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市场调查报告书
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1806139

人工智慧市场（按组件、技术、最终用户、部署模型和组织规模）—2025-2030 年全球预测

Artificial Intelligence Market by Component, Technology, End-Use, Deployment Model, Organization Size - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 184 Pages | 商品交期: 最快1-2个工作天内

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预计2024年人工智慧市场规模将达到2,158.8亿美元，2025年将成长至2,681.5亿美元，复合年增长率为24.91%，到2030年将达到8,201.5亿美元。

主要市场统计数据
基准年2024年 2158.8亿美元
预计2025年 2681.5亿美元
预测年份 2030 8201.5亿美元
复合年增长率（%） 24.91%

释放人工智慧的变革潜力，重新定义全球产业，推动永续竞争优势

无所不在的人工智慧正在重新定义企业对价值创造和竞争差异化的理解。随着先进演算法渗透到业务的各个方面，从客户参与到产品创新，整合人工智慧能力的需求空前高涨。各行各业的组织都在建构资料生态系统和机器学习管道，不仅为了简化日常任务，更是为了发掘先前被资讯复杂性所掩盖的策略洞察。

引领关键的技术与伦理变革，重塑人工智慧生态系统，催化跨产业创新新典范

随着生成模型和即时推理能力的颠覆性突破重塑技术架构和商业模式，人工智慧生态系统正在经历重大变革。边缘运算透过允许推理在更靠近资料来源的地方进行，已成为降低关键任务应用程式延迟的强大推动力。同时，人工智慧工具的普及化使更多开发者和专家能够贡献新颖的解决方案，而无需在资料科学拥有深厚的专业经验。

美国新关税政策对AI硬体供应链的深远影响及评估2025年及以后的相关人员策略

2025年，针对半导体进口和高效能运算设备的新关税将波及整个人工智慧供应链，迫使企业重新思考其采购和成本结构。图形处理器和专用积体电路等关键元件将面临更高的关税，这将对采购预算带来上行压力，并迫使企业重新评估总拥有成本（TCO）。虽然这些课税旨在增强国内製造能力，但它们也损害了与关键海外供应商的关係，导致前置作业时间波动和库存计划复杂化。

透过多面向细分加深理解，揭示组件技术最终用途部署和组织动态

透过多角度细緻检验人工智慧产业的动态，可以发现组件分类、技术专长、最终用途、部署偏好和组织规模如何共同塑造采用模式。从组件来看，硬体体现在专用积体电路、中央处理器、边缘设备和图形处理单元 (GPU) 等组件中，每个组件在加速和推理方面都发挥着独特的作用。与这些实体资产相辅相成的是从策略咨询专案到系统整合计划再到持续支援和维护合约等各种服务，而软体生态系统则包括全面的人工智慧平台和专为模型开发和部署而设计的专用人工智慧软体工具。

确定美洲、中东和非洲以及亚太市场在人工智慧采用和创新方面的区域差异

检验区域差异，可以发现三大区域在人工智慧应用、创新生态系统和政策框架方面呈现不同的发展轨迹。在美洲，公私合作正在推动高阶分析技术在金融、医疗保健和零售领域的快速整合，这得益于强劲的创业投资活动和作为人才库的学术研究机构。这种充满活力的环境催生了广泛的Start-Ups文化，推动了概念验证和全部区域倡议，以规范资料管治实践。

剖析人工智慧领域的领先创新者和策略合作，以实现前所未有的成长和差异化

一项针对主要企业的调查显示，科技公司、研究机构和敏捷的新参与企业正在共同推动人工智慧创新。领先的晶片製造商正在大力投资下一代处理架构，以提高吞吐量和能源效率；而云端服务供应商则持续扩展其託管人工智慧服务和预训练模型的产品组合。软体公司则透过提供特定领域的产品来实现差异化，将垂直领域的专业知识直接嵌入其针对金融、医疗保健和工业IoT使用案例的开发框架中。

实施策略议程，加强组织人工智慧能力，促进永续创新，并缓解新兴市场的挑战

寻求利用人工智慧进步的产业领导者必须先建立清晰的管治结构，将伦理考量和资料管理融入模型生命週期的每个阶段。组成由领域专家、资料科学家和合规官组成的跨职能团队，可以帮助人工智慧倡议平衡创新与责任制。同时，投资持续的技能提升计画和人才保留策略，可以弥补持续存在的技能差距，并培养内部专业技能。

一个强大的研究框架将定性见解与严格的数据检验相结合，从而产生可靠、可操作的发现

支撑本分析的研究基于多阶段方法，该方法将对领先企业高管、专家和技术提供者的初步研究与全面的二手资料研究相结合，包括同行评审的学术期刊、会议论文集和监管出版物。资料检验采用三角测量技术，即将定性洞察与公开的案例研究和绩效基准进行交叉比对。

整合关键发现，提供对人工智慧应用现状和轨蹟的统一观点

本执行摘要揭示了塑造人工智慧未来的关键力量——从变革性的技术转变和关税主导的供应链重组到细微的细分模式和区域采用差异——并强调了行业巨头、合作联盟和专业创新者之间的战略相互作用，这些相互作用正在共同推动生态系统向前发展，同时强调了组织復原力和增长的可行必要事项。

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章 市场概述

第五章市场动态

  • 人工智慧研究投入的增加推动了机器学习演算法的创新
  • 扩展医疗保健领域的人工智慧应用，以改善诊断和患者照护
  • 人工智慧在优化供应链管理和降低营运成本中的作用
  • 人工智慧对自动驾驶技术和道路安全的贡献
  • 人工智慧在网路安全领域的出现将增强威胁侦测和回应能力
  • 人工智慧主导的个人化改变了行销和客户参与策略
  • 自然语言处理的进步将使更复杂的虚拟助理成为可能
  • 深化人工智慧与物联网集成，实现更智慧的自动化
  • 生成式人工智慧的兴起将改变内容製作与创作过程
  • 各行各业加速采用人工智慧以提高效率和创新

第六章 市场洞察

  • 波特五力分析
  • PESTEL分析

第七章 2025年美国关税的累积影响

第 8 章人工智慧市场（按组件）

  • 硬体
    • 专用积体电路
    • 中央处理单元
    • 边缘设备
    • 图形处理单元
  • 服务
    • 咨询
    • 一体化
    • 支援和维护
  • 软体
    • 人工智慧平台
    • 人工智慧软体工具

第九章：人工智慧市场（按技术）

  • 电脑视觉
    • 脸部辨识
    • 影像识别
    • 影片分析
  • 深度学习
    • 卷积类神经网路
    • 生成对抗网络
    • 循环神经网络
  • 机器学习
    • 强化学习
    • 监督学习
    • 无监督学习
  • 自然语言处理
    • 对话式人工智慧
    • 语音辨识
    • 文字分析
  • 机器人流程自动化

第十章人工智慧市场（按最终用途）

  • 农业
    • 作物监测
    • 精密农业
  • 车
    • 驾驶员辅助系统
    • 预测性维护
    • 车辆分析
  • 银行、金融服务和保险
    • 演算法交易
    • 信用评分
    • 风险管理
  • 能源与公共产业
    • 能源预测
    • 智慧电网管理
  • 政府和国防
    • 网路安全
    • 监控
  • 卫生保健
    • 药物研发
    • 医院管理系统
    • 医学影像
    • 远端医疗
  • 製造业
    • 预测性维护
    • 品管
  • 零售
    • 客户个性化
    • 诈欺侦测
    • 库存管理

第 11 章人工智慧市场（按部署模式）

  • 云端基础
  • 本地

第 12 章人工智慧市场（按组织规模）

  • 大公司
  • 小型企业

第 13 章：美洲人工智慧市场

  • 美国
  • 加拿大
  • 墨西哥
  • 巴西
  • 阿根廷

第十四章 欧洲、中东和非洲的人工智慧市场

  • 英国
  • 德国
  • 法国
  • 俄罗斯
  • 义大利
  • 西班牙
  • 阿拉伯聯合大公国
  • 沙乌地阿拉伯
  • 南非
  • 丹麦
  • 荷兰
  • 卡达
  • 芬兰
  • 瑞典
  • 奈及利亚
  • 埃及
  • 土耳其
  • 以色列
  • 挪威
  • 波兰
  • 瑞士

第十五章：亚太地区人工智慧市场

  • 中国
  • 印度
  • 日本
  • 澳洲
  • 韩国
  • 印尼
  • 泰国
  • 菲律宾
  • 马来西亚
  • 新加坡
  • 越南
  • 台湾

第十六章竞争格局

  • 2024年市场占有率分析
  • 2024年FPNV定位矩阵
  • 竞争分析
    • Accenture PLC
    • Adobe Inc.
    • Alibaba Group Holding Limited
    • Altron Limited
    • Amazon Web Services, Inc.
    • Autodesk, Inc.
    • Baidu, Inc.
    • Business Connexion（Pty）Ltd. by Telkom Group
    • C3.ai, Inc.
    • CLEVVA Pty. Ltd.
    • Cortex Logic
    • Databricks, Inc.
    • DataProphet Proprietary Limited
    • Dimension Data Holdings PLC by NTT DATA Corporation
    • General Electric Company
    • Google LLC by Alphabet Inc.
    • H2O.ai, Inc.
    • Infosys Limited
    • Intel Corporation
    • International Business Machines Corporation
    • Microsoft Corporation
    • NVIDIA Corporation
    • OpenAI OpCo, LLC
    • Oracle Corporation
    • Palantir Technologies Inc.
    • Qualcomm Inc.
    • Robert Bosch GmbH
    • Salesforce Inc.
    • SAP SE
    • SAS Institute Inc.
    • ServiceNow, Inc.
    • Splunk Inc. by Cisco Systems Inc.
    • Tencent Holdings Ltd.
    • UiPath, Inc.

第十七章 研究人工智慧

第十八章 研究统计

第十九章 研究联络人

第二十章 研究报导

第21章 附录

Product Code: MRR-4358917D637C

The Artificial Intelligence Market was valued at USD 215.88 billion in 2024 and is projected to grow to USD 268.15 billion in 2025, with a CAGR of 24.91%, reaching USD 820.15 billion by 2030.

KEY MARKET STATISTICS
Base Year [2024] USD 215.88 billion
Estimated Year [2025] USD 268.15 billion
Forecast Year [2030] USD 820.15 billion
CAGR (%) 24.91%

Unveiling the Transformative Potential of Artificial Intelligence to Redefine Global Industries and Drive Sustainable Competitive Advantages

The dawn of ubiquitous artificial intelligence is redefining how enterprises conceive value creation and competitive differentiation. As advanced algorithms permeate every facet of operations, from customer engagement to product innovation, the imperative to integrate AI capabilities has never been more pronounced. Organizations across industries are architecting data ecosystems and machine learning pipelines that not only streamline routine tasks but also surface strategic insights previously obscured by information complexity.

Moreover, the confluence of progress in computational power, algorithmic sophistication and data availability has catalyzed a tipping point in AI adoption. This synergy is accelerating the shift from proof-of-concept experiments to enterprise-wide deployments, driving a wave of productivity gains and novel business models. Nonetheless, the trajectory of this transformation is navigated against a backdrop of ethical considerations, regulatory scrutiny and evolving stakeholder expectations. Consequently, executives are tasked with balancing innovation velocity against governance frameworks that safeguard fairness, transparency and security.

In this context, a nuanced understanding of the AI landscape is essential for crafting robust strategies that harness emerging opportunities while mitigating systemic risks. This executive summary distills critical shifts, policy impacts, segmentation insights and regional nuances to provide a comprehensive foundation for decision-makers ready to chart their course through the evolving world of artificial intelligence.

Navigating Pivotal Technological and Ethical Inflections That Are Reshaping the AI Ecosystem and Catalyzing New Paradigms of Innovation Across Sectors

The artificial intelligence ecosystem is undergoing profound inflection, as disruptive breakthroughs in generative models and real-time inference capabilities reshape both technical architectures and business paradigms. Edge computing has emerged as a powerful enabler, allowing inference to occur closer to data sources and reducing latency for mission-critical applications. At the same time, the democratization of AI tools is empowering a broader cohort of developers and domain experts to contribute novel solutions without deep specialization in data science.

Parallel to these technological shifts, the global policy climate is evolving, with governments introducing frameworks for responsible AI development, data privacy safeguards and antitrust oversight. Ethical AI principles are migrating from aspirational guidelines to codified regulations, prompting organizations to embed fairness and accountability across model lifecycles. Amid these dynamics, the convergence of AI with adjacent technologies such as Internet of Things and blockchain further amplifies the potential for cross-sectoral innovation.

Consequently, businesses are recalibrating their investment priorities, focusing on scalable platforms that support rapid experimentation and continuous model improvement. Strategic partnerships between technology vendors, academic institutions and industry consortia are proliferating, accelerating knowledge exchange and establishing best practices. This era of collaborative evolution is laying the groundwork for AI's transition from a niche capability to a foundational element of enterprise strategy.

Assessing the Far-Reaching Repercussions of New US Tariff Policies on AI Hardware Supply Chains and Stakeholder Strategies in 2025 and Beyond

In 2025, new tariff measures imposed on semiconductor imports and high-performance computing equipment are reverberating through the AI supply chain, compelling organizations to reexamine sourcing and cost structures. Key components such as graphics processing units and application-specific integrated circuits are subject to elevated duties, which has introduced upward pressure on procurement budgets and necessitated a reevaluation of total cost of ownership calculations. Although these levies aim to bolster domestic manufacturing capacity, they have also strained relations with critical international suppliers, precipitating lead time variances and inventory planning complexities.

As a result, many companies are accelerating efforts to localize production and diversify supplier networks, forging strategic alliances with regional foundries and contract manufacturers. This reconfiguration supports resilience against policy uncertainty and mitigates exposure to single-source dependencies. Concurrently, organizations are optimizing system architectures to extract greater performance efficiency, deploying custom silicon designs and containerized inference clusters to offset hardware cost inflation.

Looking beyond immediate fiscal impacts, the tariff landscape is spurring investment in workforce training and talent development to cultivate in-house capabilities for chip design and integration. Over time, this shift could recalibrate the competitive dynamics of the global AI industry, with emergent hubs fostering innovation ecosystems that align with national industrial priorities. Ultimately, stakeholders must maintain agility in response to evolving trade policies, balancing regulatory adherence with strategic imperatives for uninterrupted technological advancement.

Deepening Understanding Through Multifaceted Segmentation to Illuminate Component Technology End-Use Deployment and Organizational Dynamics

A granular examination of AI sector dynamics through multiple lenses illuminates how component classification, technological specialization, end-use applications, deployment preferences and organizational scale collectively shape adoption patterns. When observed by component, hardware manifests through application-specific integrated circuits, central processing units, edge devices and graphics processing units, each playing a distinct role in acceleration and inference. Complementing these physical assets, services offerings range from strategic consulting engagements to systems integration projects and ongoing support and maintenance contracts, while software ecosystems encompass comprehensive AI platforms alongside specialized AI software tools designed for model development and deployment.

Turning to technology specialization, the landscape extends beyond core methodologies to encompass computer vision capabilities-such as facial recognition, image recognition and video analytics-alongside deep learning architectures including convolutional neural networks, generative adversarial networks and recurrent neural networks. Machine learning modalities span reinforcement learning, supervised learning and unsupervised learning, and natural language processing capabilities branch into conversational AI, speech recognition and text analytics. Robotic process automation further augments productivity by automating repeatable business processes.

In terms of industry verticals, AI permeates from agriculture applications like crop monitoring and precision farming to automotive domains that feature driver assistance systems, predictive maintenance and vehicle analytics. The banking, financial services and insurance sector leverages algorithmic trading, credit scoring and risk management solutions, while energy and utilities organizations deploy energy forecasting and smart grid management systems. Government and defense entities adopt cybersecurity and surveillance tools, healthcare providers integrate drug discovery pipelines and telemedicine platforms, manufacturing facilities implement predictive maintenance and quality control processes, and retailers enhance customer personalization, fraud detection and inventory management. Deployment models range from cloud-based infrastructures to on-premise installations, and organizational size considerations differ notably between large enterprises and small to medium enterprises, each with unique capability and resource requirements.

Distilling Regional Variations in AI Adoption and Innovation Across the Americas Europe Middle East Africa and Asia-Pacific Markets

Examining regional nuances reveals divergent trajectories in AI adoption, innovation ecosystems and policy frameworks across three primary geographies. In the Americas, public and private sector collaboration has driven rapid integration of advanced analytics in finance, healthcare and retail, supported by robust venture capital activity and academic research institutions that act as talent feeds. This dynamic environment has produced an expansive startup culture, encouraging experimental proofs of concept and region-wide initiatives to standardize data governance practices.

Across Europe, the Middle East and Africa, regulatory harmonization efforts such as comprehensive data protection regulations coexist with targeted national AI strategies aimed at fostering local technology champions. Industrial applications in manufacturing and energy sectors are being prioritized, with cross-border partnerships facilitating knowledge transfer and driving scale. Furthermore, government investments in smart city projects and defense modernization programs underscore a strategic focus on sovereignty and security.

The Asia-Pacific region presents a blend of megacities catalyzing rapid digital transformation in commerce, transportation and healthcare, alongside emerging markets focused on agricultural modernization and resource management. Local enterprises are forging alliances with global technology providers to accelerate cloud adoption and edge deployments, while policy frameworks evolve to balance innovation incentives with societal impact concerns. Taken together, these regional insights underscore the importance of calibrating AI strategies to reflect local drivers, skill availability and regulatory landscapes.

Profiling Leading Innovators and Strategic Collaborations That Are Steering the Artificial Intelligence Arena Toward Unprecedented Growth and Differentiation

A review of leading organizations reveals a constellation of technology companies, research institutions and agile newcomers that are collectively propelling AI innovation forward. Major chip manufacturers are investing heavily in next-generation processing architectures to enhance throughput and power efficiency, while cloud service providers continue to expand their portfolio of managed AI services and pre-trained models. Software firms are differentiating through domain-specific offerings, embedding vertical expertise directly into development frameworks for finance, healthcare and industrial IoT use cases.

At the same time, collaborations between established enterprises and specialized AI startups are accelerating the commercialization of cutting-edge algorithms, enabling rapid validation in controlled environments. Open innovation platforms and industry consortiums are further facilitating shared research initiatives, fostering interoperability standards and reducing duplication of efforts. This cooperative model not only distributes development risk but also cultivates talent ecosystems where skills can be exchanged between academia and industry.

Emerging ventures focused on niche applications are proving instrumental in pushing boundaries-from real-time video analytics for security to AI-enhanced drug discovery platforms. These players often leverage cloud credits and co-development agreements to scale their solutions, subsequently attracting strategic investments from global partners. Collectively, this interplay of incumbents, challengers and collaborators defines the competitive landscape and sets the stage for ongoing differentiation in AI capabilities.

Implementing Strategic Imperatives to Strengthen Organizational AI Capabilities Foster Sustainable Innovation and Mitigate Emerging Market Challenges

Industry leaders seeking to capitalize on AI advancements must first establish a clear governance structure that integrates ethical considerations and data stewardship into every phase of the model lifecycle. Embedding cross-functional teams comprised of domain experts, data scientists and compliance officers will ensure that AI initiatives balance innovation with accountability. In parallel, investing in continuous upskilling programs and talent retention strategies will address the persistent skills gap and cultivate internal expertise.

Moreover, organizations should diversify their hardware and software procurement to mitigate supply chain disruptions and leverage cooperative purchasing agreements where feasible. Exploring hybrid deployment strategies can optimize performance at the edge while controlling costs through selective cloud utilization. To foster ecosystem engagement, executives are advised to pursue strategic partnerships with academic institutions, technology vendors and industry consortia, thereby accelerating time to value and sharing best practices.

Finally, framing AI initiatives around measurable business objectives-whether through operational efficiency targets, revenue enhancement goals or customer experience improvements-will create the transparency and accountability needed to secure executive buy-in. By aligning AI investments with organizational priorities and establishing robust feedback loops, leaders can ensure ongoing refinement and sustained return on innovation endeavors.

Outlining a Robust Research Framework Combining Qualitative Insights and Rigorous Data Validation to Ensure Credible and Actionable Findings

The research underpinning this analysis is grounded in a multi-stage methodology that synthesizes primary interviews with key executives, subject-matter experts and technology providers with comprehensive secondary research encompassing peer-reviewed journals, conference proceedings and regulatory publications. Data validation is achieved through triangulation techniques that cross-reference qualitative insights with publicly available case studies and performance benchmarks.

Throughout the investigation, structured frameworks were applied to categorize technological advancements, policy developments and adoption patterns across segments and regions. Each data point was vetted for relevance, recency and reliability, ensuring that emerging trends are portrayed accurately. The iterative review process involved periodic feedback loops with industry advisors to refine thematic priorities and confirm the practical applicability of findings.

Ultimately, this rigorous approach ensures that the executive summary presents a cohesive and credible foundation upon which strategic decisions can be made. Stakeholders can have confidence in the integrity of the insights and the robustness of the evidence base supporting each recommendation.

Synthesizing Key Analytical Findings to Offer a Cohesive Perspective on the Current State and Trajectory of Artificial Intelligence Adoption

This executive summary has illuminated the pivotal forces shaping the future of artificial intelligence-from transformative technological inflections and tariff-driven supply chain realignments to nuanced segmentation patterns and regional adoption variances. It has also highlighted the strategic interplay among industry titans, collaborative consortia and specialized innovators that collectively drive the ecosystem forward while underscoring actionable imperatives for organizational resilience and growth.

By synthesizing these multifaceted insights, decision-makers are equipped with a holistic perspective on the evolving AI landscape, enabling them to calibrate strategies that optimize hardware and software investments, refine talent acquisition models and navigate regulatory complexities. The distilled findings serve as a strategic compass, guiding enterprises through an era defined by rapid iteration and competitive dynamism.

As artificial intelligence continues its ascent from experimental deployments to mission-critical business enabler, the capacity to adapt proactively and harness collaborative networks will determine long-term success. The next chapter of innovation will be written by those who translate these analytical insights into decisive actions that align technological potential with strategic vision.

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

  • 4.1. Introduction
  • 4.2. Market Sizing & Forecasting

5. Market Dynamics

  • 5.1. Growing investment in AI research fostering innovation in machine learning algorithms
  • 5.2. Expansion of AI applications in healthcare improving diagnostics and patient care
  • 5.3. The role of AI in optimizing supply chain management and reducing operational costs
  • 5.4. AI's contribution to autonomous vehicle technology and transportation safety
  • 5.5. Emergence of AI in cybersecurity enhancing threat detection and response capabilities
  • 5.6. AI-driven personalization reshaping marketing and customer engagement strategies
  • 5.7. Advancements in natural language processing enabling more sophisticated virtual assistants
  • 5.8. Increasing integration of AI with Internet of Things for smarter automation
  • 5.9. The rise of generative AI transforming content creation and creative processes
  • 5.10. AI adoption accelerating across diverse industries for enhanced efficiency and innovation

6. Market Insights

  • 6.1. Porter's Five Forces Analysis
  • 6.2. PESTLE Analysis

7. Cumulative Impact of United States Tariffs 2025

8. Artificial Intelligence Market, by Component

  • 8.1. Introduction
  • 8.2. Hardware
    • 8.2.1. Application-Specific Integrated Circuits
    • 8.2.2. Central Processing Units
    • 8.2.3. Edge Devices
    • 8.2.4. Graphics Processing Units
  • 8.3. Services
    • 8.3.1. Consulting
    • 8.3.2. Integration
    • 8.3.3. Support & Maintenance
  • 8.4. Software
    • 8.4.1. AI Platforms
    • 8.4.2. AI Software Tools

9. Artificial Intelligence Market, by Technology

  • 9.1. Introduction
  • 9.2. Computer Vision
    • 9.2.1. Facial Recognition
    • 9.2.2. Image Recognition
    • 9.2.3. Video Analytics
  • 9.3. Deep Learning
    • 9.3.1. Convolutional Neural Networks
    • 9.3.2. Generative Adversarial Networks
    • 9.3.3. Recurrent Neural Networks
  • 9.4. Machine Learning
    • 9.4.1. Reinforcement Learning
    • 9.4.2. Supervised Learning
    • 9.4.3. Unsupervised Learning
  • 9.5. Natural Language Processing
    • 9.5.1. Conversational AI
    • 9.5.2. Speech Recognition
    • 9.5.3. Text Analytics
  • 9.6. Robotic Process Automation

10. Artificial Intelligence Market, by End-Use

  • 10.1. Introduction
  • 10.2. Agriculture
    • 10.2.1. Crop Monitoring
    • 10.2.2. Precision Farming
  • 10.3. Automotive
    • 10.3.1. Driver Assistance Systems
    • 10.3.2. Predictive Maintenance
    • 10.3.3. Vehicle Analytics
  • 10.4. Banking, Financial Services & Insurance
    • 10.4.1. Algorithmic Trading
    • 10.4.2. Credit Scoring
    • 10.4.3. Risk Management
  • 10.5. Energy & Utilities
    • 10.5.1. Energy Forecasting
    • 10.5.2. Smart Grid Management
  • 10.6. Government & Defense
    • 10.6.1. Cybersecurity
    • 10.6.2. Surveillance
  • 10.7. Healthcare
    • 10.7.1. Drug Discovery
    • 10.7.2. Hospital Management Systems
    • 10.7.3. Medical Imaging
    • 10.7.4. Telemedicine
  • 10.8. Manufacturing
    • 10.8.1. Predictive Maintenance
    • 10.8.2. Quality Control
  • 10.9. Retail
    • 10.9.1. Customer Personalization
    • 10.9.2. Fraud Detection
    • 10.9.3. Inventory Management

11. Artificial Intelligence Market, by Deployment Model

  • 11.1. Introduction
  • 11.2. Cloud-Based
  • 11.3. On-Premise

12. Artificial Intelligence Market, by Organization Size

  • 12.1. Introduction
  • 12.2. Large Enterprises
  • 12.3. Small & Medium Enterprises

13. Americas Artificial Intelligence Market

  • 13.1. Introduction
  • 13.2. United States
  • 13.3. Canada
  • 13.4. Mexico
  • 13.5. Brazil
  • 13.6. Argentina

14. Europe, Middle East & Africa Artificial Intelligence Market

  • 14.1. Introduction
  • 14.2. United Kingdom
  • 14.3. Germany
  • 14.4. France
  • 14.5. Russia
  • 14.6. Italy
  • 14.7. Spain
  • 14.8. United Arab Emirates
  • 14.9. Saudi Arabia
  • 14.10. South Africa
  • 14.11. Denmark
  • 14.12. Netherlands
  • 14.13. Qatar
  • 14.14. Finland
  • 14.15. Sweden
  • 14.16. Nigeria
  • 14.17. Egypt
  • 14.18. Turkey
  • 14.19. Israel
  • 14.20. Norway
  • 14.21. Poland
  • 14.22. Switzerland

15. Asia-Pacific Artificial Intelligence Market

  • 15.1. Introduction
  • 15.2. China
  • 15.3. India
  • 15.4. Japan
  • 15.5. Australia
  • 15.6. South Korea
  • 15.7. Indonesia
  • 15.8. Thailand
  • 15.9. Philippines
  • 15.10. Malaysia
  • 15.11. Singapore
  • 15.12. Vietnam
  • 15.13. Taiwan

16. Competitive Landscape

  • 16.1. Market Share Analysis, 2024
  • 16.2. FPNV Positioning Matrix, 2024
  • 16.3. Competitive Analysis
    • 16.3.1. Accenture PLC
    • 16.3.2. Adobe Inc.
    • 16.3.3. Alibaba Group Holding Limited
    • 16.3.4. Altron Limited
    • 16.3.5. Amazon Web Services, Inc.
    • 16.3.6. Autodesk, Inc.
    • 16.3.7. Baidu, Inc.
    • 16.3.8. Business Connexion (Pty) Ltd. by Telkom Group
    • 16.3.9. C3.ai, Inc.
    • 16.3.10. CLEVVA Pty. Ltd.
    • 16.3.11. Cortex Logic
    • 16.3.12. Databricks, Inc.
    • 16.3.13. DataProphet Proprietary Limited
    • 16.3.14. Dimension Data Holdings PLC by NTT DATA Corporation
    • 16.3.15. General Electric Company
    • 16.3.16. Google LLC by Alphabet Inc.
    • 16.3.17. H2O.ai, Inc.
    • 16.3.18. Infosys Limited
    • 16.3.19. Intel Corporation
    • 16.3.20. International Business Machines Corporation
    • 16.3.21. Microsoft Corporation
    • 16.3.22. NVIDIA Corporation
    • 16.3.23. OpenAI OpCo, LLC
    • 16.3.24. Oracle Corporation
    • 16.3.25. Palantir Technologies Inc.
    • 16.3.26. Qualcomm Inc.
    • 16.3.27. Robert Bosch GmbH
    • 16.3.28. Salesforce Inc.
    • 16.3.29. SAP SE
    • 16.3.30. SAS Institute Inc.
    • 16.3.31. ServiceNow, Inc.
    • 16.3.32. Splunk Inc. by Cisco Systems Inc.
    • 16.3.33. Tencent Holdings Ltd.
    • 16.3.34. UiPath, Inc.

17. ResearchAI

18. ResearchStatistics

19. ResearchContacts

20. ResearchArticles

21. Appendix

LIST OF FIGURES

  • FIGURE 1. ARTIFICIAL INTELLIGENCE MARKET RESEARCH PROCESS
  • FIGURE 2. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 3. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 4. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2024 VS 2030 (%)
  • FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2024 VS 2030 (%)
  • FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2024 VS 2030 (%)
  • FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODEL, 2024 VS 2030 (%)
  • FIGURE 12. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODEL, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 13. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2024 VS 2030 (%)
  • FIGURE 14. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 15. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
  • FIGURE 16. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 17. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY STATE, 2024 VS 2030 (%)
  • FIGURE 18. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 19. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
  • FIGURE 20. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 21. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
  • FIGURE 22. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 23. ARTIFICIAL INTELLIGENCE MARKET SHARE, BY KEY PLAYER, 2024
  • FIGURE 24. ARTIFICIAL INTELLIGENCE MARKET, FPNV POSITIONING MATRIX, 2024
  • FIGURE 25. ARTIFICIAL INTELLIGENCE MARKET: RESEARCHAI
  • FIGURE 26. ARTIFICIAL INTELLIGENCE MARKET: RESEARCHSTATISTICS
  • FIGURE 27. ARTIFICIAL INTELLIGENCE MARKET: RESEARCHCONTACTS
  • FIGURE 28. ARTIFICIAL INTELLIGENCE MARKET: RESEARCHARTICLES

LIST OF TABLES

  • TABLE 1. ARTIFICIAL INTELLIGENCE MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, 2025-2030 (USD MILLION)
  • TABLE 5. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 7. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION-SPECIFIC INTEGRATED CIRCUITS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION-SPECIFIC INTEGRATED CIRCUITS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CENTRAL PROCESSING UNITS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CENTRAL PROCESSING UNITS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY EDGE DEVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY EDGE DEVICES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GRAPHICS PROCESSING UNITS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GRAPHICS PROCESSING UNITS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CONSULTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CONSULTING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 27. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY INTEGRATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY INTEGRATION, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 29. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 31. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 33. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 35. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AI PLATFORMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AI PLATFORMS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 37. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AI SOFTWARE TOOLS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AI SOFTWARE TOOLS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 39. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 41. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 43. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPUTER VISION, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 45. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY FACIAL RECOGNITION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY FACIAL RECOGNITION, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 47. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY IMAGE RECOGNITION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY IMAGE RECOGNITION, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 49. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VIDEO ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VIDEO ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 51. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
  • TABLE 53. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEEP LEARNING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEEP LEARNING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 55. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CONVOLUTIONAL NEURAL NETWORKS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CONVOLUTIONAL NEURAL NETWORKS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 57. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GENERATIVE ADVERSARIAL NETWORKS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GENERATIVE ADVERSARIAL NETWORKS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 59. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY RECURRENT NEURAL NETWORKS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY RECURRENT NEURAL NETWORKS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 61. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEEP LEARNING, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEEP LEARNING, 2025-2030 (USD MILLION)
  • TABLE 63. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 65. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 67. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 69. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 71. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
  • TABLE 73. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 75. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CONVERSATIONAL AI, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CONVERSATIONAL AI, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 77. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 79. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TEXT ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TEXT ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 81. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
  • TABLE 83. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ROBOTIC PROCESS AUTOMATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ROBOTIC PROCESS AUTOMATION, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 85. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
  • TABLE 87. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AGRICULTURE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AGRICULTURE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 89. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CROP MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CROP MONITORING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 91. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PRECISION FARMING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PRECISION FARMING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 93. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AGRICULTURE, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AGRICULTURE, 2025-2030 (USD MILLION)
  • TABLE 95. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 97. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DRIVER ASSISTANCE SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DRIVER ASSISTANCE SYSTEMS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 99. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PREDICTIVE MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PREDICTIVE MAINTENANCE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 101. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VEHICLE ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 102. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VEHICLE ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 103. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AUTOMOTIVE, 2018-2024 (USD MILLION)
  • TABLE 104. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AUTOMOTIVE, 2025-2030 (USD MILLION)
  • TABLE 105. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 106. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 107. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ALGORITHMIC TRADING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 108. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ALGORITHMIC TRADING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 109. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CREDIT SCORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 110. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CREDIT SCORING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 111. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY RISK MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 112. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY RISK MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 113. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE, 2018-2024 (USD MILLION)
  • TABLE 114. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE, 2025-2030 (USD MILLION)
  • TABLE 115. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 116. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 117. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ENERGY FORECASTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 118. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ENERGY FORECASTING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 119. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SMART GRID MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 120. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SMART GRID MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 121. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ENERGY & UTILITIES, 2018-2024 (USD MILLION)
  • TABLE 122. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ENERGY & UTILITIES, 2025-2030 (USD MILLION)
  • TABLE 123. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GOVERNMENT & DEFENSE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 124. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GOVERNMENT & DEFENSE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 125. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CYBERSECURITY, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 126. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CYBERSECURITY, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 127. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SURVEILLANCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 128. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SURVEILLANCE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 129. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GOVERNMENT & DEFENSE, 2018-2024 (USD MILLION)
  • TABLE 130. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GOVERNMENT & DEFENSE, 2025-2030 (USD MILLION)
  • TABLE 131. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 132. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HEALTHCARE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 133. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DRUG DISCOVERY, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 134. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DRUG DISCOVERY, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 135. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HOSPITAL MANAGEMENT SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 136. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HOSPITAL MANAGEMENT SYSTEMS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 137. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MEDICAL IMAGING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 138. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MEDICAL IMAGING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 139. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TELEMEDICINE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 140. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TELEMEDICINE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 141. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HEALTHCARE, 2018-2024 (USD MILLION)
  • TABLE 142. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HEALTHCARE, 2025-2030 (USD MILLION)
  • TABLE 143. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 144. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MANUFACTURING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 145. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PREDICTIVE MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 146. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PREDICTIVE MAINTENANCE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 147. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY QUALITY CONTROL, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 148. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY QUALITY CONTROL, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 149. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
  • TABLE 150. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
  • TABLE 151. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY RETAIL, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 152. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY RETAIL, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 153. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CUSTOMER PERSONALIZATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 154. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CUSTOMER PERSONALIZATION, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 155. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY FRAUD DETECTION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 156. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY FRAUD DETECTION, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 157. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 158. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 159. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
  • TABLE 160. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
  • TABLE 161. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 162. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 163. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CLOUD-BASED, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 164. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CLOUD-BASED, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 165. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 166. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ON-PREMISE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 167. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
  • TABLE 168. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
  • TABLE 169. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 170. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 171. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 172. GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 173. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 174. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 175. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 176. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 177. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 178. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 179. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 180. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 181. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 182. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 183. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
  • TABLE 184. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
  • TABLE 185. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEEP LEARNING, 2018-2024 (USD MILLION)
  • TABLE 186. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEEP LEARNING, 2025-2030 (USD MILLION)
  • TABLE 187. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
  • TABLE 188. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
  • TABLE 189. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
  • TABLE 190. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
  • TABLE 191. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
  • TABLE 192. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
  • TABLE 193. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AGRICULTURE, 2018-2024 (USD MILLION)
  • TABLE 194. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AGRICULTURE, 2025-2030 (USD MILLION)
  • TABLE 195. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AUTOMOTIVE, 2018-2024 (USD MILLION)
  • TABLE 196. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AUTOMOTIVE, 2025-2030 (USD MILLION)
  • TABLE 197. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE, 2018-2024 (USD MILLION)
  • TABLE 198. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE, 2025-2030 (USD MILLION)
  • TABLE 199. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ENERGY & UTILITIES, 2018-2024 (USD MILLION)
  • TABLE 200. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ENERGY & UTILITIES, 2025-2030 (USD MILLION)
  • TABLE 201. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GOVERNMENT & DEFENSE, 2018-2024 (USD MILLION)
  • TABLE 202. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GOVERNMENT & DEFENSE, 2025-2030 (USD MILLION)
  • TABLE 203. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HEALTHCARE, 2018-2024 (USD MILLION)
  • TABLE 204. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HEALTHCARE, 2025-2030 (USD MILLION)
  • TABLE 205. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
  • TABLE 206. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
  • TABLE 207. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
  • TABLE 208. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
  • TABLE 209. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 210. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 211. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
  • TABLE 212. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
  • TABLE 213. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 214. AMERICAS ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 215. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 216. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 217. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 218. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 219. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 220. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 221. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 222. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 223. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 224. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 225. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
  • TABLE 226. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
  • TABLE 227. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEEP LEARNING, 2018-2024 (USD MILLION)
  • TABLE 228. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEEP LEARNING, 2025-2030 (USD MILLION)
  • TABLE 229. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
  • TABLE 230. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
  • TABLE 231. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
  • TABLE 232. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
  • TABLE 233. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
  • TABLE 234. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
  • TABLE 235. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AGRICULTURE, 2018-2024 (USD MILLION)
  • TABLE 236. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AGRICULTURE, 2025-2030 (USD MILLION)
  • TABLE 237. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AUTOMOTIVE, 2018-2024 (USD MILLION)
  • TABLE 238. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AUTOMOTIVE, 2025-2030 (USD MILLION)
  • TABLE 239. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE, 2018-2024 (USD MILLION)
  • TABLE 240. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE, 2025-2030 (USD MILLION)
  • TABLE 241. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ENERGY & UTILITIES, 2018-2024 (USD MILLION)
  • TABLE 242. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ENERGY & UTILITIES, 2025-2030 (USD MILLION)
  • TABLE 243. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GOVERNMENT & DEFENSE, 2018-2024 (USD MILLION)
  • TABLE 244. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GOVERNMENT & DEFENSE, 2025-2030 (USD MILLION)
  • TABLE 245. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HEALTHCARE, 2018-2024 (USD MILLION)
  • TABLE 246. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HEALTHCARE, 2025-2030 (USD MILLION)
  • TABLE 247. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
  • TABLE 248. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
  • TABLE 249. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
  • TABLE 250. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
  • TABLE 251. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 252. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 253. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
  • TABLE 254. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
  • TABLE 255. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
  • TABLE 256. UNITED STATES ARTIFICIAL INTELLIGENCE MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
  • TABLE 257. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 258. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 259. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 260. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 261. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 262. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 263. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 264. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 265. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 266. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 267. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
  • TABLE 268. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
  • TABLE 269. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEEP LEARNING, 2018-2024 (USD MILLION)
  • TABLE 270. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEEP LEARNING, 2025-2030 (USD MILLION)
  • TABLE 271. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
  • TABLE 272. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
  • TABLE 273. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
  • TABLE 274. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
  • TABLE 275. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
  • TABLE 276. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
  • TABLE 277. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AGRICULTURE, 2018-2024 (USD MILLION)
  • TABLE 278. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AGRICULTURE, 2025-2030 (USD MILLION)
  • TABLE 279. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AUTOMOTIVE, 2018-2024 (USD MILLION)
  • TABLE 280. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AUTOMOTIVE, 2025-2030 (USD MILLION)
  • TABLE 281. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE, 2018-2024 (USD MILLION)
  • TABLE 282. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE, 2025-2030 (USD MILLION)
  • TABLE 283. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ENERGY & UTILITIES, 2018-2024 (USD MILLION)
  • TABLE 284. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ENERGY & UTILITIES, 2025-2030 (USD MILLION)
  • TABLE 285. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GOVERNMENT & DEFENSE, 2018-2024 (USD MILLION)
  • TABLE 286. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GOVERNMENT & DEFENSE, 2025-2030 (USD MILLION)
  • TABLE 287. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HEALTHCARE, 2018-2024 (USD MILLION)
  • TABLE 288. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HEALTHCARE, 2025-2030 (USD MILLION)
  • TABLE 289. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
  • TABLE 290. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
  • TABLE 291. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
  • TABLE 292. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
  • TABLE 293. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
  • TABLE 294. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
  • TABLE 295. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
  • TABLE 296. CANADA ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
  • TABLE 297. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 298. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 299. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 300. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 301. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 302. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 303. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 304. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 305. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 306. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 307. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
  • TABLE 308. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
  • TABLE 309. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEEP LEARNING, 2018-2024 (USD MILLION)
  • TABLE 310. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY DEEP LEARNING, 2025-2030 (USD MILLION)
  • TABLE 311. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
  • TABLE 312. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
  • TABLE 313. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
  • TABLE 314. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
  • TABLE 315. MEXICO ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2024 (US