세계의 책임 있는 인공지능(AI) 플랫폼 시장 보고서(2025년)
Responsible Artificial Intelligence (AI) Platform Global Market Report 2025
상품코드 : 1888414
리서치사 : The Business Research Company
발행일 : On Demand Report
페이지 정보 : 영문 250 Pages
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한글목차

책임 있는 인공지능(AI) 플랫폼 시장 규모는 최근 급격히 확대되고 있습니다. 2024년의 22억 2,000만 달러에서 2025년에는 29억 3,000만 달러로 성장하고, CAGR 32.3%를 나타낼 것으로 전망되고 있습니다. 지난 몇 년간의 성장 요인으로는 데이터 보호 규제의 의무화와 이에 따른 벌칙의 시행, 자동화된 의사결정 결과에 대한 이사회 수준의 책임 추궁, 벤더 계약에 있어서의 제3자 리스크 관리 요건, 내부 감사 및 모델 리스크 관리 프레임워크의 도입, 금융 서비스나 의료 분야에 있어서의 업계 고유의 감독 당국의 기대 등을 들 수 있습니다.

책임 있는 인공지능(AI) 플랫폼 시장 규모는 향후 수년간 급격한 성장이 예상됩니다. 2029년에는 88억 8,000만 달러에 달하고, CAGR은 31.9%를 나타낼 전망입니다. 예측 기간의 성장요인으로는 관할구역을 가로지르는 신흥 AI규제와의 조화에 대한 수요가 높아지고, 규제검사에 있어서의 정당성을 입증 가능한 감사 추적과 문서화의 필요성 증가, 공개보고에서의 측정가능 공정성, 책임, 투명성 지표에 대한 수요 증가, 공급업체에게 모델 거버넌스를 요구하는 표준 계약 조항의 채용 증가, 자동화 시스템에 대한 리스크 기반의 분류와 영향 평가의 실시 확대 등을 들 수 있습니다. 예측 기간의 주요 동향으로는 모델 횡단 안전 정책 구현을위한 GaaS 오케스트레이션, 텍스트, 이미지, 음성 및 동영상을 지원하는 멀티 모달 컨텐츠 안전 채우기 탈링, 투명성 확보를 위한 모델 카드·시스템 카드의 자동 생성, 해석 가능성을 위한 반사실적 설명과 예 기반 추론, 페더레이티드 러닝과 차분 프라이버시를 이용한 프라이버시 보호형 머신러닝 등을 들 수 있습니다.

디지털 전환에 대한 투자 증가는 향후 책임 있는 인공지능(AI) 플랫폼 시장의 성장을 가속할 것으로 예측됩니다. 디지털 변환이란 클라우드, 데이터 및 소프트웨어 기술을 통해 프로세스, 제품 및 비즈니스 모델을 기업 전체에서 현대화하는 것을 의미합니다. 디지털 변환에 대한 투자 증가는 안전하고 컴플라이언스를 준수하는 자동화를 선호하는 조직 전체의 클라우드 및 데이터 현대화 이니셔티브에 의해 추진되고 있습니다. 책임 있는 인공지능(AI) 플랫폼은 데이터, 모델 및 배포 워크플로우를 엔드 투 엔드로 오케스트레이션하고 프로덕션 환경으로의 마이그레이션 시간을 단축하고, 팀 간에 구성 요소를 재사용할 수 있게 함으로써 디지털 변환 프로그램에서 스케일 이점을 제공합니다. 예를 들어 2023년 9월 영국 정부기관인 국가통계국(ONS)이 발표한 바에 따르면 2023년 2분기의 정보통신기술(ICT) 기기 및 기타 기계설비에 대한 투자액은 전년 동기 대비 1.5% 증가했습니다. 이 증가는 지속적인 디지털 변환 시책을 지원하는 핵심 디지털 자산에 대한 지속적인 설비 투자를 반영합니다. 따라서 디지털 변화에 대한 투자 증가는 책임 있는 인공지능(AI) 플랫폼 시장의 성장을 이끌고 있습니다.

책임 있는 인공지능(AI) 플랫폼 시장에서 사업을 전개하는 주요 기업은 기업 규모로 모델 전체의 안전성, 프라이버시, 정책 컴플라이언스를 표준화하기 위해 Guardaials-as-a-Service 등의 기술적 진보에 주력하고 있습니다. Guardaials-as-a-Service는 구성 가능한 정책을 적용하고 액세스 제어와 연계하여 모델 호출마다 보호를 의무화하는 클라우드 네이티브 안전 오케스트레이션 계층입니다. 예를 들어, 2025년 4월에는 미국에서 출시된 클라우드 컴퓨팅 플랫폼인 Amazon Web Services(AWS)가 생성형 AI 용도의 보안을 강화하기 위한 Amazon Bedrock Guardrails의 새로운 기능을 발표했습니다. 이 업데이트는 이미지와 텍스트를 가로지르는 멀티모달 유해성 감지 기능을 추가하여 다양한 컨텐츠 유형에서 일관된 필터링을 제공하면서 최대 88%의 정확도를 달성합니다. 기타 향상된 점으로는 입력 데이터에서 개인 식별 정보(PII)의 마스킹 기능 개선, 정체성 및 액세스 관리(IAM) 정책과 연계된 가드 레일 강제 적용, 지연 및 보호 균형을 고려한 선택적 정책 적용 등이 있습니다. 이러한 진보를 통해 기업은 ApplyGuardrail API를 통해 Amazon Bedrock 및 맞춤형 및 타사 기반 모델 전반에 걸쳐 책임 있는 AI 정책을 일관되게 시행할 수 있습니다.

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

제6장 시장 세분화

제7장 지역별/국가별 분석

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

제31장 기타 주요 기업 및 혁신 기업

제32장 세계 시장 경쟁 벤치마킹과 대시보드

제33장 주요 인수합병(M&A)

제34장 최근 시장 동향

제35장 시장의 잠재력이 높은 국가, 부문, 전략

제36장 부록

KTH
영문 목차

영문목차

A responsible artificial intelligence (AI) platform is a software toolkit and workflow environment designed to help teams build, deploy, and manage AI systems with safeguards for fairness, transparency, security, privacy, and compliance. Its purpose is to operationalize responsible AI practices by detecting and mitigating bias, tracking model lineage, explaining decisions, monitoring risks, and ensuring regulatory compliance across the model lifecycle.

The main components of responsible artificial intelligence (AI) platforms are software and services. Software includes tools and frameworks that enable organizations to develop, deploy, and manage AI systems ethically and transparently, emphasizing accountability, fairness, and compliance. These platforms are deployed through on-premises and cloud models and serve organizations of all sizes, including small and medium enterprises (SMEs) and large enterprises, supporting key applications such as model governance, bias detection and mitigation, explainability and interpretability, data privacy and security, and others. The key end users include banking, financial services, and insurance (BFSI), healthcare, retail and e-commerce, government, information technology (IT) and telecommunications, manufacturing, and others.

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 artificial intelligence (AI) platforms market research report is one of a series of new reports from The Business Research Company that provides artificial intelligence (AI) platforms market statistics, including artificial intelligence (AI) platforms industry global market size, regional shares, competitors with a artificial intelligence (AI) platforms market share, detailed artificial intelligence (AI) platforms market segments, market trends and opportunities, and any further data you may need to thrive in the artificial intelligence (AI) platforms industry. This artificial intelligence (AI) platforms 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 responsible artificial intelligence (AI) platform market size has grown exponentially in recent years. It will grow from $2.22 billion in 2024 to $2.93 billion in 2025 at a compound annual growth rate (CAGR) of 32.3%. The growth in the historic period can be attributed to enforcement of mandatory data protection regulations and associated fines, board-level accountability for automated decision outcomes, third-party risk management requirements in vendor contracts, adoption of internal audit and model risk management frameworks, and sector-specific supervisory expectations in financial services and healthcare.

The responsible artificial intelligence (AI) platform market size is expected to see exponential growth in the next few years. It will grow to $8.88 billion in 2029 at a compound annual growth rate (CAGR) of 31.9%. The growth in the forecast period can be attributed to rising demand for harmonization with emerging AI regulations across jurisdictions, increasing need for defensible audit trails and documentation in regulatory examinations, growing demand for measurable fairness, accountability, and transparency metrics in public reporting, rising adoption of standard contractual clauses requiring model governance from suppliers, and increasing implementation of risk-based classification and impact assessment for automated systems. Key trends in the forecast period include guardrails-as-a-service orchestration for safety policy enforcement across models, multimodal content safety filtering for text, image, audio, and video, automated generation of model cards and system cards for transparency, counterfactual explanations and example-based reasoning for interpretability, and privacy-preserving machine learning using federated learning and differential privacy.

The increasing investments in digital transformation are expected to propel the growth of the responsible artificial intelligence (AI) platform market going forward. Digital transformation refers to the enterprise-wide modernization of processes, products, and business models through cloud, data, and software technologies. The rise in digital transformation investments is driven by organization-wide cloud and data modernization initiatives that prioritize secure, compliant automation. Responsible AI platforms orchestrate data, models, and deployment workflows end-to-end, reducing time-to-production and enabling the reuse of components across teams to unlock scale from digital transformation programs. For instance, in September 2023, the Office for National Statistics (ONS), a UK-based executive agency, reported that investment in information and communication technology (ICT) equipment and other machinery during the second quarter of 2023 was 1.5% higher than in the same period of 2022. This increase reflects sustained capital expenditure in core digital assets supporting ongoing digital transformation initiatives. Therefore, the rising investments in digital transformation are driving the growth of the responsible AI platform market.

Key companies operating in the responsible AI platform market are focusing on technological advancements, such as guardrails-as-a-service, to standardize safety, privacy, and policy compliance across models at enterprise scale. Guardrails-as-a-service is a cloud-native safety orchestration layer that enforces configurable policies and integrates with access control to mandate protections on every model invocation. For instance, in April 2025, Amazon Web Services (AWS), a US-based cloud computing platform, introduced new capabilities for Amazon Bedrock Guardrails to enhance the safety of generative AI applications. The update includes multimodal toxicity detection across images and text, achieving up to 88% accuracy with consistent filtering across different content types. Additional enhancements include improved masking of personally identifiable information (PII) in inputs, mandatory guardrail enforcement aligned with identity and access management (IAM) policies, and selective policy application to balance latency and protection. These advancements enable enterprises to consistently implement responsible AI policies across Amazon Bedrock and both custom and third-party foundation models through the ApplyGuardrail API.

In August 2024, Cisco Systems, Inc., a US-based technology company, acquired Robust Intelligence Inc. for an undisclosed amount. Through this acquisition, Cisco aims to strengthen AI security and governance by integrating Robust Intelligence's platform to protect AI models, ensure responsible AI deployment, and mitigate risks across the AI lifecycle. Robust Intelligence Inc. is a US-based company that provides the Event Intelligence platform, an all-in-one software solution for managing client booking, planning, payments, operations, and business growth.

Major players in the responsible artificial intelligence (AI) platform market are Google LLC, Microsoft Corporation, Meta Platforms Inc., Amazon Web Services (AWS), Accenture PLC, International Business Machines Corporation, SAP SE, Salesforce Inc., Hewlett Packard Enterprise Company, Cognizant Inc., Baidu Inc., Infosys Limited, DXC Technology, DataRobot, C3.ai, H2O.ai, Fiddler AI, Arthur AI, Fairly AI, and Armilla AI.

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

The countries covered in the responsible artificial intelligence (AI) platform market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The responsible artificial intelligence (AI) platform market consists of revenues earned by entities by providing services such as model governance and policy management, fairness assessment services, explainability and transparency reporting, data and model lineage tracking, and artificial intelligence (AI) risk monitoring and incident management. 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.

Responsible Artificial Intelligence (AI) 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 responsible artificial intelligence (ai) 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.

Reasons to Purchase

Where is the largest and fastest growing market for responsible artificial intelligence (ai) 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 responsible artificial intelligence (ai) 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 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.

Scope

Table of Contents

1. Executive Summary

2. Responsible Artificial Intelligence (AI) Platform Market Characteristics

3. Responsible Artificial Intelligence (AI) Platform Market Trends And Strategies

4. Responsible Artificial Intelligence (AI) Platform Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

5. Global Responsible Artificial Intelligence (AI) Platform Growth Analysis And Strategic Analysis Framework

6. Responsible Artificial Intelligence (AI) Platform Market Segmentation

7. Responsible Artificial Intelligence (AI) Platform Market Regional And Country Analysis

8. Asia-Pacific Responsible Artificial Intelligence (AI) Platform Market

9. China Responsible Artificial Intelligence (AI) Platform Market

10. India Responsible Artificial Intelligence (AI) Platform Market

11. Japan Responsible Artificial Intelligence (AI) Platform Market

12. Australia Responsible Artificial Intelligence (AI) Platform Market

13. Indonesia Responsible Artificial Intelligence (AI) Platform Market

14. South Korea Responsible Artificial Intelligence (AI) Platform Market

15. Western Europe Responsible Artificial Intelligence (AI) Platform Market

16. UK Responsible Artificial Intelligence (AI) Platform Market

17. Germany Responsible Artificial Intelligence (AI) Platform Market

18. France Responsible Artificial Intelligence (AI) Platform Market

19. Italy Responsible Artificial Intelligence (AI) Platform Market

20. Spain Responsible Artificial Intelligence (AI) Platform Market

21. Eastern Europe Responsible Artificial Intelligence (AI) Platform Market

22. Russia Responsible Artificial Intelligence (AI) Platform Market

23. North America Responsible Artificial Intelligence (AI) Platform Market

24. USA Responsible Artificial Intelligence (AI) Platform Market

25. Canada Responsible Artificial Intelligence (AI) Platform Market

26. South America Responsible Artificial Intelligence (AI) Platform Market

27. Brazil Responsible Artificial Intelligence (AI) Platform Market

28. Middle East Responsible Artificial Intelligence (AI) Platform Market

29. Africa Responsible Artificial Intelligence (AI) Platform Market

30. Responsible Artificial Intelligence (AI) Platform Market Competitive Landscape And Company Profiles

31. Responsible Artificial Intelligence (AI) Platform Market Other Major And Innovative Companies

32. Global Responsible Artificial Intelligence (AI) Platform Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Responsible Artificial Intelligence (AI) Platform Market

34. Recent Developments In The Responsible Artificial Intelligence (AI) Platform Market

35. Responsible Artificial Intelligence (AI) Platform Market High Potential Countries, Segments and Strategies

36. Appendix

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