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복합 AI 시장 분석과 예측(-2034년) : 유형, 제품, 서비스, 기술, 컴포넌트, 용도, 전개, 최종 사용자, 기능

Composite AI Market Analysis and Forecast to 2034: Type, Product, Services, Technology, Component, Application, Deployment, End User, Functionality
발행일: | 리서치사: Global Insight Services | 페이지 정보: 영문 357 Pages | 배송안내 : 3-5일 (영업일 기준)

    
    
    



※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

복합 AI 시장은 2024년 15억 달러에서 2034년 256억 달러로 확대될 전망이며 약 32.8%의 CAGR을 보일 것으로 예측됩니다. 복합 AI 시장은 머신러닝, 자연어 처리, 컴퓨터 비전 등 여러 AI 기술을 통합하여 의사결정과 문제 해결 능력을 강화하는 솔루션을 포함합니다. 이 시장은 다양한 AI 모델을 결합하여 산업 전반의 복잡한 과제를 해결하고 보다 정확하고 맥락적인 인사이트을 제공합니다. 고급 분석과 개인화된 경험에 대한 요구 증가가 성장을 뒷받침하고 있으며, 금융, 헬스케어, 소매 등의 부문이 채용의 최전선에서 경쟁 우위와 업무 효율성을 위해 복합 AI를 활용하고 있습니다.

반도체 및 첨단 컴퓨팅 하드웨어를 포함한 AI 관련 기술에 대한 세계적인 관세 부과는 복합 AI 시장에 큰 영향을 미치고 있습니다. 미국의 기술에 크게 의존하고 있는 일본과 한국은 비용 증가에 고전하고 있으며, 이러한 영향을 완화하기 위해 국내 연구개발에 전략적 투자를 촉구하고 있습니다. 엄격한 수출 규제에 직면하고 있는 중국은 AI 칩 생산에서 자급자족을 급속히 추진하고 있는 반면 반도체 제조의 매우 중요한 진출국인 대만은 특히 미국과 중국의 긴장 속에서 불안정한 지정학적 긴장을 겪고 있습니다. 전 세계적으로 AI 인프라 시장은 견조하지만 공급망 혼란과 자본 지출 증가에 취약점이 커지고 있습니다. 2035년까지 중동 분쟁은 에너지 가격 변동과 공급망 취약성을 악화시킬 수 있기 때문에 성공은 공급 네트워크와 지역 파트너십의 다양화에 달려 있습니다.

시장 세분화
유형 생성형 AI, 처방적 AI, 적응형 AI
제품 소프트웨어, 플랫폼, 도구, 프레임워크
서비스 컨설팅, 통합, 유지보수, 교육, 지원, 관리 서비스
기술 머신러닝, 자연어 처리, 컴퓨터 비전, 로보틱스, 인지 컴퓨팅
구성요소 하드웨어, 소프트웨어, 서비스
용도 헬스케어, 금융, 소매, 제조, 운송, 통신, 에너지, 엔터테인먼트
배포 클라우드, On-Premise, 하이브리드, 엣지
최종 사용자 기업, 중소기업, 정부기관, 의료 제공자, 금융기관, 소매업, 제조업
기능 데이터 분석, 자동화, 최적화, 의사결정 지원

복합 AI 시장은 의사결정을 강화하기 위한 여러 AI 기법의 통합에 힘입어 강력한 확장을 경험하고 있습니다. 소프트웨어 부문은 최전선에 있으며 머신러닝과 자연어 처리 하위 부문은 범용성과 적용 가능성에 따라 선도됩니다. 하위 부문으로서의 딥러닝은 신경망 아키텍처의 진보에 견인되어 두 번째로 높은 실적으로 기세를 늘리고 있습니다.

서비스 부문에서는 조직이 AI를 비즈니스에 원활하게 통합하려 노력하면서 AI 컨설팅과 통합 서비스가 최우수 실적 부문이 되었습니다. AI 주도 인사이트에 대한 수요가 데이터 분석 서비스의 성장을 가속하고 있으며 개발에 크게 기여할 것으로 예측됩니다.

또한, 개인화된 고객 경험에 대한 요구가 증가함에 따라 고객 서비스 용도에서 AI의 성능이 향상되고 있습니다. 기업이 효율성과 혁신을 우선시하면서 복합 AI 시장은 기술적 진보와 전략적 투자에 힘입어 지속적인 성장을 이룰 전망입니다.

복합 AI 플랫폼은 다양한 산업에서 인기를 모으고 있으며 시장 점유율은 주로 기술 대기업과 혁신적인 신흥 기업이 차지하고 있습니다. 가격 전략은 제공되는 솔루션의 복잡성과 사용자 정의를 반영하여 다양화되고 있습니다. 신제품 출시는 AI 기능 강화, 머신러닝 통합, 진화하는 고객의 요구에 부응하는 사용자 인터페이스 개선에 중점을 둡니다. 시장은 효율성과 정확성의 필요성으로 인해 실시간 데이터 처리 및 분석을 제공하는 솔루션으로의 전환을 목표로 하고 있습니다.

경쟁은 치열하며 각 회사는 경쟁을 유지하기 위해 연구 개발에 많은 투자를 하고 있습니다. 벤치마크에 따르면 복합 AI 시장의 리더 기업은 혁신과 전략적 파트너십을 선호하는 것으로 나타났습니다. 특히 북미와 유럽의 규제 영향은 제품 개척과 시장 진출 전략을 형성하고 있습니다. 데이터 보호법과 윤리적 AI 지침을 준수하는 것은 매우 중요합니다. 이 시장은 기술적 진보의 혜택을 받고 있지만 상호 운용성과 데이터 프라이버시에 대한 우려와 같은 과제는 여전히 남아 있습니다. 전반적으로 복합 AI 시장은 강력한 성장 태세를 갖추고 있으며 규제 상황을 극복하고 기술 진보를 활용할 수 있는 기업에게는 큰 기회가 있습니다.

아시아태평양은 기술 발전과 AI 기능에 대한 투자 증가로 급속한 확대를 눈앞에 두고 있습니다. 중국과 인도 등의 국가들은 방대한 데이터 자원과 숙련 노동력을 활용하여 주요 진출국으로 대두하고 있습니다. 라틴아메리카와 중동 및 아프리카는 AI 기술에 대한 인식과 도입이 진행되는 급성장 시장입니다. 라틴아메리카 브라질과 중동의 아랍 에미리트 연합은 AI에 대한 전략적 노력으로 주목받고 있으며 시장 확대의 유리한 기회를 제공합니다.

Google은 복합 AI 기술을 자체 클라우드 인프라에 통합하기 위해 저명한 클라우드 서비스 제공업체와의 제휴를 발표했습니다. 이 제휴는 보다 선진적인 AI 솔루션을 기업에 제공하고 데이터 처리 및 머신러닝 기능을 강화하는 것을 목표로 합니다. 이 제휴는 AI 기술의 진화를 위한 협업 동향의 고조를 보여주고 있습니다.

Microsoft는 공급망 업무를 간소화하기 위한 획기적인 복합 AI 플랫폼을 발표했습니다. 이 플랫폼은 AI를 활용하여 물류 및 재고 관리를 최적화하여 기업의 상당한 비용 절감과 효율화를 기대할 수 있습니다. 이 발표는 전통 산업에서 AI의 변화 가능성을 돋보이게 합니다.

규제 소식으로는 유럽연합(EU)은 AI 용도에 대한 새로운 지침을 도입하여 복합 AI 기술의 윤리적 이용을 강조했습니다. 이 규정은 투명성과 책임을 보장하고 다양한 부문에서 AI 주도 솔루션에 대한 신뢰를 조성하는 것을 목표로 합니다.

마지막으로 대형 투자 회사는 복합 AI의 주요 기업에 대한 대규모 자금 조달을 발표하고 시장 성장 가능성에 대한 자신감을 보였습니다. 이 투자는 추가 연구개발을 촉진하고 혁신을 촉진하여 복합 AI 기술이 전 세계적으로 보급될 것으로 기대됩니다.

주요 동향과 촉진요인

복합 AI 시장은 기술의 발전과 AI와 다른 기술의 통합을 통해 강력한 성장을 이루고 있습니다. 주요 동향은 AI와 IoT의 융합이며 이를 통해 더욱 스마트하고 자율적인 시스템을 실현하고 있습니다. 이 통합은 실시간 인사이트와 예측 분석을 제공함으로써 제조업에서 헬스케어에 이르기까지 산업 전반의 의사결정 프로세스를 강화합니다.

또 다른 중요한 동향은 업무에서 AI 주도 자동화가 시작되고 있다는 점입니다. 기업은 워크플로우의 합리화, 운영 비용 절감, 효율화를 위해 AI를 활용하고 있습니다. 또한 기업이 특정 과제를 해결하고 프로세스를 최적화하려 노력하면서 맞춤형 AI 솔루션에 대한 수요도 증가하고 있습니다. AI를 활용한 툴의 보급은 급속히 진화하는 시장 상황 속에서 기업이 혁신을 일으켜 경쟁을 유지하기 위한 힘이 되고 있습니다.

또한 윤리적인 AI와 책임있는 AI의 실천이 중시되어 시장을 형성하고 있습니다. AI 기술의 보급에 따라 AI 시스템의 투명성, 공정성, 책임을 확보하는 것이 중요해지고 있습니다. 이를 통해 AI의 이용을 관리하는 프레임워크나 가이드라인의 개발이 추진되어 소비자와 이해 관계자의 신뢰와 수용이 촉진되고 있습니다. 복합 AI 시장은 이러한 동향과 촉진요인의 진전에 따라 지속적으로 확대하고 선진적인 기업에 유리한 기회를 제공하는 태세가 갖추어지고 있습니다.

억제와 도전

복합 AI 시장은 일련의 심각한 억제요인과 과제를 겪고 있습니다. 주요 억제요인은 다수의 AI 기술을 통합하는 복잡성으로 인해 광범위한 전문 지식과 자원이 필요합니다. 이 복잡성은 비용 증가와 도입 기간의 장기화를 초래하여 중소기업의 채용 의욕을 저하시킵니다. 게다가 다양한 AI 모델의 통합에는 기밀 정보의 취급이 수반되는 경우가 많기 때문에 데이터의 프라이버시와 보안의 확보라는 과제도 뿌리깊습니다. 규제 컴플라이언스는 여전히 장애물 중 하나이며 지역마다 다른 기준으로 인해 시장 진입과 운영이 복잡해지고 있습니다. 게다가 인공지능의 기술 진보의 급속한 페이스는 진부화로 이어질 수 있으며, 주요 기업들은 지속적인 혁신과 적응을 요구받고 있습니다. 마지막으로 복합 AI 기술에 익숙한 전문가의 부족이라는 두드러진 기술 격차로 인해 조직이 이러한 솔루션을 충분히 활용할 수 있는 능력을 방해하고 있습니다. 이러한 과제는 복합 AI 시장의 보급과 성장에 큰 장벽이 되고 있습니다.

목차

제1장 복합 AI 시장 개요

  • 조사 목적
  • 복합 AI 시장 정의와 조사 범위
  • 보고서의 제한 사항
  • 조사 대상연도와 통화
  • 조사 방법

제2장 주요 요약

제3장 시장에 관한 중요 인사이트

제4장 복합 AI 시장 전망

  • 복합 AI 시장의 세분화
  • 시장 역학
  • Porter's Five Forces 분석
  • PESTLE 분석
  • 밸류체인 분석
  • 4P 모델
  • ANSOFF 매트릭스

제5장 복합 AI 시장 전략

  • 상위 시장 분석
  • 수급 분석
  • 소비자의 구매 의욕
  • 이용 사례 분석
  • 가격 분석
  • 규제 상황
  • 공급망 분석
  • 경쟁 제품 분석

제6장 복합 AI 시장 규모

  • 복합 AI 시장 규모 : 금액별
  • 복합 AI 시장 규모 : 수량별

제7장 복합 AI 시장 : 유형별

  • 시장 개요
  • 생성형 AI
  • 예측형 AI
  • 처방적 AI
  • 적응형 AI
  • 기타

제8장 복합 AI 시장 : 제품별

  • 시장 개요
  • 소프트웨어
  • 플랫폼
  • 도구
  • 프레임워크
  • 기타

제9장 복합 AI 시장 : 서비스별

  • 시장 개요
  • 컨설팅
  • 통합
  • 유지보수
  • 트레이닝
  • 지원
  • 매니지드 서비스
  • 기타

제10장 복합 AI 시장 : 기술별

  • 시장 개요
  • 머신러닝
  • 자연어 처리
  • 컴퓨터 비전
  • 로봇공학
  • 인지 컴퓨팅
  • 기타

제11장 복합 AI 시장 : 컴포넌트별

  • 시장 개요
  • 하드웨어
  • 소프트웨어
  • 서비스
  • 기타

제12장 복합 AI 시장 : 용도별

  • 시장 개요
  • 헬스케어
  • 금융
  • 소매
  • 제조업
  • 운수
  • 통신
  • 에너지
  • 엔터테인먼트
  • 기타

제13장 복합 AI 시장 : 전개별

  • 시장 개요
  • 클라우드
  • On-Premise
  • 하이브리드
  • 엣지
  • 기타

제14장 복합 AI 시장 : 최종 사용자별

  • 시장 개요
  • 기업
  • 중소기업
  • 정부기관
  • 의료 제공자
  • 금융기관
  • 소매업체
  • 제조업자
  • 기타

제15장 복합 AI 시장 : 기능별

  • 시장 개요
  • 데이터 분석
  • 자동화
  • 최적화
  • 의사결정 지원
  • 기타

제16장 복합 AI 시장 : 지역별

  • 개요
  • 북미
    • 미국
    • 캐나다
  • 유럽
    • 영국
    • 독일
    • 프랑스
    • 스페인
    • 이탈리아
    • 네덜란드
    • 스웨덴
    • 스위스
    • 덴마크
    • 핀란드
    • 러시아
    • 기타 유럽
  • 아시아태평양
    • 중국
    • 인도
    • 일본
    • 한국
    • 호주
    • 싱가포르
    • 인도네시아
    • 대만
    • 말레이시아
    • 기타 아시아태평양
  • 라틴아메리카
    • 브라질
    • 멕시코
    • 아르헨티나
    • 기타 라틴아메리카
  • 중동 및 아프리카
    • 사우디아라비아
    • 아랍에미리트(UAE)
    • 남아프리카
    • 기타 중동 및 아프리카

제17장 경쟁 구도

  • 개요
  • 시장 점유율 분석
  • 주요 기업의 포지셔닝
  • 경쟁 리더십 매핑
  • 벤더 벤치마킹
  • 개발 전략 벤치마킹

제18장 기업 프로파일

  • C3 AI
  • DataRobot
  • H2O.ai
  • Ayasdi
  • SAS Institute
  • BigML
  • CognitiveScale
  • Squirro
  • Absolutdata
  • Aible
  • Beyond Limits
  • Petuum
  • SparkCognition
  • Element AI
  • Peltarion
  • Seldon
  • Falkonry
  • Sentient Technologies
  • CognitiveScale
  • Fractal Analytics
CSM

Composite AI Market is anticipated to expand from $1.5 Billion in 2024 to $25.6 Billion by 2034, growing at a CAGR of approximately 32.8%. The Composite AI Market encompasses solutions that integrate multiple AI techniques, such as machine learning, natural language processing, and computer vision, to enhance decision-making and problem-solving capabilities. This market addresses complex challenges across industries by combining diverse AI models, leading to more accurate and contextual insights. The increasing need for sophisticated analytics and personalized experiences is propelling growth, with sectors like finance, healthcare, and retail at the forefront of adoption, leveraging composite AI for competitive advantage and operational efficiency.

The imposition of global tariffs on AI-related technologies, including semiconductors and advanced computational hardware, is significantly influencing the Composite AI Market. Japan and South Korea, heavily dependent on US technology, are experiencing increased costs, prompting strategic investments in domestic R&D to mitigate these impacts. China, facing stringent export controls, is rapidly advancing its self-sufficiency in AI chip production, while Taiwan, a pivotal player in semiconductor manufacturing, navigates precarious geopolitical waters, particularly amidst US-China tensions. Globally, the market for AI infrastructure is robust, yet it is increasingly vulnerable to supply chain disruptions and escalating capital expenditures. By 2035, success will hinge on the diversification of supply networks and regional partnerships, with Middle Eastern conflicts potentially exacerbating energy price volatility and supply chain fragility.

Market Segmentation
TypeGenerative AI, Predictive AI, Prescriptive AI, Adaptive AI
ProductSoftware, Platform, Tools, Frameworks
ServicesConsulting, Integration, Maintenance, Training, Support, Managed Services
TechnologyMachine Learning, Natural Language Processing, Computer Vision, Robotics, Cognitive Computing
ComponentHardware, Software, Services
ApplicationHealthcare, Finance, Retail, Manufacturing, Transportation, Telecommunications, Energy, Entertainment
DeploymentCloud, On-premise, Hybrid, Edge
End UserEnterprises, SMEs, Government, Healthcare Providers, Financial Institutions, Retailers, Manufacturers
FunctionalityData Analysis, Automation, Optimization, Decision Support

The Composite AI Market is experiencing robust expansion, propelled by the integration of multiple AI methodologies to enhance decision-making. The software segment is at the forefront, with machine learning and natural language processing sub-segments leading due to their versatility and applicability. Deep learning, as a sub-segment, is gaining momentum as the second-highest performer, driven by advancements in neural network architectures.

In the services segment, AI consulting and integration services are top performers, as organizations seek to seamlessly incorporate AI into their operations. The demand for AI-driven insights is prompting growth in data analytics services, which are anticipated to become a significant contributor to market development.

Furthermore, the rising need for personalized customer experiences is boosting the performance of AI in customer service applications. As businesses prioritize efficiency and innovation, the Composite AI Market is poised for continued growth, supported by technological advancements and strategic investments.

Composite AI platforms are gaining traction across diverse industries, with market share predominantly held by established tech giants and innovative startups. Pricing strategies vary, reflecting the complexity and customization of solutions offered. New product launches focus on enhancing AI capabilities, integrating machine learning, and improving user interfaces to meet evolving customer demands. The market is witnessing a shift towards solutions that offer real-time data processing and analytics, driven by the need for efficiency and accuracy.

Competition is fierce, with companies investing heavily in R&D to maintain a competitive edge. Benchmarking reveals that leaders in the Composite AI market prioritize innovation and strategic partnerships. Regulatory influences, particularly in North America and Europe, are shaping product development and market entry strategies. Compliance with data protection laws and ethical AI guidelines is crucial. The market benefits from technological advancements, yet challenges such as interoperability and data privacy concerns persist. Overall, the Composite AI market is poised for robust growth, with significant opportunities for those who can navigate regulatory landscapes and leverage technological advancements.

Geographical Overview:

The Composite AI market is burgeoning with regional variances and emerging growth pockets. North America remains at the forefront, propelled by robust technological infrastructure and a culture of innovation. The region's commitment to research and development accelerates the adoption of composite AI solutions, enhancing its market dominance. Europe follows with its strong regulatory frameworks and emphasis on ethical AI, creating a conducive environment for growth.

Asia Pacific is witnessing rapid expansion, driven by technological advancements and increased investments in AI capabilities. Countries like China and India are emerging as key players, leveraging their vast data resources and skilled workforce. Latin America and the Middle East & Africa are burgeoning markets, with increasing awareness and adoption of AI technologies. Brazil in Latin America and the UAE in the Middle East are notable for their strategic initiatives in AI, presenting lucrative opportunities for market expansion.

Recent Developments:

In recent months, the Composite AI Market has witnessed significant developments across various sectors. IBM's strategic acquisition of a leading AI startup promises to bolster its composite AI capabilities, enhancing its competitive edge in the market. This acquisition is expected to accelerate innovation in AI-driven solutions, particularly in natural language processing and data analytics.

Google has announced a partnership with a prominent cloud services provider to integrate composite AI technologies into its cloud infrastructure. This collaboration aims to deliver more sophisticated AI solutions to enterprises, allowing for enhanced data processing and machine learning capabilities. The partnership underscores the growing trend of collaborative efforts to advance AI technologies.

Microsoft unveiled a groundbreaking composite AI platform designed to streamline supply chain operations. This platform leverages AI to optimize logistics and inventory management, promising significant cost savings and efficiency improvements for businesses. The launch highlights the transformative potential of AI in traditional industries.

In regulatory news, the European Union has introduced new guidelines for AI applications, emphasizing the ethical use of composite AI technologies. These regulations aim to ensure transparency and accountability, fostering trust in AI-driven solutions across various sectors.

Finally, a major investment firm announced a substantial funding round for a leading composite AI company, signaling confidence in the market's growth potential. This investment is expected to fuel further research and development, driving innovation and expanding the reach of composite AI technologies globally.

Key Trends and Drivers:

The Composite AI Market is experiencing robust growth, driven by technological advancements and the integration of AI with other technologies. A key trend is the convergence of AI with IoT, enabling smarter and more autonomous systems. This integration is enhancing decision-making processes across industries, from manufacturing to healthcare, by providing real-time insights and predictive analytics.

Another significant trend is the rise of AI-driven automation in business operations. Companies are increasingly leveraging AI to streamline workflows, reduce operational costs, and improve efficiency. The demand for customized AI solutions is also growing, as businesses seek to address specific challenges and optimize their processes. The proliferation of AI-powered tools is empowering organizations to innovate and remain competitive in a rapidly evolving market landscape.

Furthermore, the emphasis on ethical AI and responsible AI practices is shaping the market. As AI technologies become more pervasive, there is a heightened focus on ensuring transparency, fairness, and accountability in AI systems. This is driving the development of frameworks and guidelines to govern AI use, fostering trust and acceptance among consumers and stakeholders. The Composite AI Market is poised for continued expansion as these trends and drivers unfold, presenting lucrative opportunities for forward-thinking enterprises.

Restraints and Challenges:

The Composite AI Market encounters a series of significant restraints and challenges. A primary restraint is the complexity of integrating multiple AI technologies, which requires extensive expertise and resources. This complexity can lead to increased costs and longer implementation times, deterring smaller enterprises from adoption. Furthermore, there is a persistent challenge in ensuring data privacy and security, as the integration of various AI models often involves handling sensitive information. Regulatory compliance remains another hurdle, with evolving standards across different regions complicating market entry and operations. Additionally, the rapid pace of technological advancement in AI can lead to obsolescence, pressuring companies to continuously innovate and adapt. Finally, there is a notable skills gap, with a shortage of professionals proficient in composite AI technologies, which hampers the ability of organizations to fully leverage these solutions. These challenges collectively pose significant barriers to the widespread adoption and growth of the Composite AI Market.

Key Companies:

C3 AI, Data Robot, H2 O.ai, Ayasdi, SAS Institute, Big ML, Cognitive Scale, Squirro, Absolutdata, Aible, Beyond Limits, Petuum, Spark Cognition, Element AI, Peltarion, Seldon, Falkonry, Sentient Technologies, Fractal Analytics

Research Scope:

  • Estimates and forecasts the overall market size across type, application, and region.
  • Provides detailed information and key takeaways on qualitative and quantitative trends, dynamics, business framework, competitive landscape, and company profiling.
  • Identifies factors influencing market growth and challenges, opportunities, drivers, and restraints.
  • Identifies factors that could limit company participation in international markets to help calibrate market share expectations and growth rates.
  • Evaluates key development strategies like acquisitions, product launches, mergers, collaborations, business expansions, agreements, partnerships, and R&D activities.
  • Analyzes smaller market segments strategically, focusing on their potential, growth patterns, and impact on the overall market.
  • Outlines the competitive landscape, assessing business and corporate strategies to monitor and dissect competitive advancements.

Our research scope provides comprehensive market data, insights, and analysis across a variety of critical areas. We cover Local Market Analysis, assessing consumer demographics, purchasing behaviors, and market size within specific regions to identify growth opportunities. Our Local Competition Review offers a detailed evaluation of competitors, including their strengths, weaknesses, and market positioning. We also conduct Local Regulatory Reviews to ensure businesses comply with relevant laws and regulations. Industry Analysis provides an in-depth look at market dynamics, key players, and trends. Additionally, we offer Cross-Segmental Analysis to identify synergies between different market segments, as well as Production-Consumption and Demand-Supply Analysis to optimize supply chain efficiency. Our Import-Export Analysis helps businesses navigate global trade environments by evaluating trade flows and policies. These insights empower clients to make informed strategic decisions, mitigate risks, and capitalize on market opportunities.

TABLE OF CONTENTS

1: Composite AI Market Overview

  • 1.1 Objectives of the Study
  • 1.2 Composite AI Market Definition and Scope of the Report
  • 1.3 Report Limitations
  • 1.4 Years & Currency Considered in the Study
  • 1.5 Research Methodologies
    • 1.5.1 Secondary Research
    • 1.5.2 Primary Research
    • 1.5.3 Market Size Estimation: Top-Down Approach
    • 1.5.4 Market Size Estimation: Bottom-Up Approach
    • 1.5.5 Data Triangulation and Validation

2: Executive Summary

  • 2.1 Summary
  • 2.2 Key Opinion Leaders
  • 2.3 Key Highlights of the Market, by Type
  • 2.4 Key Highlights of the Market, by Product
  • 2.5 Key Highlights of the Market, by Services
  • 2.6 Key Highlights of the Market, by Technology
  • 2.7 Key Highlights of the Market, by Component
  • 2.8 Key Highlights of the Market, by Application
  • 2.9 Key Highlights of the Market, by Deployment
  • 2.10 Key Highlights of the Market, by End User
  • 2.11 Key Highlights of the Market, by Functionality
  • 2.12 Key Highlights of the Market, by North America
  • 2.13 Key Highlights of the Market, by Europe
  • 2.14 Key Highlights of the Market, by Asia-Pacific
  • 2.15 Key Highlights of the Market, by Latin America
  • 2.16 Key Highlights of the Market, by Middle East
  • 2.17 Key Highlights of the Market, by Africa

3: Premium Insights on the Market

  • 3.1 Market Attractiveness Analysis, by Region
  • 3.2 Market Attractiveness Analysis, by Type
  • 3.3 Market Attractiveness Analysis, by Product
  • 3.4 Market Attractiveness Analysis, by Services
  • 3.5 Market Attractiveness Analysis, by Technology
  • 3.6 Market Attractiveness Analysis, by Component
  • 3.7 Market Attractiveness Analysis, by Application
  • 3.8 Market Attractiveness Analysis, by Deployment
  • 3.9 Market Attractiveness Analysis, by End User
  • 3.10 Market Attractiveness Analysis, by Functionality
  • 3.11 Market Attractiveness Analysis, by North America
  • 3.12 Market Attractiveness Analysis, by Europe
  • 3.13 Market Attractiveness Analysis, by Asia-Pacific
  • 3.14 Market Attractiveness Analysis, by Latin America
  • 3.15 Market Attractiveness Analysis, by Middle East
  • 3.16 Market Attractiveness Analysis, by Africa

4: Composite AI Market Outlook

  • 4.1 Composite AI Market Segmentation
  • 4.2 Market Dynamics
    • 4.2.1 Market Drivers
    • 4.2.2 Market Trends
    • 4.2.3 Market Restraints
    • 4.2.4 Market Opportunities
  • 4.3 Porters Five Forces Analysis
    • 4.3.1 Threat of New Entrants
    • 4.3.2 Threat of Substitutes
    • 4.3.3 Bargaining Power of Buyers
    • 4.3.4 Bargaining Power of Supplier
    • 4.3.5 Competitive Rivalry
  • 4.4 PESTLE Analysis
  • 4.5 Value Chain Analysis
  • 4.6 4Ps Model
  • 4.7 ANSOFF Matrix

5: Composite AI Market Strategy

  • 5.1 Parent Market Analysis
  • 5.2 Supply-Demand Analysis
  • 5.3 Consumer Buying Interest
  • 5.4 Case Study Analysis
  • 5.5 Pricing Analysis
  • 5.6 Regulatory Landscape
  • 5.7 Supply Chain Analysis
  • 5.8 Competition Product Analysis
  • 5.9 Recent Developments

6: Composite AI Market Size

  • 6.1 Composite AI Market Size, by Value
  • 6.2 Composite AI Market Size, by Volume

7: Composite AI Market, by Type

  • 7.1 Market Overview
  • 7.2 Generative AI
    • 7.2.1 Key Market Trends & Opportunity Analysis
    • 7.2.2 Market Size and Forecast, by Region
  • 7.3 Predictive AI
    • 7.3.1 Key Market Trends & Opportunity Analysis
    • 7.3.2 Market Size and Forecast, by Region
  • 7.4 Prescriptive AI
    • 7.4.1 Key Market Trends & Opportunity Analysis
    • 7.4.2 Market Size and Forecast, by Region
  • 7.5 Adaptive AI
    • 7.5.1 Key Market Trends & Opportunity Analysis
    • 7.5.2 Market Size and Forecast, by Region
  • 7.6 Others
    • 7.6.1 Key Market Trends & Opportunity Analysis
    • 7.6.2 Market Size and Forecast, by Region

8: Composite AI Market, by Product

  • 8.1 Market Overview
  • 8.2 Software
    • 8.2.1 Key Market Trends & Opportunity Analysis
    • 8.2.2 Market Size and Forecast, by Region
  • 8.3 Platform
    • 8.3.1 Key Market Trends & Opportunity Analysis
    • 8.3.2 Market Size and Forecast, by Region
  • 8.4 Tools
    • 8.4.1 Key Market Trends & Opportunity Analysis
    • 8.4.2 Market Size and Forecast, by Region
  • 8.5 Frameworks
    • 8.5.1 Key Market Trends & Opportunity Analysis
    • 8.5.2 Market Size and Forecast, by Region
  • 8.6 Others
    • 8.6.1 Key Market Trends & Opportunity Analysis
    • 8.6.2 Market Size and Forecast, by Region

9: Composite AI Market, by Services

  • 9.1 Market Overview
  • 9.2 Consulting
    • 9.2.1 Key Market Trends & Opportunity Analysis
    • 9.2.2 Market Size and Forecast, by Region
  • 9.3 Integration
    • 9.3.1 Key Market Trends & Opportunity Analysis
    • 9.3.2 Market Size and Forecast, by Region
  • 9.4 Maintenance
    • 9.4.1 Key Market Trends & Opportunity Analysis
    • 9.4.2 Market Size and Forecast, by Region
  • 9.5 Training
    • 9.5.1 Key Market Trends & Opportunity Analysis
    • 9.5.2 Market Size and Forecast, by Region
  • 9.6 Support
    • 9.6.1 Key Market Trends & Opportunity Analysis
    • 9.6.2 Market Size and Forecast, by Region
  • 9.7 Managed Services
    • 9.7.1 Key Market Trends & Opportunity Analysis
    • 9.7.2 Market Size and Forecast, by Region
  • 9.8 Others
    • 9.8.1 Key Market Trends & Opportunity Analysis
    • 9.8.2 Market Size and Forecast, by Region

10: Composite AI Market, by Technology

  • 10.1 Market Overview
  • 10.2 Machine Learning
    • 10.2.1 Key Market Trends & Opportunity Analysis
    • 10.2.2 Market Size and Forecast, by Region
  • 10.3 Natural Language Processing
    • 10.3.1 Key Market Trends & Opportunity Analysis
    • 10.3.2 Market Size and Forecast, by Region
  • 10.4 Computer Vision
    • 10.4.1 Key Market Trends & Opportunity Analysis
    • 10.4.2 Market Size and Forecast, by Region
  • 10.5 Robotics
    • 10.5.1 Key Market Trends & Opportunity Analysis
    • 10.5.2 Market Size and Forecast, by Region
  • 10.6 Cognitive Computing
    • 10.6.1 Key Market Trends & Opportunity Analysis
    • 10.6.2 Market Size and Forecast, by Region
  • 10.7 Others
    • 10.7.1 Key Market Trends & Opportunity Analysis
    • 10.7.2 Market Size and Forecast, by Region

11: Composite AI Market, by Component

  • 11.1 Market Overview
  • 11.2 Hardware
    • 11.2.1 Key Market Trends & Opportunity Analysis
    • 11.2.2 Market Size and Forecast, by Region
  • 11.3 Software
    • 11.3.1 Key Market Trends & Opportunity Analysis
    • 11.3.2 Market Size and Forecast, by Region
  • 11.4 Services
    • 11.4.1 Key Market Trends & Opportunity Analysis
    • 11.4.2 Market Size and Forecast, by Region
  • 11.5 Others
    • 11.5.1 Key Market Trends & Opportunity Analysis
    • 11.5.2 Market Size and Forecast, by Region

12: Composite AI Market, by Application

  • 12.1 Market Overview
  • 12.2 Healthcare
    • 12.2.1 Key Market Trends & Opportunity Analysis
    • 12.2.2 Market Size and Forecast, by Region
  • 12.3 Finance
    • 12.3.1 Key Market Trends & Opportunity Analysis
    • 12.3.2 Market Size and Forecast, by Region
  • 12.4 Retail
    • 12.4.1 Key Market Trends & Opportunity Analysis
    • 12.4.2 Market Size and Forecast, by Region
  • 12.5 Manufacturing
    • 12.5.1 Key Market Trends & Opportunity Analysis
    • 12.5.2 Market Size and Forecast, by Region
  • 12.6 Transportation
    • 12.6.1 Key Market Trends & Opportunity Analysis
    • 12.6.2 Market Size and Forecast, by Region
  • 12.7 Telecommunications
    • 12.7.1 Key Market Trends & Opportunity Analysis
    • 12.7.2 Market Size and Forecast, by Region
  • 12.8 Energy
    • 12.8.1 Key Market Trends & Opportunity Analysis
    • 12.8.2 Market Size and Forecast, by Region
  • 12.9 Entertainment
    • 12.9.1 Key Market Trends & Opportunity Analysis
    • 12.9.2 Market Size and Forecast, by Region
  • 12.10 Others
    • 12.10.1 Key Market Trends & Opportunity Analysis
    • 12.10.2 Market Size and Forecast, by Region

13: Composite AI Market, by Deployment

  • 13.1 Market Overview
  • 13.2 Cloud
    • 13.2.1 Key Market Trends & Opportunity Analysis
    • 13.2.2 Market Size and Forecast, by Region
  • 13.3 On-premise
    • 13.3.1 Key Market Trends & Opportunity Analysis
    • 13.3.2 Market Size and Forecast, by Region
  • 13.4 Hybrid
    • 13.4.1 Key Market Trends & Opportunity Analysis
    • 13.4.2 Market Size and Forecast, by Region
  • 13.5 Edge
    • 13.5.1 Key Market Trends & Opportunity Analysis
    • 13.5.2 Market Size and Forecast, by Region
  • 13.6 Others
    • 13.6.1 Key Market Trends & Opportunity Analysis
    • 13.6.2 Market Size and Forecast, by Region

14: Composite AI Market, by End User

  • 14.1 Market Overview
  • 14.2 Enterprises
    • 14.2.1 Key Market Trends & Opportunity Analysis
    • 14.2.2 Market Size and Forecast, by Region
  • 14.3 SMEs
    • 14.3.1 Key Market Trends & Opportunity Analysis
    • 14.3.2 Market Size and Forecast, by Region
  • 14.4 Government
    • 14.4.1 Key Market Trends & Opportunity Analysis
    • 14.4.2 Market Size and Forecast, by Region
  • 14.5 Healthcare Providers
    • 14.5.1 Key Market Trends & Opportunity Analysis
    • 14.5.2 Market Size and Forecast, by Region
  • 14.6 Financial Institutions
    • 14.6.1 Key Market Trends & Opportunity Analysis
    • 14.6.2 Market Size and Forecast, by Region
  • 14.7 Retailers
    • 14.7.1 Key Market Trends & Opportunity Analysis
    • 14.7.2 Market Size and Forecast, by Region
  • 14.8 Manufacturers
    • 14.8.1 Key Market Trends & Opportunity Analysis
    • 14.8.2 Market Size and Forecast, by Region
  • 14.9 Others
    • 14.9.1 Key Market Trends & Opportunity Analysis
    • 14.9.2 Market Size and Forecast, by Region

15: Composite AI Market, by Functionality

  • 15.1 Market Overview
  • 15.2 Data Analysis
    • 15.2.1 Key Market Trends & Opportunity Analysis
    • 15.2.2 Market Size and Forecast, by Region
  • 15.3 Automation
    • 15.3.1 Key Market Trends & Opportunity Analysis
    • 15.3.2 Market Size and Forecast, by Region
  • 15.4 Optimization
    • 15.4.1 Key Market Trends & Opportunity Analysis
    • 15.4.2 Market Size and Forecast, by Region
  • 15.5 Decision Support
    • 15.5.1 Key Market Trends & Opportunity Analysis
    • 15.5.2 Market Size and Forecast, by Region
  • 15.6 Others
    • 15.6.1 Key Market Trends & Opportunity Analysis
    • 15.6.2 Market Size and Forecast, by Region

16: Composite AI Market, by Region

  • 16.1 Overview
  • 16.2 North America
    • 16.2.1 Key Market Trends and Opportunities
    • 16.2.2 North America Market Size and Forecast, by Type
    • 16.2.3 North America Market Size and Forecast, by Product
    • 16.2.4 North America Market Size and Forecast, by Services
    • 16.2.5 North America Market Size and Forecast, by Technology
    • 16.2.6 North America Market Size and Forecast, by Component
    • 16.2.7 North America Market Size and Forecast, by Application
    • 16.2.8 North America Market Size and Forecast, by Deployment
    • 16.2.9 North America Market Size and Forecast, by End User
    • 16.2.10 North America Market Size and Forecast, by Functionality
    • 16.2.11 North America Market Size and Forecast, by Country
    • 16.2.12 United States
      • 16.2.9.1 United States Market Size and Forecast, by Type
      • 16.2.9.2 United States Market Size and Forecast, by Product
      • 16.2.9.3 United States Market Size and Forecast, by Services
      • 16.2.9.4 United States Market Size and Forecast, by Technology
      • 16.2.9.5 United States Market Size and Forecast, by Component
      • 16.2.9.6 United States Market Size and Forecast, by Application
      • 16.2.9.7 United States Market Size and Forecast, by Deployment
      • 16.2.9.8 United States Market Size and Forecast, by End User
      • 16.2.9.9 United States Market Size and Forecast, by Functionality
      • 16.2.9.10 Local Competition Analysis
      • 16.2.9.11 Local Market Analysis
    • 16.2.1 Canada
      • 16.2.10.1 Canada Market Size and Forecast, by Type
      • 16.2.10.2 Canada Market Size and Forecast, by Product
      • 16.2.10.3 Canada Market Size and Forecast, by Services
      • 16.2.10.4 Canada Market Size and Forecast, by Technology
      • 16.2.10.5 Canada Market Size and Forecast, by Component
      • 16.2.10.6 Canada Market Size and Forecast, by Application
      • 16.2.10.7 Canada Market Size and Forecast, by Deployment
      • 16.2.10.8 Canada Market Size and Forecast, by End User
      • 16.2.10.9 Canada Market Size and Forecast, by Functionality
      • 16.2.10.10 Local Competition Analysis
      • 16.2.10.11 Local Market Analysis
  • 16.1 Europe
    • 16.3.1 Key Market Trends and Opportunities
    • 16.3.2 Europe Market Size and Forecast, by Type
    • 16.3.3 Europe Market Size and Forecast, by Product
    • 16.3.4 Europe Market Size and Forecast, by Services
    • 16.3.5 Europe Market Size and Forecast, by Technology
    • 16.3.6 Europe Market Size and Forecast, by Component
    • 16.3.7 Europe Market Size and Forecast, by Application
    • 16.3.8 Europe Market Size and Forecast, by Deployment
    • 16.3.9 Europe Market Size and Forecast, by End User
    • 16.3.10 Europe Market Size and Forecast, by Functionality
    • 16.3.11 Europe Market Size and Forecast, by Country
    • 16.3.12 United Kingdom
      • 16.3.9.1 United Kingdom Market Size and Forecast, by Type
      • 16.3.9.2 United Kingdom Market Size and Forecast, by Product
      • 16.3.9.3 United Kingdom Market Size and Forecast, by Services
      • 16.3.9.4 United Kingdom Market Size and Forecast, by Technology
      • 16.3.9.5 United Kingdom Market Size and Forecast, by Component
      • 16.3.9.6 United Kingdom Market Size and Forecast, by Application
      • 16.3.9.7 United Kingdom Market Size and Forecast, by Deployment
      • 16.3.9.8 United Kingdom Market Size and Forecast, by End User
      • 16.3.9.9 United Kingdom Market Size and Forecast, by Functionality
      • 16.3.9.10 Local Competition Analysis
      • 16.3.9.11 Local Market Analysis
    • 16.3.1 Germany
      • 16.3.10.1 Germany Market Size and Forecast, by Type
      • 16.3.10.2 Germany Market Size and Forecast, by Product
      • 16.3.10.3 Germany Market Size and Forecast, by Services
      • 16.3.10.4 Germany Market Size and Forecast, by Technology
      • 16.3.10.5 Germany Market Size and Forecast, by Component
      • 16.3.10.6 Germany Market Size and Forecast, by Application
      • 16.3.10.7 Germany Market Size and Forecast, by Deployment
      • 16.3.10.8 Germany Market Size and Forecast, by End User
      • 16.3.10.9 Germany Market Size and Forecast, by Functionality
      • 16.3.10.10 Local Competition Analysis
      • 16.3.10.11 Local Market Analysis
    • 16.3.1 France
      • 16.3.11.1 France Market Size and Forecast, by Type
      • 16.3.11.2 France Market Size and Forecast, by Product
      • 16.3.11.3 France Market Size and Forecast, by Services
      • 16.3.11.4 France Market Size and Forecast, by Technology
      • 16.3.11.5 France Market Size and Forecast, by Component
      • 16.3.11.6 France Market Size and Forecast, by Application
      • 16.3.11.7 France Market Size and Forecast, by Deployment
      • 16.3.11.8 France Market Size and Forecast, by End User
      • 16.3.11.9 France Market Size and Forecast, by Functionality
      • 16.3.11.10 Local Competition Analysis
      • 16.3.11.11 Local Market Analysis
    • 16.3.1 Spain
      • 16.3.12.1 Spain Market Size and Forecast, by Type
      • 16.3.12.2 Spain Market Size and Forecast, by Product
      • 16.3.12.3 Spain Market Size and Forecast, by Services
      • 16.3.12.4 Spain Market Size and Forecast, by Technology
      • 16.3.12.5 Spain Market Size and Forecast, by Component
      • 16.3.12.6 Spain Market Size and Forecast, by Application
      • 16.3.12.7 Spain Market Size and Forecast, by Deployment
      • 16.3.12.8 Spain Market Size and Forecast, by End User
      • 16.3.12.9 Spain Market Size and Forecast, by Functionality
      • 16.3.12.10 Local Competition Analysis
      • 16.3.12.11 Local Market Analysis
    • 16.3.1 Italy
      • 16.3.13.1 Italy Market Size and Forecast, by Type
      • 16.3.13.2 Italy Market Size and Forecast, by Product
      • 16.3.13.3 Italy Market Size and Forecast, by Services
      • 16.3.13.4 Italy Market Size and Forecast, by Technology
      • 16.3.13.5 Italy Market Size and Forecast, by Component
      • 16.3.13.6 Italy Market Size and Forecast, by Application
      • 16.3.13.7 Italy Market Size and Forecast, by Deployment
      • 16.3.13.8 Italy Market Size and Forecast, by End User
      • 16.3.13.9 Italy Market Size and Forecast, by Functionality
      • 16.3.13.10 Local Competition Analysis
      • 16.3.13.11 Local Market Analysis
    • 16.3.1 Netherlands
      • 16.3.14.1 Netherlands Market Size and Forecast, by Type
      • 16.3.14.2 Netherlands Market Size and Forecast, by Product
      • 16.3.14.3 Netherlands Market Size and Forecast, by Services
      • 16.3.14.4 Netherlands Market Size and Forecast, by Technology
      • 16.3.14.5 Netherlands Market Size and Forecast, by Component
      • 16.3.14.6 Netherlands Market Size and Forecast, by Application
      • 16.3.14.7 Netherlands Market Size and Forecast, by Deployment
      • 16.3.14.8 Netherlands Market Size and Forecast, by End User
      • 16.3.14.9 Netherlands Market Size and Forecast, by Functionality
      • 16.3.14.10 Local Competition Analysis
      • 16.3.14.11 Local Market Analysis
    • 16.3.1 Sweden
      • 16.3.15.1 Sweden Market Size and Forecast, by Type
      • 16.3.15.2 Sweden Market Size and Forecast, by Product
      • 16.3.15.3 Sweden Market Size and Forecast, by Services
      • 16.3.15.4 Sweden Market Size and Forecast, by Technology
      • 16.3.15.5 Sweden Market Size and Forecast, by Component
      • 16.3.15.6 Sweden Market Size and Forecast, by Application
      • 16.3.15.7 Sweden Market Size and Forecast, by Deployment
      • 16.3.15.8 Sweden Market Size and Forecast, by End User
      • 16.3.15.9 Sweden Market Size and Forecast, by Functionality
      • 16.3.15.10 Local Competition Analysis
      • 16.3.15.11 Local Market Analysis
    • 16.3.1 Switzerland
      • 16.3.16.1 Switzerland Market Size and Forecast, by Type
      • 16.3.16.2 Switzerland Market Size and Forecast, by Product
      • 16.3.16.3 Switzerland Market Size and Forecast, by Services
      • 16.3.16.4 Switzerland Market Size and Forecast, by Technology
      • 16.3.16.5 Switzerland Market Size and Forecast, by Component
      • 16.3.16.6 Switzerland Market Size and Forecast, by Application
      • 16.3.16.7 Switzerland Market Size and Forecast, by Deployment
      • 16.3.16.8 Switzerland Market Size and Forecast, by End User
      • 16.3.16.9 Switzerland Market Size and Forecast, by Functionality
      • 16.3.16.10 Local Competition Analysis
      • 16.3.16.11 Local Market Analysis
    • 16.3.1 Denmark
      • 16.3.17.1 Denmark Market Size and Forecast, by Type
      • 16.3.17.2 Denmark Market Size and Forecast, by Product
      • 16.3.17.3 Denmark Market Size and Forecast, by Services
      • 16.3.17.4 Denmark Market Size and Forecast, by Technology
      • 16.3.17.5 Denmark Market Size and Forecast, by Component
      • 16.3.17.6 Denmark Market Size and Forecast, by Application
      • 16.3.17.7 Denmark Market Size and Forecast, by Deployment
      • 16.3.17.8 Denmark Market Size and Forecast, by End User
      • 16.3.17.9 Denmark Market Size and Forecast, by Functionality
      • 16.3.17.10 Local Competition Analysis
      • 16.3.17.11 Local Market Analysis
    • 16.3.1 Finland
      • 16.3.18.1 Finland Market Size and Forecast, by Type
      • 16.3.18.2 Finland Market Size and Forecast, by Product
      • 16.3.18.3 Finland Market Size and Forecast, by Services
      • 16.3.18.4 Finland Market Size and Forecast, by Technology
      • 16.3.18.5 Finland Market Size and Forecast, by Component
      • 16.3.18.6 Finland Market Size and Forecast, by Application
      • 16.3.18.7 Finland Market Size and Forecast, by Deployment
      • 16.3.18.8 Finland Market Size and Forecast, by End User
      • 16.3.18.9 Finland Market Size and Forecast, by Functionality
      • 16.3.18.10 Local Competition Analysis
      • 16.3.18.11 Local Market Analysis
    • 16.3.1 Russia
      • 16.3.19.1 Russia Market Size and Forecast, by Type
      • 16.3.19.2 Russia Market Size and Forecast, by Product
      • 16.3.19.3 Russia Market Size and Forecast, by Services
      • 16.3.19.4 Russia Market Size and Forecast, by Technology
      • 16.3.19.5 Russia Market Size and Forecast, by Component
      • 16.3.19.6 Russia Market Size and Forecast, by Application
      • 16.3.19.7 Russia Market Size and Forecast, by Deployment
      • 16.3.19.8 Russia Market Size and Forecast, by End User
      • 16.3.19.9 Russia Market Size and Forecast, by Functionality
      • 16.3.19.10 Local Competition Analysis
      • 16.3.19.11 Local Market Analysis
    • 16.3.1 Rest of Europe
      • 16.3.20.1 Rest of Europe Market Size and Forecast, by Type
      • 16.3.20.2 Rest of Europe Market Size and Forecast, by Product
      • 16.3.20.3 Rest of Europe Market Size and Forecast, by Services
      • 16.3.20.4 Rest of Europe Market Size and Forecast, by Technology
      • 16.3.20.5 Rest of Europe Market Size and Forecast, by Component
      • 16.3.20.6 Rest of Europe Market Size and Forecast, by Application
      • 16.3.20.7 Rest of Europe Market Size and Forecast, by Deployment
      • 16.3.20.8 Rest of Europe Market Size and Forecast, by End User
      • 16.3.20.9 Rest of Europe Market Size and Forecast, by Functionality
      • 16.3.20.10 Local Competition Analysis
      • 16.3.20.11 Local Market Analysis
  • 16.1 Asia-Pacific
    • 16.4.1 Key Market Trends and Opportunities
    • 16.4.2 Asia-Pacific Market Size and Forecast, by Type
    • 16.4.3 Asia-Pacific Market Size and Forecast, by Product
    • 16.4.4 Asia-Pacific Market Size and Forecast, by Services
    • 16.4.5 Asia-Pacific Market Size and Forecast, by Technology
    • 16.4.6 Asia-Pacific Market Size and Forecast, by Component
    • 16.4.7 Asia-Pacific Market Size and Forecast, by Application
    • 16.4.8 Asia-Pacific Market Size and Forecast, by Deployment
    • 16.4.9 Asia-Pacific Market Size and Forecast, by End User
    • 16.4.10 Asia-Pacific Market Size and Forecast, by Functionality
    • 16.4.11 Asia-Pacific Market Size and Forecast, by Country
    • 16.4.12 China
      • 16.4.9.1 China Market Size and Forecast, by Type
      • 16.4.9.2 China Market Size and Forecast, by Product
      • 16.4.9.3 China Market Size and Forecast, by Services
      • 16.4.9.4 China Market Size and Forecast, by Technology
      • 16.4.9.5 China Market Size and Forecast, by Component
      • 16.4.9.6 China Market Size and Forecast, by Application
      • 16.4.9.7 China Market Size and Forecast, by Deployment
      • 16.4.9.8 China Market Size and Forecast, by End User
      • 16.4.9.9 China Market Size and Forecast, by Functionality
      • 16.4.9.10 Local Competition Analysis
      • 16.4.9.11 Local Market Analysis
    • 16.4.1 India
      • 16.4.10.1 India Market Size and Forecast, by Type
      • 16.4.10.2 India Market Size and Forecast, by Product
      • 16.4.10.3 India Market Size and Forecast, by Services
      • 16.4.10.4 India Market Size and Forecast, by Technology
      • 16.4.10.5 India Market Size and Forecast, by Component
      • 16.4.10.6 India Market Size and Forecast, by Application
      • 16.4.10.7 India Market Size and Forecast, by Deployment
      • 16.4.10.8 India Market Size and Forecast, by End User
      • 16.4.10.9 India Market Size and Forecast, by Functionality
      • 16.4.10.10 Local Competition Analysis
      • 16.4.10.11 Local Market Analysis
    • 16.4.1 Japan
      • 16.4.11.1 Japan Market Size and Forecast, by Type
      • 16.4.11.2 Japan Market Size and Forecast, by Product
      • 16.4.11.3 Japan Market Size and Forecast, by Services
      • 16.4.11.4 Japan Market Size and Forecast, by Technology
      • 16.4.11.5 Japan Market Size and Forecast, by Component
      • 16.4.11.6 Japan Market Size and Forecast, by Application
      • 16.4.11.7 Japan Market Size and Forecast, by Deployment
      • 16.4.11.8 Japan Market Size and Forecast, by End User
      • 16.4.11.9 Japan Market Size and Forecast, by Functionality
      • 16.4.11.10 Local Competition Analysis
      • 16.4.11.11 Local Market Analysis
    • 16.4.1 South Korea
      • 16.4.12.1 South Korea Market Size and Forecast, by Type
      • 16.4.12.2 South Korea Market Size and Forecast, by Product
      • 16.4.12.3 South Korea Market Size and Forecast, by Services
      • 16.4.12.4 South Korea Market Size and Forecast, by Technology
      • 16.4.12.5 South Korea Market Size and Forecast, by Component
      • 16.4.12.6 South Korea Market Size and Forecast, by Application
      • 16.4.12.7 South Korea Market Size and Forecast, by Deployment
      • 16.4.12.8 South Korea Market Size and Forecast, by End User
      • 16.4.12.9 South Korea Market Size and Forecast, by Functionality
      • 16.4.12.10 Local Competition Analysis
      • 16.4.12.11 Local Market Analysis
    • 16.4.1 Australia
      • 16.4.13.1 Australia Market Size and Forecast, by Type
      • 16.4.13.2 Australia Market Size and Forecast, by Product
      • 16.4.13.3 Australia Market Size and Forecast, by Services
      • 16.4.13.4 Australia Market Size and Forecast, by Technology
      • 16.4.13.5 Australia Market Size and Forecast, by Component
      • 16.4.13.6 Australia Market Size and Forecast, by Application
      • 16.4.13.7 Australia Market Size and Forecast, by Deployment
      • 16.4.13.8 Australia Market Size and Forecast, by End User
      • 16.4.13.9 Australia Market Size and Forecast, by Functionality
      • 16.4.13.10 Local Competition Analysis
      • 16.4.13.11 Local Market Analysis
    • 16.4.1 Singapore
      • 16.4.14.1 Singapore Market Size and Forecast, by Type
      • 16.4.14.2 Singapore Market Size and Forecast, by Product
      • 16.4.14.3 Singapore Market Size and Forecast, by Services
      • 16.4.14.4 Singapore Market Size and Forecast, by Technology
      • 16.4.14.5 Singapore Market Size and Forecast, by Component
      • 16.4.14.6 Singapore Market Size and Forecast, by Application
      • 16.4.14.7 Singapore Market Size and Forecast, by Deployment
      • 16.4.14.8 Singapore Market Size and Forecast, by End User
      • 16.4.14.9 Singapore Market Size and Forecast, by Functionality
      • 16.4.14.10 Local Competition Analysis
      • 16.4.14.11 Local Market Analysis
    • 16.4.1 Indonesia
      • 16.4.15.1 Indonesia Market Size and Forecast, by Type
      • 16.4.15.2 Indonesia Market Size and Forecast, by Product
      • 16.4.15.3 Indonesia Market Size and Forecast, by Services
      • 16.4.15.4 Indonesia Market Size and Forecast, by Technology
      • 16.4.15.5 Indonesia Market Size and Forecast, by Component
      • 16.4.15.6 Indonesia Market Size and Forecast, by Application
      • 16.4.15.7 Indonesia Market Size and Forecast, by Deployment
      • 16.4.15.8 Indonesia Market Size and Forecast, by End User
      • 16.4.15.9 Indonesia Market Size and Forecast, by Functionality
      • 16.4.15.10 Local Competition Analysis
      • 16.4.15.11 Local Market Analysis
    • 16.4.1 Taiwan
      • 16.4.16.1 Taiwan Market Size and Forecast, by Type
      • 16.4.16.2 Taiwan Market Size and Forecast, by Product
      • 16.4.16.3 Taiwan Market Size and Forecast, by Services
      • 16.4.16.4 Taiwan Market Size and Forecast, by Technology
      • 16.4.16.5 Taiwan Market Size and Forecast, by Component
      • 16.4.16.6 Taiwan Market Size and Forecast, by Application
      • 16.4.16.7 Taiwan Market Size and Forecast, by Deployment
      • 16.4.16.8 Taiwan Market Size and Forecast, by End User
      • 16.4.16.9 Taiwan Market Size and Forecast, by Functionality
      • 16.4.16.10 Local Competition Analysis
      • 16.4.16.11 Local Market Analysis
    • 16.4.1 Malaysia
      • 16.4.17.1 Malaysia Market Size and Forecast, by Type
      • 16.4.17.2 Malaysia Market Size and Forecast, by Product
      • 16.4.17.3 Malaysia Market Size and Forecast, by Services
      • 16.4.17.4 Malaysia Market Size and Forecast, by Technology
      • 16.4.17.5 Malaysia Market Size and Forecast, by Component
      • 16.4.17.6 Malaysia Market Size and Forecast, by Application
      • 16.4.17.7 Malaysia Market Size and Forecast, by Deployment
      • 16.4.17.8 Malaysia Market Size and Forecast, by End User
      • 16.4.17.9 Malaysia Market Size and Forecast, by Functionality
      • 16.4.17.10 Local Competition Analysis
      • 16.4.17.11 Local Market Analysis
    • 16.4.1 Rest of Asia-Pacific
      • 16.4.18.1 Rest of Asia-Pacific Market Size and Forecast, by Type
      • 16.4.18.2 Rest of Asia-Pacific Market Size and Forecast, by Product
      • 16.4.18.3 Rest of Asia-Pacific Market Size and Forecast, by Services
      • 16.4.18.4 Rest of Asia-Pacific Market Size and Forecast, by Technology
      • 16.4.18.5 Rest of Asia-Pacific Market Size and Forecast, by Component
      • 16.4.18.6 Rest of Asia-Pacific Market Size and Forecast, by Application
      • 16.4.18.7 Rest of Asia-Pacific Market Size and Forecast, by Deployment
      • 16.4.18.8 Rest of Asia-Pacific Market Size and Forecast, by End User
      • 16.4.18.9 Rest of Asia-Pacific Market Size and Forecast, by Functionality
      • 16.4.18.10 Local Competition Analysis
      • 16.4.18.11 Local Market Analysis
  • 16.1 Latin America
    • 16.5.1 Key Market Trends and Opportunities
    • 16.5.2 Latin America Market Size and Forecast, by Type
    • 16.5.3 Latin America Market Size and Forecast, by Product
    • 16.5.4 Latin America Market Size and Forecast, by Services
    • 16.5.5 Latin America Market Size and Forecast, by Technology
    • 16.5.6 Latin America Market Size and Forecast, by Component
    • 16.5.7 Latin America Market Size and Forecast, by Application
    • 16.5.8 Latin America Market Size and Forecast, by Deployment
    • 16.5.9 Latin America Market Size and Forecast, by End User
    • 16.5.10 Latin America Market Size and Forecast, by Functionality
    • 16.5.11 Latin America Market Size and Forecast, by Country
    • 16.5.12 Brazil
      • 16.5.9.1 Brazil Market Size and Forecast, by Type
      • 16.5.9.2 Brazil Market Size and Forecast, by Product
      • 16.5.9.3 Brazil Market Size and Forecast, by Services
      • 16.5.9.4 Brazil Market Size and Forecast, by Technology
      • 16.5.9.5 Brazil Market Size and Forecast, by Component
      • 16.5.9.6 Brazil Market Size and Forecast, by Application
      • 16.5.9.7 Brazil Market Size and Forecast, by Deployment
      • 16.5.9.8 Brazil Market Size and Forecast, by End User
      • 16.5.9.9 Brazil Market Size and Forecast, by Functionality
      • 16.5.9.10 Local Competition Analysis
      • 16.5.9.11 Local Market Analysis
    • 16.5.1 Mexico
      • 16.5.10.1 Mexico Market Size and Forecast, by Type
      • 16.5.10.2 Mexico Market Size and Forecast, by Product
      • 16.5.10.3 Mexico Market Size and Forecast, by Services
      • 16.5.10.4 Mexico Market Size and Forecast, by Technology
      • 16.5.10.5 Mexico Market Size and Forecast, by Component
      • 16.5.10.6 Mexico Market Size and Forecast, by Application
      • 16.5.10.7 Mexico Market Size and Forecast, by Deployment
      • 16.5.10.8 Mexico Market Size and Forecast, by End User
      • 16.5.10.9 Mexico Market Size and Forecast, by Functionality
      • 16.5.10.10 Local Competition Analysis
      • 16.5.10.11 Local Market Analysis
    • 16.5.1 Argentina
      • 16.5.11.1 Argentina Market Size and Forecast, by Type
      • 16.5.11.2 Argentina Market Size and Forecast, by Product
      • 16.5.11.3 Argentina Market Size and Forecast, by Services
      • 16.5.11.4 Argentina Market Size and Forecast, by Technology
      • 16.5.11.5 Argentina Market Size and Forecast, by Component
      • 16.5.11.6 Argentina Market Size and Forecast, by Application
      • 16.5.11.7 Argentina Market Size and Forecast, by Deployment
      • 16.5.11.8 Argentina Market Size and Forecast, by End User
      • 16.5.11.9 Argentina Market Size and Forecast, by Functionality
      • 16.5.11.10 Local Competition Analysis
      • 16.5.11.11 Local Market Analysis
    • 16.5.1 Rest of Latin America
      • 16.5.12.1 Rest of Latin America Market Size and Forecast, by Type
      • 16.5.12.2 Rest of Latin America Market Size and Forecast, by Product
      • 16.5.12.3 Rest of Latin America Market Size and Forecast, by Services
      • 16.5.12.4 Rest of Latin America Market Size and Forecast, by Technology
      • 16.5.12.5 Rest of Latin America Market Size and Forecast, by Component
      • 16.5.12.6 Rest of Latin America Market Size and Forecast, by Application
      • 16.5.12.7 Rest of Latin America Market Size and Forecast, by Deployment
      • 16.5.12.8 Rest of Latin America Market Size and Forecast, by End User
      • 16.5.12.9 Rest of Latin America Market Size and Forecast, by Functionality
      • 16.5.12.10 Local Competition Analysis
      • 16.5.12.11 Local Market Analysis
  • 16.1 Middle East and Africa
    • 16.6.1 Key Market Trends and Opportunities
    • 16.6.2 Middle East and Africa Market Size and Forecast, by Type
    • 16.6.3 Middle East and Africa Market Size and Forecast, by Product
    • 16.6.4 Middle East and Africa Market Size and Forecast, by Services
    • 16.6.5 Middle East and Africa Market Size and Forecast, by Technology
    • 16.6.6 Middle East and Africa Market Size and Forecast, by Component
    • 16.6.7 Middle East and Africa Market Size and Forecast, by Application
    • 16.6.8 Middle East and Africa Market Size and Forecast, by Deployment
    • 16.6.9 Middle East and Africa Market Size and Forecast, by End User
    • 16.6.10 Middle East and Africa Market Size and Forecast, by Functionality
    • 16.6.11 Middle East and Africa Market Size and Forecast, by Country
    • 16.6.12 Saudi Arabia
      • 16.6.9.1 Saudi Arabia Market Size and Forecast, by Type
      • 16.6.9.2 Saudi Arabia Market Size and Forecast, by Product
      • 16.6.9.3 Saudi Arabia Market Size and Forecast, by Services
      • 16.6.9.4 Saudi Arabia Market Size and Forecast, by Technology
      • 16.6.9.5 Saudi Arabia Market Size and Forecast, by Component
      • 16.6.9.6 Saudi Arabia Market Size and Forecast, by Application
      • 16.6.9.7 Saudi Arabia Market Size and Forecast, by Deployment
      • 16.6.9.8 Saudi Arabia Market Size and Forecast, by End User
      • 16.6.9.9 Saudi Arabia Market Size and Forecast, by Functionality
      • 16.6.9.10 Local Competition Analysis
      • 16.6.9.11 Local Market Analysis
    • 16.6.1 UAE
      • 16.6.10.1 UAE Market Size and Forecast, by Type
      • 16.6.10.2 UAE Market Size and Forecast, by Product
      • 16.6.10.3 UAE Market Size and Forecast, by Services
      • 16.6.10.4 UAE Market Size and Forecast, by Technology
      • 16.6.10.5 UAE Market Size and Forecast, by Component
      • 16.6.10.6 UAE Market Size and Forecast, by Application
      • 16.6.10.7 UAE Market Size and Forecast, by Deployment
      • 16.6.10.8 UAE Market Size and Forecast, by End User
      • 16.6.10.9 UAE Market Size and Forecast, by Functionality
      • 16.6.10.10 Local Competition Analysis
      • 16.6.10.11 Local Market Analysis
    • 16.6.1 South Africa
      • 16.6.11.1 South Africa Market Size and Forecast, by Type
      • 16.6.11.2 South Africa Market Size and Forecast, by Product
      • 16.6.11.3 South Africa Market Size and Forecast, by Services
      • 16.6.11.4 South Africa Market Size and Forecast, by Technology
      • 16.6.11.5 South Africa Market Size and Forecast, by Component
      • 16.6.11.6 South Africa Market Size and Forecast, by Application
      • 16.6.11.7 South Africa Market Size and Forecast, by Deployment
      • 16.6.11.8 South Africa Market Size and Forecast, by End User
      • 16.6.11.9 South Africa Market Size and Forecast, by Functionality
      • 16.6.11.10 Local Competition Analysis
      • 16.6.11.11 Local Market Analysis
    • 16.6.1 Rest of MEA
      • 16.6.12.1 Rest of MEA Market Size and Forecast, by Type
      • 16.6.12.2 Rest of MEA Market Size and Forecast, by Product
      • 16.6.12.3 Rest of MEA Market Size and Forecast, by Services
      • 16.6.12.4 Rest of MEA Market Size and Forecast, by Technology
      • 16.6.12.5 Rest of MEA Market Size and Forecast, by Component
      • 16.6.12.6 Rest of MEA Market Size and Forecast, by Application
      • 16.6.12.7 Rest of MEA Market Size and Forecast, by Deployment
      • 16.6.12.8 Rest of MEA Market Size and Forecast, by End User
      • 16.6.12.9 Rest of MEA Market Size and Forecast, by Functionality
      • 16.6.12.10 Local Competition Analysis
      • 16.6.12.11 Local Market Analysis

17: Competitive Landscape

  • 17.1 Overview
  • 17.2 Market Share Analysis
  • 17.3 Key Player Positioning
  • 17.4 Competitive Leadership Mapping
    • 17.4.1 Star Players
    • 17.4.2 Innovators
    • 17.4.3 Emerging Players
  • 17.5 Vendor Benchmarking
  • 17.6 Developmental Strategy Benchmarking
    • 17.6.1 New Product Developments
    • 17.6.2 Product Launches
    • 17.6.3 Business Expansions
    • 17.6.4 Partnerships, Joint Ventures, and Collaborations
    • 17.6.5 Mergers and Acquisitions

18: Company Profiles

  • 18.1 C3 AI
    • 18.1.1 Company Overview
    • 18.1.2 Company Snapshot
    • 18.1.3 Business Segments
    • 18.1.4 Business Performance
    • 18.1.5 Product Offerings
    • 18.1.6 Key Developmental Strategies
    • 18.1.7 SWOT Analysis
  • 18.2 DataRobot
    • 18.2.1 Company Overview
    • 18.2.2 Company Snapshot
    • 18.2.3 Business Segments
    • 18.2.4 Business Performance
    • 18.2.5 Product Offerings
    • 18.2.6 Key Developmental Strategies
    • 18.2.7 SWOT Analysis
  • 18.3 H2O.ai
    • 18.3.1 Company Overview
    • 18.3.2 Company Snapshot
    • 18.3.3 Business Segments
    • 18.3.4 Business Performance
    • 18.3.5 Product Offerings
    • 18.3.6 Key Developmental Strategies
    • 18.3.7 SWOT Analysis
  • 18.4 Ayasdi
    • 18.4.1 Company Overview
    • 18.4.2 Company Snapshot
    • 18.4.3 Business Segments
    • 18.4.4 Business Performance
    • 18.4.5 Product Offerings
    • 18.4.6 Key Developmental Strategies
    • 18.4.7 SWOT Analysis
  • 18.5 SAS Institute
    • 18.5.1 Company Overview
    • 18.5.2 Company Snapshot
    • 18.5.3 Business Segments
    • 18.5.4 Business Performance
    • 18.5.5 Product Offerings
    • 18.5.6 Key Developmental Strategies
    • 18.5.7 SWOT Analysis
  • 18.6 BigML
    • 18.6.1 Company Overview
    • 18.6.2 Company Snapshot
    • 18.6.3 Business Segments
    • 18.6.4 Business Performance
    • 18.6.5 Product Offerings
    • 18.6.6 Key Developmental Strategies
    • 18.6.7 SWOT Analysis
  • 18.7 CognitiveScale
    • 18.7.1 Company Overview
    • 18.7.2 Company Snapshot
    • 18.7.3 Business Segments
    • 18.7.4 Business Performance
    • 18.7.5 Product Offerings
    • 18.7.6 Key Developmental Strategies
    • 18.7.7 SWOT Analysis
  • 18.8 Squirro
    • 18.8.1 Company Overview
    • 18.8.2 Company Snapshot
    • 18.8.3 Business Segments
    • 18.8.4 Business Performance
    • 18.8.5 Product Offerings
    • 18.8.6 Key Developmental Strategies
    • 18.8.7 SWOT Analysis
  • 18.9 Absolutdata
    • 18.9.1 Company Overview
    • 18.9.2 Company Snapshot
    • 18.9.3 Business Segments
    • 18.9.4 Business Performance
    • 18.9.5 Product Offerings
    • 18.9.6 Key Developmental Strategies
    • 18.9.7 SWOT Analysis
  • 18.10 Aible
    • 18.10.1 Company Overview
    • 18.10.2 Company Snapshot
    • 18.10.3 Business Segments
    • 18.10.4 Business Performance
    • 18.10.5 Product Offerings
    • 18.10.6 Key Developmental Strategies
    • 18.10.7 SWOT Analysis
  • 18.11 Beyond Limits
    • 18.11.1 Company Overview
    • 18.11.2 Company Snapshot
    • 18.11.3 Business Segments
    • 18.11.4 Business Performance
    • 18.11.5 Product Offerings
    • 18.11.6 Key Developmental Strategies
    • 18.11.7 SWOT Analysis
  • 18.12 Petuum
    • 18.12.1 Company Overview
    • 18.12.2 Company Snapshot
    • 18.12.3 Business Segments
    • 18.12.4 Business Performance
    • 18.12.5 Product Offerings
    • 18.12.6 Key Developmental Strategies
    • 18.12.7 SWOT Analysis
  • 18.13 SparkCognition
    • 18.13.1 Company Overview
    • 18.13.2 Company Snapshot
    • 18.13.3 Business Segments
    • 18.13.4 Business Performance
    • 18.13.5 Product Offerings
    • 18.13.6 Key Developmental Strategies
    • 18.13.7 SWOT Analysis
  • 18.14 Element AI
    • 18.14.1 Company Overview
    • 18.14.2 Company Snapshot
    • 18.14.3 Business Segments
    • 18.14.4 Business Performance
    • 18.14.5 Product Offerings
    • 18.14.6 Key Developmental Strategies
    • 18.14.7 SWOT Analysis
  • 18.15 Peltarion
    • 18.15.1 Company Overview
    • 18.15.2 Company Snapshot
    • 18.15.3 Business Segments
    • 18.15.4 Business Performance
    • 18.15.5 Product Offerings
    • 18.15.6 Key Developmental Strategies
    • 18.15.7 SWOT Analysis
  • 18.16 Seldon
    • 18.16.1 Company Overview
    • 18.16.2 Company Snapshot
    • 18.16.3 Business Segments
    • 18.16.4 Business Performance
    • 18.16.5 Product Offerings
    • 18.16.6 Key Developmental Strategies
    • 18.16.7 SWOT Analysis
  • 18.17 Falkonry
    • 18.17.1 Company Overview
    • 18.17.2 Company Snapshot
    • 18.17.3 Business Segments
    • 18.17.4 Business Performance
    • 18.17.5 Product Offerings
    • 18.17.6 Key Developmental Strategies
    • 18.17.7 SWOT Analysis
  • 18.18 Sentient Technologies
    • 18.18.1 Company Overview
    • 18.18.2 Company Snapshot
    • 18.18.3 Business Segments
    • 18.18.4 Business Performance
    • 18.18.5 Product Offerings
    • 18.18.6 Key Developmental Strategies
    • 18.18.7 SWOT Analysis
  • 18.19 CognitiveScale
    • 18.19.1 Company Overview
    • 18.19.2 Company Snapshot
    • 18.19.3 Business Segments
    • 18.19.4 Business Performance
    • 18.19.5 Product Offerings
    • 18.19.6 Key Developmental Strategies
    • 18.19.7 SWOT Analysis
  • 18.20 Fractal Analytics
    • 18.20.1 Company Overview
    • 18.20.2 Company Snapshot
    • 18.20.3 Business Segments
    • 18.20.4 Business Performance
    • 18.20.5 Product Offerings
    • 18.20.6 Key Developmental Strategies
    • 18.20.7 SWOT Analysis
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