비즈니스용 AI 윤리 시장(2025-2029년)

The global AI ethics in business market is forecasted to grow by USD 1639.5 mn during 2024-2029, accelerating at a CAGR of 29.5% during the forecast period. The report on the global AI ethics in business 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 increasingly stringent regulatory and compliance mandates, growing public and enterprise awareness of reputational risk, rapid proliferation and increasing complexity of AI systems.

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 global AI ethics in business market is segmented as below:

By Component

• Software
• Services

By Deployment

• Cloud based
• On premises
• Hybrid

By Application

• Legal and compliance
• Finance and risk management
• HR and talent management
• Product development
• Others

Geography

• North America
  • US
  • Canada
  • Mexico
• Europe
  • Germany
  • UK
  • France
  • The Netherlands
  • Italy
  • Spain
• APAC
  • China
  • Japan
  • India
  • South Korea
  • Australia
  • Indonesia
• Middle East and Africa
  • UAE
  • South Africa
  • Turkey
• South America
  • Brazil
  • Argentina
  • Colombia
• Rest of World (ROW)

This study identifies the emergence of specialized governance for generative AI as one of the prime reasons driving the global AI ethics in business market growth during the next few years. Also, shift from high level principles to practical operationalization and formalization of AI auditing and third party certification will lead to sizable demand in the market.

The report on the global AI ethics in business market covers the following areas:

• Global AI ethics in business market sizing
• Global AI ethics in business market forecast
• Global AI ethics in business market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global AI ethics in business market vendors that include Accenture PLC, Amazon Web Services Inc., Anthropic, Boston Consulting Group Inc., Credo AI, DataRobot Inc., Deloitte Touche Tohmatsu Ltd., Ernst and Young Global Ltd., Fairly AI, Google LLC, Holistic AI Inc, IBM Corp., McKinsey and Co., Meta Platforms Inc., Microsoft Corp., OpenAI, PricewaterhouseCoopers LLP, Salesforce Inc., SAP SE. Also, the global AI ethics in business market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market by Geography
  • Executive Summary - Chart on Market Segmentation by Component
  • Executive Summary - Chart on Market Segmentation by Deployment
  • Executive Summary - Chart on Market Segmentation by Application
  • 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
• 2.3 Factors of disruption
• 2.4 Impact of drivers and challenges

3 Market Landscape

• 3.1 Market ecosystem
• 3.2 Market characteristics
• 3.3 Value chain analysis

4 Market Sizing

• 4.1 Market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029

5 Historic Market Size

• 5.1 Global AI Ethics In Business Market 2019 - 2023
  • Historic Market Size - Data Table on Global AI Ethics In Business Market 2019 - 2023 ($ million)
• 5.2 Component segment analysis 2019 - 2023
  • Historic Market Size - Component Segment 2019 - 2023 ($ million)
• 5.3 Deployment segment analysis 2019 - 2023
  • Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
• 5.4 Application segment analysis 2019 - 2023
  • Historic Market Size - Application 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

7 Market Segmentation by Component

• 7.1 Market segments
• 7.2 Comparison by Component
• 7.3 Software - Market size and forecast 2024-2029
• 7.4 Services - Market size and forecast 2024-2029
• 7.5 Market opportunity by Component
  • Market opportunity by Component ($ million)

8 Market Segmentation by Deployment

• 8.1 Market segments
• 8.2 Comparison by Deployment
• 8.3 Cloud based - Market size and forecast 2024-2029
• 8.4 On premises - Market size and forecast 2024-2029
• 8.5 Hybrid - Market size and forecast 2024-2029
• 8.6 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)

9 Market Segmentation by Application

• 9.1 Market segments
• 9.2 Comparison by Application
• 9.3 Legal and compliance - Market size and forecast 2024-2029
• 9.4 Finance and risk management - Market size and forecast 2024-2029
• 9.5 HR and talent management - Market size and forecast 2024-2029
• 9.6 Product development - Market size and forecast 2024-2029
• 9.7 Others - Market size and forecast 2024-2029
• 9.8 Market opportunity by Application
  • Market opportunity by Application ($ 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
• 11.2 Geographic comparison
• 11.3 North America - Market size and forecast 2024-2029
  • 11.3.1 US - Market size and forecast 2024-2029
  • 11.3.2 Canada - Market size and forecast 2024-2029
  • 11.3.3 Mexico - Market size and forecast 2024-2029
• 11.4 Europe - Market size and forecast 2024-2029
  • 11.4.1 Germany - Market size and forecast 2024-2029
  • 11.4.2 UK - Market size and forecast 2024-2029
  • 11.4.3 France - Market size and forecast 2024-2029
  • 11.4.4 The Netherlands - Market size and forecast 2024-2029
  • 11.4.5 Italy - Market size and forecast 2024-2029
  • 11.4.6 Spain - Market size and forecast 2024-2029
• 11.5 APAC - Market size and forecast 2024-2029
  • 11.5.1 China - Market size and forecast 2024-2029
  • 11.5.2 Japan - Market size and forecast 2024-2029
  • 11.5.3 India - Market size and forecast 2024-2029
  • 11.5.4 South Korea - Market size and forecast 2024-2029
  • 11.5.5 Australia - Market size and forecast 2024-2029
  • 11.5.6 Indonesia - Market size and forecast 2024-2029
• 11.6 Middle East and Africa - Market size and forecast 2024-2029
  • 11.6.1 Saudi Arabia - Market size and forecast 2024-2029
  • 11.6.2 UAE - Market size and forecast 2024-2029
  • 11.6.3 South Africa - Market size and forecast 2024-2029
  • 11.6.4 Israel - Market size and forecast 2024-2029
  • 11.6.5 Turkey - Market size and forecast 2024-2029
• 11.7 South America - Market size and forecast 2024-2029
  • 11.7.1 Brazil - Market size and forecast 2024-2029
  • 11.7.2 Argentina - Market size and forecast 2024-2029
  • 11.7.3 Colombia - Market size and forecast 2024-2029
• 11.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

12 Drivers, Challenges, and Opportunity

• 12.1 Market drivers
  • Increasingly stringent regulatory and compliance mandates
  • Growing public and enterprise awareness of reputational risk
  • Rapid proliferation and increasing complexity of AI systems
• 12.2 Market challenges
  • Lack of global standardization and regulatory fragmentation
  • Complexity of operationalizing ethics and scarcity of specialized talent
  • Difficulty in demonstrating and measuring return on investment
• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 12.4 Market opportunities
  • Emergence of specialized governance for generative AI
  • Shift from high level principles to practical operationalization
  • Formalization of AI auditing and third party certification

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 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
• 14.6 Anthropic
  • Anthropic - Overview
  • Anthropic - Product / Service
  • Anthropic - Key offerings
  • SWOT
• 14.7 Boston Consulting Group Inc.
  • Boston Consulting Group Inc. - Overview
  • Boston Consulting Group Inc. - Product / Service
  • Boston Consulting Group Inc. - Key offerings
  • SWOT
• 14.8 Credo AI
  • Credo AI - Overview
  • Credo AI - Product / Service
  • Credo AI - Key offerings
  • SWOT
• 14.9 Deloitte Touche Tohmatsu Ltd.
  • Deloitte Touche Tohmatsu Ltd. - Overview
  • Deloitte Touche Tohmatsu Ltd. - Business segments
  • Deloitte Touche Tohmatsu Ltd. - Key offerings
  • Deloitte Touche Tohmatsu Ltd. - Segment focus
  • SWOT
• 14.10 Google LLC
  • Google LLC - Overview
  • Google LLC - Product / Service
  • Google LLC - Key offerings
  • SWOT
• 14.11 Holistic AI Inc
  • Holistic AI Inc - Overview
  • Holistic AI Inc - Product / Service
  • Holistic AI Inc - Key offerings
  • SWOT
• 14.12 IBM Corp.
  • IBM Corp. - Overview
  • IBM Corp. - Business segments
  • IBM Corp. - Key news
  • IBM Corp. - Key offerings
  • IBM Corp. - Segment focus
  • SWOT
• 14.13 McKinsey and Co.
  • McKinsey and Co. - Overview
  • McKinsey and Co. - Product / Service
  • McKinsey and Co. - Key offerings
  • SWOT
• 14.14 Meta Platforms Inc.
  • Meta Platforms Inc. - Overview
  • Meta Platforms Inc. - Business segments
  • Meta Platforms Inc. - Key offerings
  • Meta Platforms Inc. - 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 OpenAI
  • OpenAI - Overview
  • OpenAI - Product / Service
  • OpenAI - Key offerings
  • SWOT
• 14.17 Salesforce Inc.
  • Salesforce Inc. - Overview
  • Salesforce Inc. - Product / Service
  • Salesforce Inc. - Key news
  • Salesforce Inc. - Key offerings
  • SWOT
• 14.18 SAP SE
  • SAP SE - Overview
  • SAP SE - Business segments
  • SAP SE - Key news
  • SAP SE - Key offerings
  • SAP SE - Segment focus
  • SWOT

15 Appendix

• 15.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 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