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한글목차
AI 거버넌스 시장 규모는 향후 수년간 비약적인 성장이 전망될 예정입니다. 예측 기간 동안의 성장은 AI 기술을 활용하기 위한 정부 이니셔티브가 확대되고 소매업에서 AI 사용이 증가했기 때문일 수 있습니다. 예측 기간의 주요 동향으로는 인공지능의 진보, 기업용 AI 라이프 사이클 관리 플랫폼, 윤리적 AI 플랫폼 구축, 제품 혁신, 하이브리드 클라우드 관리 솔루션 등이 있습니다.
인공지능(AI) 기술의 활용을 목적으로 한 정부 이니셔티브 증가가 예상에 따라 향후 수년간 AI 거버넌스 시장의 성장이 촉진될 전망입니다. AI 가버넌스의 맥락에서 이러한 노력은 AI 기술의 책임있는 개발과 사용을 보장하는 데 필요한 틀과 지침을 형성하는 데 매우 중요한 역할을 합니다. 예를 들어, 캐나다 정부 기관인 혁신 과학 산업부는 2023년 6월에 범 캐나다 인공지능 프로그램의 두 번째 단계를 시작했습니다. 이 이니셔티브는 4억 4,300만 달러가 넘는 상당한 투자로 입증되었으며, 이는 국가 경제의 다양한 부문에서 AI의 통합과 상용화를 발전시키려는 정부의 의지를 강조합니다. 그 결과, AI 기술을 활용하기 위한 정부의 대처에 주목이 모여 있는 것이, AI 거버넌스 시장의 성장의 원동력이 되고 있습니다.
AI 거버넌스 시장의 유력 기업은 고객에게 신뢰성 높은 서비스를 제공하기 위해 AI 거버넌스 툴킷 등의 혁신적인 솔루션을 적극적으로 개발하고 있습니다. AI 거버넌스 툴킷은 조직이 책임감 있게 AI 시스템을 개발, 배포 및 관리하는 데 도움을 주기 위해 특별히 고안된 리소스 및 사례 모음으로 구성되어 있습니다. 2023년 11월, 미국에 본사를 둔 기술 기업인 IBM(International Business Machines Corporation)은 watsonx.governance를 출시했습니다. 이 AI 거버넌스 툴킷은 기업 및 정부가 생성형 AI, 특히 대규모 언어 모델(LLM)과 관련된 위험과 복잡성을 관리하는 데 도움이 되도록 조정되었습니다. 그리고 공정성, 바이어스, 드리프트, 새로운 LLM 메트릭스 등의 요인을 모니터링합니다. 왓슨x.거버넌스는 다양한 비즈니스 부문에서 AI의 영향력을 확장하고 가속화하는 것을 목표로 하는 왓슨x.데이터, 왓슨x.ai, 왓슨x.거버넌스를 포함하는 광범위한 IBM 왓슨x AI 및 데이터 플랫폼의 일부입니다.
목차
제1장 주요 요약
제2장 시장 특징
제3장 시장 동향과 전략
제4장 시장 - 금리, 인플레이션, 지정학, 코로나, 회복이 시장에 미치는 영향을 포함한 거시경제 시나리오
제5장 세계의 성장 분석과 전략 분석 프레임워크
세계의 AI 거버넌스 PESTEL 분석(정치, 사회, 기술, 환경, 법적 요인, 성장 촉진요인 및 억제요인)
최종 이용 산업의 분석
세계의 AI 거버넌스 시장 : 성장률 분석
세계의 AI 거버넌스 시장 실적 : 규모와 성장(2019-2024년)
세계의 AI 거버넌스 시장 예측 : 규모와 성장(2024-2029년, 2034년)
세계의 AI 거버넌스 전체 시장(TAM)
제6장 시장 세분화
세계의 AI 거버넌스 시장 : 구성 요소별, 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
솔루션
서비스
세계의 AI 거버넌스 시장 : 배포 유형별, 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
온프레미스
클라우드
세계의 AI 거버넌스 시장 : 조직 규모별, 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
대기업
중소기업
세계의 AI 거버넌스 시장 : 업계별, 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
은행/금융서비스/보험(BFSI)
정부 및 방위
헬스케어 및 생명과학
미디어 및 엔터테인먼트
소매
정보기술 및 통신
자동차
기타 업종
세계의 AI 거버넌스 시장 : 솔루션 유형별, 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
규정 준수 관리 툴
위험 평가 및 관리 소프트웨어
정책 관리 솔루션
감사 및 모니터링 시스템
세계의 AI 거버넌스 시장 : 서비스 유형별, 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
컨설팅 서비스
훈련 및 교육 프로그램
구현 및 통합 서비스
지속적인 지원 및 유지보수 서비스
제7장 지역별/국가별 분석
세계의 AI 거버넌스 시장 : 지역별, 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
세계의 AI 거버넌스 시장 : 국가별, 분석 및 예측(2019-2024년, 2024-2029년, 2034년)
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
AI 거버넌스 시장 : 경쟁 구도
AI 거버넌스 시장 : 기업 프로파일
Amazon.com Inc. 개요, 제품 및 서비스, 전략 및 재무 분석
Alphabet Inc. 개요, 제품 및 서비스, 전략 및 재무 분석
Google LLC 개요, 제품 및 서비스, 전략 및 재무 분석
Microsoft Corporation 개요, 제품 및 서비스, 전략 및 재무 분석
Robert Bosch GmbH 개요, 제품 및 서비스, 전략 및 재무 분석
제31장 기타 주요 기업 및 혁신 기업
International Business Machines Corporation
Oracle Corporation
SAP SE
ABB Ltd.
Tata Consultancy Services Limited
DXC Technology Company
Atos SE
McAfee Corp.
AVEVA Group plc
TIBCO Software Inc.
Hexaware Technologies Limited
QlikTech International AB
Altair Engineering Inc.
Scale AI Inc.
Arthur
제32장 세계 시장 경쟁 벤치마킹과 대시보드
제33장 주요 인수합병(M&A)
제34장 최근 시장 동향
제35장 시장 잠재력이 높은 국가, 부문, 전략
AI 거버넌스 시장(2029년) : 새로운 기회를 제공하는 국가
AI 거버넌스 시장(2029년) : 새로운 기회를 제공하는 부문
AI 거버넌스 시장(2029년) : 성장 전략
시장 동향에 기초한 전략
경쟁 전략
제36장 부록
KTH
영문 목차
영문목차
Artificial intelligence (AI) governance refers to the framework of policies, procedures, and practices established to ensure the responsible and ethical development, deployment, and use of AI technologies. The goal of AI governance is to define guidelines and mechanisms that govern the entire lifecycle of AI systems-from data collection and model training to deployment and ongoing monitoring. This is done with the objective of maximizing the benefits of AI while minimizing potential risks and ensuring ethical use.
The main components of AI governance are solutions and services. AI solutions typically refer to technologies or systems that leverage AI to address specific challenges, perform tasks, or provide valuable insights across various domains. These solutions may be deployed on-premises or in the cloud and cater to organizations of various sizes, including large enterprises and small and medium-sized enterprises (SMEs). They find applications in various verticals such as banking, financial services, and insurance (BFSI), government and defense, healthcare and life sciences, media and entertainment, retail, information technology, telecommunications, automotive, and others.
The AI governance market research report is one of a series of new reports from The Business Research Company that provides AI governance market statistics, including the AI governance industry global market size, regional shares, competitors with an AI governance market share, detailed AI governance market segments, market trends, and opportunities, and any further data you may need to thrive in the AI governance industry. This AI governance 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 AI governance market size has grown exponentially in recent years. It will grow from $0.29 billion in 2024 to $0.42 billion in 2025 at a compound annual growth rate (CAGR) of 45.5%. The growth in the historic period can be attributed to growing demand for transparency and trust in AI systems, increasing easy access to historical datasets and convenience of data storage, proliferating interest in ethical hacking and penetration testing.
The AI governance market size is expected to see exponential growth in the next few years. It will grow to $1.85 billion in 2029 at a compound annual growth rate (CAGR) of 44.6%. The growth in the forecast period can be attributed to expanding government initiatives to leverage the AI technology, increasing use of AI in retail. Major trends in the forecast period include advancements in artificial intelligence, enterprise AI lifecycle management platforms, building ethical AI platform, product innovations, hybrid cloud management solutions.
The anticipated rise in government initiatives aimed at harnessing artificial intelligence (AI) technology is poised to propel the growth of the artificial intelligence (AI) governance market in the coming years. Government initiatives represent crucial acts or statements undertaken by authorities to address specific challenges or issues. In the context of AI governance, these initiatives play a pivotal role in shaping the framework and guidance necessary to ensure the responsible development and use of AI technologies. The objective is to derive societal benefits from AI while minimizing potential risks and harms. As an example, the Ministry of Innovation, Science, and Industry, a government agency in Canada, initiated the second phase of the Pan-Canadian artificial intelligence program in June 2023. This initiative is substantiated by a substantial investment exceeding US$ 443 million, highlighting the government's commitment to advancing the integration and commercialization of AI across diverse sectors of the country's economy. Consequently, the increased focus on government initiatives to leverage AI technology stands as a driving force behind the growth of the artificial intelligence (AI) governance market.
Prominent companies in the artificial intelligence (AI) governance market are actively developing innovative solutions, such as AI governance toolkits, to deliver reliable services to their customers. An AI governance toolkit comprises a collection of resources and practices specifically designed to assist organizations in responsibly developing, deploying, and managing AI systems. In November 2023, The International Business Machines Corporation (IBM), a US-based technology corporation, launched watsonx.governance. This AI governance toolkit is tailored to help businesses and governments manage the risks and complexities associated with generative AI, particularly large language models (LLMs). It provides proactive risk detection and mitigation capabilities, monitoring for factors such as fairness, bias, drift, and new LLM metrics. Watsonx.governance is part of the broader IBM Watsonx AI and data platform, which includes Watsonx.data, watsonx.ai, and watsonx.governance, collectively aimed at scaling and accelerating the impact of AI across various business sectors.
In July 2023, Databricks, a prominent data and artificial intelligence company headquartered in the United States, completed the acquisition of MosaicML for a significant sum of $1.3 billion. This strategic move is aimed at democratizing access to generative AI technology for organizations of varying sizes, allowing them to develop, possess, and safeguard generative AI models utilizing their proprietary datasets. By integrating MosaicML's platform into its offerings, Databricks anticipates empowering enterprise customers to construct large language models and generative AI models with enhanced security measures and cost-efficiency. MosaicML, a US-based platform renowned for its emphasis on AI governance throughout the training and deployment processes of advanced AI models, was identified as a strategic asset to augment Databricks' capabilities in the AI domain.
Major companies operating in the AI governance market report are Amazon.com Inc., Alphabet Inc., Google LLC, Microsoft Corporation, Robert Bosch GmbH, International Business Machines Corporation, Oracle Corporation, SAP SE, ABB Ltd., Tata Consultancy Services Limited, DXC Technology Company, Atos S.E., McAfee Corp., AVEVA Group plc, TIBCO Software Inc., Hexaware Technologies Limited, QlikTech International AB, Altair Engineering Inc., Scale AI Inc., Arthur, MOSTLY AI, Protopia AI, Impact AI, H2O.ai, Credo.AI Corp.
North America was the largest region in the AI governance market in 2024. The regions covered in the ai governance market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.
The countries covered in the ai governance market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain
The artificial intelligence (AI) governance market includes revenues earned by entities by providing services such as regulatory compliance services, ethical AI consulting, risk assessment and management, policy development, AI model auditing and validation, and continuous monitoring and improvement. 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 artificial intelligence (AI) governance market also includes sales of conventional processors, neuromorphic hardware, and hardware security modules (HSMs). Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.
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.
AI Governance 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 ai governance 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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Where is the largest and fastest growing market for ai governance ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The ai governance 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 Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.
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. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
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: Solution; Services
2) By Deployment Type: On-Premises; Cloud
3) By Organization Size: Large Enterprise; Small And Medium-Sized Enterprises(SMEs)
4) By Vertical: Banking, Financial Services, And Insurance(BFSI); Government And Defense; Healthcare And Life Sciences; Media And Entertainment; Retail; Information Technology And Telecommunication; Automotive; Others Verticals
Subsegments:
1) By Solution: Compliance Management Tools; Risk Assessment And Management Software; Policy Management Solutions; Audit And Monitoring Systems
2) By Services: Consulting Services; Training And Education Programs; Implementation And Integration Services; Ongoing Support And Maintenance Services
Companies Mentioned: Amazon.com Inc.; Alphabet Inc.; Google LLC; Microsoft Corporation; Robert Bosch GmbH
