kyndi Inc., Meta Platforms Inc., Microsoft Corp., pymetrics Inc., QlikTech international AB, Salesforce Inc., SAP SE, SAS Institute Inc., SparkCognition Inc., TIBCO Software Inc., and ZestFinance Inc.. Also, the AI governance 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 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 and vendor landscape in addition to an analysis of the key vendors.

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 research - both primary and secondary. 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 the accurate market growth.


1 Executive Summary
1.1 Market overview
Exhibit 01: Executive Summary - Chart on Market Overview
Exhibit 02: Executive Summary - Data Table on Market Overview
Exhibit 03: Executive Summary - Chart on Global Market Characteristics
Exhibit 04: Executive Summary - Chart on Market By Geographical Landscape
Exhibit 05: Executive Summary - Chart on Market Segmentation by End-user
Exhibit 06: Executive Summary - Chart on Market Segmentation by Component
Exhibit 07: Executive Summary - Chart on Incremental Growth
Exhibit 08: Executive Summary - Data Table on Incremental Growth
Exhibit 09: Executive Summary - Chart on Vendor Market Positioning
2 Market Landscape
2.1 Market ecosystem
Exhibit 10: Parent market
Exhibit 11: Market Characteristics
3 Market Sizing
3.1 Market definition
Exhibit 12: Offerings of vendors included in the market definition
3.2 Market segment analysis
Exhibit 13: Market segments
3.3 Market size 2022
3.4 Market outlook: Forecast for 2022-2027
Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ thousand)
Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ thousand)
Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)
4 Historic Market Size
4.1 Global AI governance market 2017 - 2021
Exhibit 18: Historic Market Size - Data Table on global ai governance market 2017 - 2021 ($ thousand)
4.2 End User Segment Analysis 2017 - 2021
Exhibit 19: Historic Market Size - End User Segment 2017 - 2021 ($ thousand)
4.3 Component Segment Analysis 2017 - 2021
Exhibit 20: Historic Market Size - Component Segment 2017 - 2021 ($ thousand)
4.4 Geography Segment Analysis 2017 - 2021
Exhibit 21: Historic Market Size - Geography Segment 2017 - 2021 ($ thousand)
4.5 Country Segment Analysis 2017 - 2021
Exhibit 22: Historic Market Size - Country Segment 2017 - 2021 ($ thousand)
5 Five Forces Analysis
5.1 Five forces summary
Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
5.2 Bargaining power of buyers
Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
5.3 Bargaining power of suppliers
Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
5.4 Threat of new entrants
Exhibit 26: Threat of new entrants - Impact of key factors in 2022 and 2027
5.5 Threat of substitutes
Exhibit 27: Threat of substitutes - Impact of key factors in 2022 and 2027
5.6 Threat of rivalry
Exhibit 28: Threat of rivalry - Impact of key factors in 2022 and 2027
5.7 Market condition
Exhibit 29: Chart on Market condition - Five forces 2022 and 2027
6 Market Segmentation by End-user
6.1 Market segments
Exhibit 30: Chart on End-user - Market share 2022-2027 (%)
Exhibit 31: Data Table on End-user - Market share 2022-2027 (%)
6.2 Comparison by End-user
Exhibit 32: Chart on Comparison by End-user
Exhibit 33: Data Table on Comparison by End-user
6.3 Government and defense - Market size and forecast 2022-2027
Exhibit 34: Chart on Government and defense - Market size and forecast 2022-2027 ($ thousand)
Exhibit 35: Data Table on Government and defense - Market size and forecast 2022-2027 ($ thousand)
Exhibit 36: Chart on Government and defense - Year-over-year growth 2022-2027 (%)
Exhibit 37: Data Table on Government and defense - Year-over-year growth 2022-2027 (%)
6.4 Healthcare abd life sciences - Market size and forecast 2022-2027
Exhibit 38: Chart on Healthcare abd life sciences - Market size and forecast 2022-2027 ($ thousand)
Exhibit 39: Data Table on Healthcare abd life sciences - Market size and forecast 2022-2027 ($ thousand)
Exhibit 40: Chart on Healthcare abd life sciences - Year-over-year growth 2022-2027 (%)
Exhibit 41: Data Table on Healthcare abd life sciences - Year-over-year growth 2022-2027 (%)
6.5 BFSI - Market size and forecast 2022-2027
Exhibit 42: Chart on BFSI - Market size and forecast 2022-2027 ($ thousand)
Exhibit 43: Data Table on BFSI - Market size and forecast 2022-2027 ($ thousand)
Exhibit 44: Chart on BFSI - Year-over-year growth 2022-2027 (%)
Exhibit 45: Data Table on BFSI - Year-over-year growth 2022-2027 (%)
6.6 Retail - Market size and forecast 2022-2027
Exhibit 46: Chart on Retail - Market size and forecast 2022-2027 ($ thousand)
Exhibit 47: Data Table on Retail - Market size and forecast 2022-2027 ($ thousand)
Exhibit 48: Chart on Retail - Year-over-year growth 2022-2027 (%)
Exhibit 49: Data Table on Retail - Year-over-year growth 2022-2027 (%)
6.7 Others - Market size and forecast 2022-2027
Exhibit 50: Chart on Others - Market size and forecast 2022-2027 ($ thousand)
Exhibit 51: Data Table on Others - Market size and forecast 2022-2027 ($ thousand)
Exhibit 52: Chart on Others - Year-over-year growth 2022-2027 (%)
Exhibit 53: Data Table on Others - Year-over-year growth 2022-2027 (%)
6.8 Market opportunity by End-user
Exhibit 54: Market opportunity by End-user ($ thousand)
Exhibit 55: Data Table on Market opportunity by End-user ($ thousand)
7 Market Segmentation by Component
7.1 Market segments
Exhibit 56: Chart on Component - Market share 2022-2027 (%)
Exhibit 57: Data Table on Component - Market share 2022-2027 (%)
7.2 Comparison by Component
Exhibit 58: Chart on Comparison by Component
Exhibit 59: Data Table on Comparison by Component
7.3 Solution - Market size and forecast 2022-2027
Exhibit 60: Chart on Solution - Market size and forecast 2022-2027 ($ thousand)
Exhibit 61: Data Table on Solution - Market size and forecast 2022-2027 ($ thousand)
Exhibit 62: Chart on Solution - Year-over-year growth 2022-2027 (%)
Exhibit 63: Data Table on Solution - Year-over-year growth 2022-2027 (%)
7.4 Services - Market size and forecast 2022-2027
Exhibit 64: Chart on Services - Market size and forecast 2022-2027 ($ thousand)
Exhibit 65: Data Table on Services - Market size and forecast 2022-2027 ($ thousand)
Exhibit 66: Chart on Services - Year-over-year growth 2022-2027 (%)
Exhibit 67: Data Table on Services - Year-over-year growth 2022-2027 (%)
7.5 Market opportunity by Component
Exhibit 68: Market opportunity by Component ($ thousand)
Exhibit 69: Data Table on Market opportunity by Component ($ thousand)
8 Customer Landscape
8.1 Customer landscape overview
Exhibit 70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
9 Geographic Landscape
9.1 Geographic segmentation
Exhibit 71: Chart on Market share By Geographical Landscape 2022-2027 (%)
Exhibit 72: Data Table on Market share By Geographical Landscape 2022-2027 (%)
9.2 Geographic comparison
Exhibit 73: Chart on Geographic comparison
Exhibit 74: Data Table on Geographic comparison
9.3 North America - Market size and forecast 2022-2027
Exhibit 75: Chart on North America - Market size and forecast 2022-2027 ($ thousand)
Exhibit 76: Data Table on North America - Market size and forecast 2022-2027 ($ thousand)
Exhibit 77: Chart on North America - Year-over-year growth 2022-2027 (%)
Exhibit 78: Data Table on North America - Year-over-year growth 2022-2027 (%)
9.4 Europe - Market size and forecast 2022-2027
Exhibit 79: Chart on Europe - Market size and forecast 2022-2027 ($ thousand)
Exhibit 80: Data Table on Europe - Market size and forecast 2022-2027 ($ thousand)
Exhibit 81: Chart on Europe - Year-over-year growth 2022-2027 (%)
Exhibit 82: Data Table on Europe - Year-over-year growth 2022-2027 (%)
9.5 APAC - Market size and forecast 2022-2027
Exhibit 83: Chart on APAC - Market size and forecast 2022-2027 ($ thousand)
Exhibit 84: Data Table on APAC - Market size and forecast 2022-2027 ($ thousand)
Exhibit 85: Chart on APAC - Year-over-year growth 2022-2027 (%)
Exhibit 86: Data Table on APAC - Year-over-year growth 2022-2027 (%)
9.6 Middle East and Africa - Market size and forecast 2022-2027
Exhibit 87: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ thousand)
Exhibit 88: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ thousand)
Exhibit 89: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
Exhibit 90: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
9.7 South America - Market size and forecast 2022-2027
Exhibit 91: Chart on South America - Market size and forecast 2022-2027 ($ thousand)
Exhibit 92: Data Table on South America - Market size and forecast 2022-2027 ($ thousand)
Exhibit 93: Chart on South America - Year-over-year growth 2022-2027 (%)
Exhibit 94: Data Table on South America - Year-over-year growth 2022-2027 (%)
9.8 US - Market size and forecast 2022-2027
Exhibit 95: Chart on US - Market size and forecast 2022-2027 ($ thousand)
Exhibit 96: Data Table on US - Market size and forecast 2022-2027 ($ thousand)
Exhibit 97: Chart on US - Year-over-year growth 2022-2027 (%)
Exhibit 98: Data Table on US - Year-over-year growth 2022-2027 (%)
9.9 China - Market size and forecast 2022-2027
Exhibit 99: Chart on China - Market size and forecast 2022-2027 ($ thousand)
Exhibit 100: Data Table on China - Market size and forecast 2022-2027 ($ thousand)
Exhibit 101: Chart on China - Year-over-year growth 2022-2027 (%)
Exhibit 102: Data Table on China - Year-over-year growth 2022-2027 (%)
9.10 UK - Market size and forecast 2022-2027
Exhibit 103: Chart on UK - Market size and forecast 2022-2027 ($ thousand)
Exhibit 104: Data Table on UK - Market size and forecast 2022-2027 ($ thousand)
Exhibit 105: Chart on UK - Year-over-year growth 2022-2027 (%)
Exhibit 106: Data Table on UK - Year-over-year growth 2022-2027 (%)
9.11 Germany - Market size and forecast 2022-2027
Exhibit 107: Chart on Germany - Market size and forecast 2022-2027 ($ thousand)
Exhibit 108: Data Table on Germany - Market size and forecast 2022-2027 ($ thousand)
Exhibit 109: Chart on Germany - Year-over-year growth 2022-2027 (%)
Exhibit 110: Data Table on Germany - Year-over-year growth 2022-2027 (%)
9.12 Japan - Market size and forecast 2022-2027
Exhibit 111: Chart on Japan - Market size and forecast 2022-2027 ($ thousand)
Exhibit 112: Data Table on Japan - Market size and forecast 2022-2027 ($ thousand)
Exhibit 113: Chart on Japan - Year-over-year growth 2022-2027 (%)
Exhibit 114: Data Table on Japan - Year-over-year growth 2022-2027 (%)
9.13 Market opportunity By Geographical Landscape
Exhibit 115: Market opportunity By Geographical Landscape ($ thousand)
Exhibit 116: Data Tables on Market opportunity By Geographical Landscape ($ thousand)
10 Drivers, Challenges, and Trends
10.1 Market drivers
10.2 Market challenges
10.3 Impact of drivers and challenges
Exhibit 117: Impact of drivers and challenges in 2022 and 2027
10.4 Market trends
11 Vendor Landscape
11.1 Overview
11.2 Vendor landscape
Exhibit 118: Overview on Criticality of inputs and Factors of differentiation
11.3 Landscape disruption
Exhibit 119: Overview on factors of disruption
11.4 Industry risks
Exhibit 120: Impact of key risks on business
12 Vendor Analysis
12.1 Vendors covered
Exhibit 121: Vendors covered
12.2 Market positioning of vendors
Exhibit 122: Matrix on vendor position and classification
12.3 Alphabet Inc.
Exhibit 123: Alphabet Inc. - Overview
Exhibit 124: Alphabet Inc. - Business segments
Exhibit 125: Alphabet Inc. - Key news
Exhibit 126: Alphabet Inc. - Key offerings
Exhibit 127: Alphabet Inc. - Segment focus
12.4 Amazon.com Inc.
Exhibit 128: Amazon.com Inc. - Overview
Exhibit 129: Amazon.com Inc. - Business segments
Exhibit 130: Amazon.com Inc. - Key news
Exhibit 131: Amazon.com Inc. - Key offerings
Exhibit 132: Amazon.com Inc. - Segment focus
12.5 Ataccama Corp.
Exhibit 133: Ataccama Corp. - Overview
Exhibit 134: Ataccama Corp. - Product / Service
Exhibit 135: Ataccama Corp. - Key offerings
12.6 Dataiku Inc.
Exhibit 136: Dataiku Inc. - Overview
Exhibit 137: Dataiku Inc. - Product / Service
Exhibit 138: Dataiku Inc. - Key offerings
12.7 Fair Isaac Corp.
Exhibit 139: Fair Isaac Corp. - Overview
Exhibit 140: Fair Isaac Corp. - Business segments
Exhibit 141: Fair Isaac Corp. - Key news
Exhibit 142: Fair Isaac Corp. - Key offerings
Exhibit 143: Fair Isaac Corp. - Segment focus
12.8 H2O.ai Inc.
Exhibit 144: H2O.ai Inc. - Overview
Exhibit 145: H2O.ai Inc. - Product / Service
Exhibit 146: H2O.ai Inc. - Key offerings
12.9 Informatica Inc.
Exhibit 147: Informatica Inc. - Overview
Exhibit 148: Informatica Inc. - Product / Service
Exhibit 149: Informatica Inc. - Key offerings
12.10 International Business Machines Corp.
Exhibit 150: International Business Machines Corp. - Overview
Exhibit 151: International Business Machines Corp. - Business segments
Exhibit 152: International Business Machines Corp. - Key news
Exhibit 153: International Business Machines Corp. - Key offerings
Exhibit 154: International Business Machines Corp. - Segment focus
12.11 Meta Platforms Inc.
Exhibit 155: Meta Platforms Inc. - Overview
Exhibit 156: Meta Platforms Inc. - Product / Service
Exhibit 157: Meta Platforms Inc. - Key offerings
12.12 Microsoft Corp.
Exhibit 158: Microsoft Corp. - Overview
Exhibit 159: Microsoft Corp. - Business segments
Exhibit 160: Microsoft Corp. - Key news
Exhibit 161: Microsoft Corp. - Key offerings
Exhibit 162: Microsoft Corp. - Segment focus
12.13 QlikTech international AB
Exhibit 163: QlikTech international AB - Overview
Exhibit 164: QlikTech international AB - Product / Service
Exhibit 165: QlikTech international AB - Key offerings
12.14 Salesforce Inc.
Exhibit 166: Salesforce Inc. - Overview
Exhibit 167: Salesforce Inc. - Product / Service
Exhibit 168: Salesforce Inc. - Key news
Exhibit 169: Salesforce Inc. - Key offerings
12.15 SAP SE
Exhibit 170: SAP SE - Overview
Exhibit 171: SAP SE - Business segments
Exhibit 172: SAP SE - Key news
Exhibit 173: SAP SE - Key offerings
Exhibit 174: SAP SE - Segment focus
12.16 SAS Institute Inc.
Exhibit 175: SAS Institute Inc. - Overview
Exhibit 176: SAS Institute Inc. - Product / Service
Exhibit 177: SAS Institute Inc. - Key news
Exhibit 178: SAS Institute Inc. - Key offerings
12.17 TIBCO Software Inc.
Exhibit 179: TIBCO Software Inc. - Overview
Exhibit 180: TIBCO Software Inc. - Product / Service
Exhibit 181: TIBCO Software Inc. - Key offerings
13 Appendix
13.1 Scope of the report
13.2 Inclusions and exclusions checklist
Exhibit 182: Inclusions checklist
Exhibit 183: Exclusions checklist
13.3 Currency conversion rates for US$
Exhibit 184: Currency conversion rates for US$
13.4 Research methodology
Exhibit 185: Research methodology
Exhibit 186: Validation techniques employed for market sizing
Exhibit 187: Information sources
13.5 List of abbreviations
Exhibit 188: 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 End-user
Exhibits6: Executive Summary - Chart on Market Segmentation by Component
Exhibits7: Executive Summary - Chart on Incremental Growth
Exhibits8: Executive Summary - Data Table on Incremental Growth
Exhibits9: Executive Summary - Chart on Vendor Market Positioning
Exhibits10: Parent market
Exhibits11: Market Characteristics
Exhibits12: Offerings of vendors included in the market definition
Exhibits13: Market segments
Exhibits14: Chart on Global - Market size and forecast 2022-2027 ($ thousand)
Exhibits15: Data Table on Global - Market size and forecast 2022-2027 ($ thousand)
Exhibits16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
Exhibits17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)
Exhibits18: Historic Market Size - Data Table on global ai governance market 2017 - 2021 ($ thousand)
Exhibits19: Historic Market Size - End User Segment 2017 - 2021 ($ thousand)
Exhibits20: Historic Market Size - Component Segment 2017 - 2021 ($ thousand)
Exhibits21: Historic Market Size - Geography Segment 2017 - 2021 ($ thousand)
Exhibits22: Historic Market Size - Country Segment 2017 - 2021 ($ thousand)
Exhibits23: Five forces analysis - Comparison between 2022 and 2027
Exhibits24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
Exhibits25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
Exhibits26: Threat of new entrants - Impact of key factors in 2022 and 2027
Exhibits27: Threat of substitutes - Impact of key factors in 2022 and 2027
Exhibits28: Threat of rivalry - Impact of key factors in 2022 and 2027
Exhibits29: Chart on Market condition - Five forces 2022 and 2027
Exhibits30: Chart on End-user - Market share 2022-2027 (%)
Exhibits31: Data Table on End-user - Market share 2022-2027 (%)
Exhibits32: Chart on Comparison by End-user
Exhibits33: Data Table on Comparison by End-user
Exhibits34: Chart on Government and defense - Market size and forecast 2022-2027 ($ thousand)
Exhibits35: Data Table on Government and defense - Market size and forecast 2022-2027 ($ thousand)
Exhibits36: Chart on Government and defense - Year-over-year growth 2022-2027 (%)
Exhibits37: Data Table on Government and defense - Year-over-year growth 2022-2027 (%)
Exhibits38: Chart on Healthcare abd life sciences - Market size and forecast 2022-2027 ($ thousand)
Exhibits39: Data Table on Healthcare abd life sciences - Market size and forecast 2022-2027 ($ thousand)
Exhibits40: Chart on Healthcare abd life sciences - Year-over-year growth 2022-2027 (%)
Exhibits41: Data Table on Healthcare abd life sciences - Year-over-year growth 2022-2027 (%)
Exhibits42: Chart on BFSI - Market size and forecast 2022-2027 ($ thousand)
Exhibits43: Data Table on BFSI - Market size and forecast 2022-2027 ($ thousand)
Exhibits44: Chart on BFSI - Year-over-year growth 2022-2027 (%)
Exhibits45: Data Table on BFSI - Year-over-year growth 2022-2027 (%)
Exhibits46: Chart on Retail - Market size and forecast 2022-2027 ($ thousand)
Exhibits47: Data Table on Retail - Market size and forecast 2022-2027 ($ thousand)
Exhibits48: Chart on Retail - Year-over-year growth 2022-2027 (%)
Exhibits49: Data Table on Retail - Year-over-year growth 2022-2027 (%)
Exhibits50: Chart on Others - Market size and forecast 2022-2027 ($ thousand)
Exhibits51: Data Table on Others - Market size and forecast 2022-2027 ($ thousand)
Exhibits52: Chart on Others - Year-over-year growth 2022-2027 (%)
Exhibits53: Data Table on Others - Year-over-year growth 2022-2027 (%)
Exhibits54: Market opportunity by End-user ($ thousand)
Exhibits55: Data Table on Market opportunity by End-user ($ thousand)
Exhibits56: Chart on Component - Market share 2022-2027 (%)
Exhibits57: Data Table on Component - Market share 2022-2027 (%)
Exhibits58: Chart on Comparison by Component
Exhibits59: Data Table on Comparison by Component
Exhibits60: Chart on Solution - Market size and forecast 2022-2027 ($ thousand)
Exhibits61: Data Table on Solution - Market size and forecast 2022-2027 ($ thousand)
Exhibits62: Chart on Solution - Year-over-year growth 2022-2027 (%)
Exhibits63: Data Table on Solution - Year-over-year growth 2022-2027 (%)
Exhibits64: Chart on Services - Market size and forecast 2022-2027 ($ thousand)
Exhibits65: Data Table on Services - Market size and forecast 2022-2027 ($ thousand)
Exhibits66: Chart on Services - Year-over-year growth 2022-2027 (%)
Exhibits67: Data Table on Services - Year-over-year growth 2022-2027 (%)
Exhibits68: Market opportunity by Component ($ thousand)
Exhibits69: Data Table on Market opportunity by Component ($ thousand)
Exhibits70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits71: Chart on Market share By Geographical Landscape 2022-2027 (%)
Exhibits72: Data Table on Market share By Geographical Landscape 2022-2027 (%)
Exhibits73: Chart on Geographic comparison
Exhibits74: Data Table on Geographic comparison
Exhibits75: Chart on North America - Market size and forecast 2022-2027 ($ thousand)
Exhibits76: Data Table on North America - Market size and forecast 2022-2027 ($ thousand)
Exhibits77: Chart on North America - Year-over-year growth 2022-2027 (%)
Exhibits78: Data Table on North America - Year-over-year growth 2022-2027 (%)
Exhibits79: Chart on Europe - Market size and forecast 2022-2027 ($ thousand)
Exhibits80: Data Table on Europe - Market size and forecast 2022-2027 ($ thousand)
Exhibits81: Chart on Europe - Year-over-year growth 2022-2027 (%)
Exhibits82: Data Table on Europe - Year-over-year growth 2022-2027 (%)
Exhibits83: Chart on APAC - Market size and forecast 2022-2027 ($ thousand)
Exhibits84: Data Table on APAC - Market size and forecast 2022-2027 ($ thousand)
Exhibits85: Chart on APAC - Year-over-year growth 2022-2027 (%)
Exhibits86: Data Table on APAC - Year-over-year growth 2022-2027 (%)
Exhibits87: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ thousand)
Exhibits88: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ thousand)
Exhibits89: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
Exhibits90: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
Exhibits91: Chart on South America - Market size and forecast 2022-2027 ($ thousand)
Exhibits92: Data Table on South America - Market size and forecast 2022-2027 ($ thousand)
Exhibits93: Chart on South America - Year-over-year growth 2022-2027 (%)
Exhibits94: Data Table on South America - Year-over-year growth 2022-2027 (%)
Exhibits95: Chart on US - Market size and forecast 2022-2027 ($ thousand)
Exhibits96: Data Table on US - Market size and forecast 2022-2027 ($ thousand)
Exhibits97: Chart on US - Year-over-year growth 2022-2027 (%)
Exhibits98: Data Table on US - Year-over-year growth 2022-2027 (%)
Exhibits99: Chart on China - Market size and forecast 2022-2027 ($ thousand)
Exhibits100: Data Table on China - Market size and forecast 2022-2027 ($ thousand)
Exhibits101: Chart on China - Year-over-year growth 2022-2027 (%)
Exhibits102: Data Table on China - Year-over-year growth 2022-2027 (%)
Exhibits103: Chart on UK - Market size and forecast 2022-2027 ($ thousand)
Exhibits104: Data Table on UK - Market size and forecast 2022-2027 ($ thousand)
Exhibits105: Chart on UK - Year-over-year growth 2022-2027 (%)
Exhibits106: Data Table on UK - Year-over-year growth 2022-2027 (%)
Exhibits107: Chart on Germany - Market size and forecast 2022-2027 ($ thousand)
Exhibits108: Data Table on Germany - Market size and forecast 2022-2027 ($ thousand)
Exhibits109: Chart on Germany - Year-over-year growth 2022-2027 (%)
Exhibits110: Data Table on Germany - Year-over-year growth 2022-2027 (%)
Exhibits111: Chart on Japan - Market size and forecast 2022-2027 ($ thousand)
Exhibits112: Data Table on Japan - Market size and forecast 2022-2027 ($ thousand)
Exhibits113: Chart on Japan - Year-over-year growth 2022-2027 (%)
Exhibits114: Data Table on Japan - Year-over-year growth 2022-2027 (%)
Exhibits115: Market opportunity By Geographical Landscape ($ thousand)
Exhibits116: Data Tables on Market opportunity By Geographical Landscape ($ thousand)
Exhibits117: Impact of drivers and challenges in 2022 and 2027
Exhibits118: Overview on Criticality of inputs and Factors of differentiation
Exhibits119: Overview on factors of disruption
Exhibits120: Impact of key risks on business
Exhibits121: Vendors covered
Exhibits122: Matrix on vendor position and classification
Exhibits123: Alphabet Inc. - Overview
Exhibits124: Alphabet Inc. - Business segments
Exhibits125: Alphabet Inc. - Key news
Exhibits126: Alphabet Inc. - Key offerings
Exhibits127: Alphabet Inc. - Segment focus
Exhibits128: Amazon.com Inc. - Overview
Exhibits129: Amazon.com Inc. - Business segments
Exhibits130: Amazon.com Inc. - Key news
Exhibits131: Amazon.com Inc. - Key offerings
Exhibits132: Amazon.com Inc. - Segment focus
Exhibits133: Ataccama Corp. - Overview
Exhibits134: Ataccama Corp. - Product / Service
Exhibits135: Ataccama Corp. - Key offerings
Exhibits136: Dataiku Inc. - Overview
Exhibits137: Dataiku Inc. - Product / Service
Exhibits138: Dataiku Inc. - Key offerings
Exhibits139: Fair Isaac Corp. - Overview
Exhibits140: Fair Isaac Corp. - Business segments
Exhibits141: Fair Isaac Corp. - Key news
Exhibits142: Fair Isaac Corp. - Key offerings
Exhibits143: Fair Isaac Corp. - Segment focus
Exhibits144: H2O.ai Inc. - Overview
Exhibits145: H2O.ai Inc. - Product / Service
Exhibits146: H2O.ai Inc. - Key offerings
Exhibits147: Informatica Inc. - Overview
Exhibits148: Informatica Inc. - Product / Service
Exhibits149: Informatica Inc. - Key offerings
Exhibits150: International Business Machines Corp. - Overview
Exhibits151: International Business Machines Corp. - Business segments
Exhibits152: International Business Machines Corp. - Key news
Exhibits153: International Business Machines Corp. - Key offerings
Exhibits154: International Business Machines Corp. - Segment focus
Exhibits155: Meta Platforms Inc. - Overview
Exhibits156: Meta Platforms Inc. - Product / Service
Exhibits157: Meta Platforms Inc. - Key offerings
Exhibits158: Microsoft Corp. - Overview
Exhibits159: Microsoft Corp. - Business segments
Exhibits160: Microsoft Corp. - Key news
Exhibits161: Microsoft Corp. - Key offerings
Exhibits162: Microsoft Corp. - Segment focus
Exhibits163: QlikTech international AB - Overview
Exhibits164: QlikTech international AB - Product / Service
Exhibits165: QlikTech international AB - Key offerings
Exhibits166: Salesforce Inc. - Overview
Exhibits167: Salesforce Inc. - Product / Service
Exhibits168: Salesforce Inc. - Key news
Exhibits169: Salesforce Inc. - Key offerings
Exhibits170: SAP SE - Overview
Exhibits171: SAP SE - Business segments
Exhibits172: SAP SE - Key news
Exhibits173: SAP SE - Key offerings
Exhibits174: SAP SE - Segment focus
Exhibits175: SAS Institute Inc. - Overview
Exhibits176: SAS Institute Inc. - Product / Service
Exhibits177: SAS Institute Inc. - Key news
Exhibits178: SAS Institute Inc. - Key offerings
Exhibits179: TIBCO Software Inc. - Overview
Exhibits180: TIBCO Software Inc. - Product / Service
Exhibits181: TIBCO Software Inc. - Key offerings
Exhibits182: Inclusions checklist
Exhibits183: Exclusions checklist
Exhibits184: Currency conversion rates for US$
Exhibits185: Research methodology
Exhibits186: Validation techniques employed for market sizing
Exhibits187: Information sources
Exhibits188: List of abbreviations

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