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市場調查報告書
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人工智慧市場（按組件、技術、最終用戶、部署模型和組織規模）—2025-2030 年全球預測

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個工作天內

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預計2024年人工智慧市場規模將達到2,158.8億美元，2025年將成長至2,681.5億美元，複合年成長率為24.91%，到2030年將達到8,201.5億美元。

主要市場統計數據
基準年2024年 2158.8億美元
預計2025年 2681.5億美元
預測年份 2030 8201.5億美元
複合年成長率（%） 24.91%

釋放人工智慧的變革潛力，重新定義全球產業，推動永續競爭優勢

無所不在的人工智慧正在重新定義企業對價值創造和競爭差異化的理解。隨著先進演算法滲透到業務的各個方面，從客戶參與到產品創新，整合人工智慧能力的需求空前高漲。各行各業的組織都在建構資料生態系統和機器學習管道，不僅為了簡化日常任務，更是為了發掘先前被資訊複雜性所掩蓋的策略洞察。

引領關鍵的技術與倫理變革，重塑人工智慧生態系統，催化跨產業創新新典範

隨著生成模型和即時推理能力的顛覆性突破重塑技術架構和商業模式，人工智慧生態系統正在經歷重大變革。邊緣運算透過允許推理在更靠近資料來源的地方進行，已成為降低關鍵任務應用程式延遲的強大推動力。同時，人工智慧工具的普及化使更多開發者和專家能夠貢獻新穎的解決方案，而無需在資料科學擁有深厚的專業經驗。

美國新關稅政策對AI硬體供應鏈的深遠影響及評估2025年及以後的相關人員策略

2025年，針對半導體進口和高效能運算設備的新關稅將波及整個人工智慧供應鏈，迫使企業重新思考其採購和成本結構。圖形處理器和專用積體電路等關鍵元件將面臨更高的關稅，這將對採購預算帶來上行壓力，並迫使企業重新評估總擁有成本（TCO）。雖然這些課稅旨在增強國內製造能力，但它們也損害了與關鍵海外供應商的關係，導致前置作業時間波動和庫存計劃複雜化。

透過多面向細分加深理解，揭示組件技術最終用途部署和組織動態

透過多角度細緻檢驗人工智慧產業的動態，可以發現組件分類、技術專長、最終用途、部署偏好和組織規模如何共同塑造採用模式。從組件來看，硬體體現在專用積體電路、中央處理器、邊緣設備和圖形處理單元 (GPU) 等組件中，每個組件在加速和推理方面都發揮著獨特的作用。與這些實體資產相輔相成的是從策略諮詢專案到系統整合計劃再到持續支援和維護合約等各種服務，而軟體生態系統則包括全面的人工智慧平台和專為模型開發和部署而設計的專用人工智慧軟體工具。

確定美洲、中東和非洲以及亞太市場在人工智慧採用和創新方面的區域差異

檢驗區域差異，可以發現三大區域在人工智慧應用、創新生態系統和政策框架方面呈現不同的發展軌跡。在美洲，公私合作正在推動高階分析技術在金融、醫療保健和零售領域的快速整合，這得益於強勁的創業投資活動和作為人才庫的學術研究機構。這種充滿活力的環境催生了廣泛的Start-Ups文化，推動了概念驗證和全部區域舉措，以規範資料管治實踐。

剖析人工智慧領域的領先創新者和策略合作，以實現前所未有的成長和差異化

一項針對主要企業的調查顯示，科技公司、研究機構和敏捷的新參與企業正在共同推動人工智慧創新。領先的晶片製造商正在大力投資下一代處理架構，以提高吞吐量和能源效率；而雲端服務供應商則持續擴展其託管人工智慧服務和預訓練模型的產品組合。軟體公司則透過提供特定領域的產品來實現差異化，將垂直領域的專業知識直接嵌入其針對金融、醫療保健和工業IoT使用案例的開發框架中。

實施策略議程，加強組織人工智慧能力，促進永續創新，並緩解新興市場的挑戰

尋求利用人工智慧進步的產業領導者必須先建立清晰的管治結構，將倫理考量和資料管理融入模型生命週期的每個階段。組成由領域專家、資料科學家和合規官組成的跨職能團隊，可以幫助人工智慧舉措平衡創新與責任制。同時，投資持續的技能提升計畫和人才保留策略，可以彌補持續存在的技能差距，並培養內部專業技能。

一個強大的研究框架將定性見解與嚴格的數據檢驗相結合，從而產生可靠、可操作的發現

支撐本分析的研究基於多階段方法，該方法將對領先企業高管、專家和技術提供者的初步研究與全面的二手資料研究相結合，包括同行評審的學術期刊、會議論文集和監管出版物。資料檢驗採用三角測量技術，即將定性洞察與公開的案例研究和績效基準進行交叉比對。

整合關鍵發現，提供對人工智慧應用現狀和軌蹟的統一觀點

本執行摘要揭示了塑造人工智慧未來的關鍵力量——從變革性的技術轉變和關稅主導的供應鏈重組到細微的細分模式和區域採用差異——並強調了行業巨頭、合作聯盟和專業創新者之間的戰略相互作用，這些相互作用正在共同推動生態系統向前發展，同時強調了組織復原力和成長的可行必要事項。

目錄

第1章 前言

第2章調查方法

第3章執行摘要

第4章 市場概述

第5章市場動態

  • 人工智慧研究投入的增加推動了機器學習演算法的創新
  • 擴展醫療保健領域的人工智慧應用，以改善診斷和患者照護
  • 人工智慧在最佳化供應鏈管理和降低營運成本中的作用
  • 人工智慧對自動駕駛技術和道路安全的貢獻
  • 人工智慧在網路安全領域的出現將增強威脅偵測和回應能力
  • 人工智慧主導的個人化改變了行銷和客戶參與策略
  • 自然語言處理的進步將使更複雜的虛擬助理成為可能
  • 深化人工智慧與物聯網整合，實現更智慧的自動化
  • 生成式人工智慧的興起將改變內容製作與創作過程
  • 各行各業加速採用人工智慧以提高效率和創新

第6章 市場洞察

  • 波特五力分析
  • PESTEL分析

第7章 2025年美國關稅的累積影響

第 8 章人工智慧市場（按組件）

  • 硬體
    • 專用積體電路
    • 中央處理單元
    • 邊緣設備
    • 圖形處理單元
  • 服務
    • 諮詢
    • 一體化
    • 支援和維護
  • 軟體
    • 人工智慧平台
    • 人工智慧軟體工具

第9章：人工智慧市場（按技術）

  • 電腦視覺
    • 臉部辨識
    • 影像識別
    • 影片分析
  • 深度學習
    • 卷積類神經網路
    • 生成對抗網路
    • 循環神經網路
  • 機器學習
    • 強化學習
    • 監督學習
    • 無監督學習
  • 自然語言處理
    • 對話式人工智慧
    • 語音辨識
    • 文字分析
  • 機器人流程自動化

第10章人工智慧市場（按最終用途）

  • 農業
    • 作物監測
    • 精密農業
  • 車
    • 駕駛員輔助系統
    • 預測性維護
    • 車輛分析
  • 銀行、金融服務和保險
    • 演算法交易
    • 信用評分
    • 風險管理
  • 能源與公共產業
    • 能源預測
    • 智慧電網管理
  • 政府和國防
    • 網路安全
    • 監控
  • 衛生保健
    • 藥物研發
    • 醫院管理系統
    • 醫學影像
    • 遠端醫療
  • 製造業
    • 預測性維護
    • 品管
  • 零售
    • 客戶個性化
    • 詐欺偵測
    • 庫存管理

第 11 章人工智慧市場（按部署模式）

  • 雲端基礎
  • 本地

第 12 章人工智慧市場（按組織規模）

  • 主要企業
  • 小型企業

第 13 章：美洲人工智慧市場

  • 美國
  • 加拿大
  • 墨西哥
  • 巴西
  • 阿根廷

第14章 歐洲、中東和非洲的人工智慧市場

  • 英國
  • 德國
  • 法國
  • 俄羅斯
  • 義大利
  • 西班牙
  • 阿拉伯聯合大公國
  • 沙烏地阿拉伯
  • 南非
  • 丹麥
  • 荷蘭
  • 卡達
  • 芬蘭
  • 瑞典
  • 奈及利亞
  • 埃及
  • 土耳其
  • 以色列
  • 挪威
  • 波蘭
  • 瑞士

第15章：亞太地區人工智慧市場

  • 中國
  • 印度
  • 日本
  • 澳洲
  • 韓國
  • 印尼
  • 泰國
  • 菲律賓
  • 馬來西亞
  • 新加坡
  • 越南
  • 台灣

第16章競爭格局

  • 2024年市場佔有率分析
  • 2024年FPNV定位矩陣
  • 競爭分析
    • 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17章 研究人工智慧

第18章 研究統計

第19章 研究聯絡人

第20章 研究報導

第21章 附錄

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