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市场调查报告书
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企业人工智慧 (AI) 市场分析及预测（至 2034 年）：类型、产品、服务、技术、组件、应用、部署、最终用户和功能

Enterprise Artificial Intelligence (AI) Market Analysis and Forecast to 2034: Type, Product, Services, Technology, Component, Application, Deployment, End User, Functionality
出版日期: | 出版商: Global Insight Services | 英文 338 Pages | 商品交期: 3-5个工作天内

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简介目录

企业人工智慧 (AI) 市场预计将从 2024 年的 245 亿美元扩大到 2034 年的 2,609 亿美元，复合年增长率约为 26.7%。企业人工智慧 (AI) 市场包括为企业量身定制的人工智慧主导解决方案，旨在增强决策能力、自动化程度和客户参与。这涵盖机器学习、自然语言处理和机器人技术。随着人工智慧的加速普及，企业正在寻找扩充性、安全且高效的人工智慧工具。市场驱动力源自于对提升业务效率、数据分析能力和人工智慧技术创新的需求，这为市场提供了巨大的成长机会。

行业概览

全球人工智慧组件关税和地缘政治紧张局势正在对企业人工智慧市场供应链产生重大影响。在日本和韩国，对美国人工智慧技术的依赖正促使其策略性地转向本土半导体研发，以缓解关税带来的成本压力。中国大陆正加速规避出口管制，开发国产人工智慧晶片和基础设施，强化对自主创新的重视。台湾的半导体实力使其成为关键参与者，但也容易受到美国缘政治摩擦的影响。包括超大规模资料中心在内的全球母市场正在扩张，儘管资本投资不断增加，供应链也存在脆弱性。到2035年，市场发展将取决于韧性供应链和策略联盟。中东衝突可能会影响能源价格，进一步加剧全球供应格局和计划成本的复杂化。

市场区隔
类型 机器学习、自然语言处理、电脑视觉、机器人、专家系统、语音辨识
产品 AI软体、AI硬体、AI平台
服务 咨询、系统整合、支援与维护、託管服务
科技 深度学习、神经网路、认知计算、预测分析
成分 解决方案、服务
目的 客户服务、销售与行销、诈欺侦测、风险管理、供应链管理、人力资源、製造、医疗保健、金融
扩张 云端、本地、混合
最终用户 BFSI、零售、医疗保健、製造、通讯、汽车、政府、媒体与娱乐、教育
功能 自动化、数据分析和虚拟助理

市场概况：

企业人工智慧 (AI) 市场细分为解决方案、服务、部署模式和最终用户产业。解决方案细分市场包括 AI 平台和软体工具，由于其在推动企业 AI主导转型方面发挥关键作用而成为行业领先。该细分市场的主导地位归因于对 AI 驱动的分析、自然语言处理和电脑视觉技术日益增长的需求，这些技术对于决策流程流程和业务效率至关重要。服务细分市场包括咨询和系统集成，紧随其后，这得益于对实施 AI 解决方案专业知识的需求。客户服务和预测性维护等新兴细分市场已成为人们关注的焦点。这些细分市场有望透过提供个人化的客户体验和减少营运停机时间对市场产生重大影响。此外，AI 驱动的网路安全解决方案的兴起正在解决人们对资料隐私和安全日益增长的担忧，从而进一步推动市场成长。

竞争概况：

云端基础AI 解决方案在企业 AI 市场占据主导地位，紧随其后的是内部部署和混合模式。这种层级结构归因于对云端技术本身提供的可扩展和适应性强的 AI主导解决方案的需求激增。北美凭藉其强大的技术基础设施和早期采用保持主导地位，而亚太地区的投资也正在激增，刺激整个产业快速进行数位转型。包括Google、微软和亚马逊网路服务在内的产业主要企业正在透过尖端创新不断增强其产品和解决方案。竞争格局在很大程度上受到这些领先新兴企业的策略性倡议以及将利基解决方案推向前沿的新创公司的影响。北美和欧洲等地区的法规结构至关重要，它们透过制定道德 AI 采用和资料隐私标准来影响市场动态。展望未来，在 AI 整合不断增长的推动下，市场有望大幅成长，尤其是在医疗保健和金融等领域。然而，该产业需要克服资料安全、道德问题和高昂的实施成本等挑战。话虽如此，技术进步的不断步伐，特别是机器学习和自然语言处理领域的进步，为持续扩张提供了有利的机会。

主要趋势和驱动因素：

企业人工智慧 (AI) 市场正经历强劲扩张，这主要得益于几个关键趋势和驱动因素。首先，人工智慧与云端运算的融合正在改变企业利用数据的方式，从而催生可扩展且灵活的人工智慧解决方案。这一趋势使企业能够以更低的基础设施成本和更高的可访问性部署人工智慧模型。此外，对人工智慧道德和透明度的日益关注，也促使企业采取负责任的人工智慧实践，确保符合监管标准并建立消费者信任。此外，各行各业广泛采用人工智慧驱动的自动化技术，正在提高业务效率并减少人为错误。这种变化在製造业、金融业和医疗保健业尤为明显，人工智慧正在简化流程并改善决策。另一个主要驱动因素是公共和私营部门对人工智慧研发的投入不断增加，这刺激了创新并加速了技术进步。此外，人工智慧分析技术的兴起使企业能够从海量资料集中获得切实可行的洞察，从而推动数据主导策略并提升竞争优势。新兴市场蕴藏大量机会，由于数位转型计画和技术现代化需求，人工智慧的应用正在蓬勃发展。提供客製化人工智慧解决方案并专注于互通性的公司将占据有利地位，抢占市场占有率。此外，专注于开发人工智慧技术以提升客户体验和个人化也创造了良好的前景。随着人工智慧的不断发展，企业人工智慧市场预计将在技术进步与策略性业务需求融合的推动下实现持续成长。

限制与挑战：

企业人工智慧市场面临显着的限制和挑战。一个关键挑战是缺乏能够开发和管理人工智慧系统的熟练专业人员，这阻碍了其普及。此外，资料隐私问题也是一个主要障碍，因为企业必须遵循复杂的法规来保护敏感资讯。人工智慧基础设施和技术的高昂前期投资成本使中小企业不愿采用人工智慧解决方案。此外，将人工智慧与现有系统整合既复杂又耗时，需要大量的资源和专业知识。最后，对人工智慧决策和演算法中潜在偏见的道德担忧带来了持续的挑战，需要谨慎的监督和管治。总的来说，这些因素阻碍了人工智慧技术在企业内部的快速扩展和无缝整合。

目录

第一章 企业人工智慧（AI）市场概述

  • 研究目标
  • 企业人工智慧（AI）市场定义与范围
  • 报告限制
  • 调查年份和货币
  • 调查方法

第二章执行摘要

第三章重要考察

第四章 企业人工智慧（AI）市场展望

  • 企业人工智慧（AI）市场细分
  • 市场动态
  • 波特五力分析
  • PESTLE分析
  • 价值链分析
  • 4P模型
  • 安索夫矩阵

第五章 企业人工智慧（AI）市场策略

  • 母市场分析
  • 供需分析
  • 消费者购买意向
  • 案例研究分析
  • 定价分析
  • 监管状况
  • 供应链分析
  • 竞争产品分析
  • 近期动态

第六章 企业人工智慧（AI）市场规模

  • 企业人工智慧（AI）市场规模（按价值）
  • 企业人工智慧（AI）市场规模（按数量）

第七章企业人工智慧（AI）市场类型

  • 市场概览
  • 机器学习
  • 自然语言处理
  • 电脑视觉
  • 机器人技术
  • 专家系统
  • 语音辨识
  • 其他的

第八章企业人工智慧（AI）市场（按产品）

  • 市场概览
  • 人工智慧软体
  • 人工智慧硬体
  • 人工智慧平台
  • 其他的

第九章企业人工智慧（AI）市场（按服务）

  • 市场概览
  • 咨询
  • 系统整合
  • 支援和维护
  • 託管服务
  • 其他的

第十章企业人工智慧（AI）市场（按技术）

  • 市场概览
  • 深度学习
  • 神经网路
  • 认知运算
  • 预测分析
  • 其他的

第 11 章企业人工智慧 (AI) 市场（按组件）

  • 市场概览
  • 解决方案
  • 服务
  • 其他的

第 12 章企业人工智慧 (AI) 市场（按应用）

  • 市场概览
  • 客户服务
  • 销售和行销
  • 诈欺侦测
  • 风险管理
  • 供应链管理
  • 人力资源
  • 製造业
  • 卫生保健
  • 金融
  • 其他的

第 13 章企业人工智慧 (AI) 市场（按部署）

  • 市场概览
  • 云
  • 本地
  • 杂交种
  • 其他的

第 14 章企业人工智慧 (AI) 市场（按最终用户）

  • 市场概览
  • BFSI
  • 零售
  • 卫生保健
  • 製造业
  • 通讯
  • 车
  • 政府
  • 媒体与娱乐
  • 教育
  • 其他的

第 15 章企业人工智慧 (AI) 市场（按功能）

  • 市场概览
  • 自动化
  • 数据分析
  • 虚拟助手
  • 其他的

第十六章 企业人工智慧（AI）市场（按地区）

  • 概述
  • 北美洲
    • 美国
    • 加拿大
  • 欧洲
    • 英国
    • 德国
    • 法国
    • 西班牙
    • 义大利
    • 荷兰
    • 瑞典
    • 瑞士
    • 丹麦
    • 芬兰
    • 俄罗斯
    • 其他欧洲国家
  • 亚太地区
    • 中国
    • 印度
    • 日本
    • 韩国
    • 澳洲
    • 新加坡
    • 印尼
    • 台湾
    • 马来西亚
    • 其他亚太地区
  • 拉丁美洲
    • 巴西
    • 墨西哥
    • 阿根廷
    • 其他拉丁美洲
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非
    • 其他中东和非洲地区

第十七章竞争格局

  • 概述
  • 市场占有率分析
  • 主要企业定位
  • 衝突领导地图
  • 供应商基准化分析
  • 发展策略基准化分析

第十八章 公司简介

  • OpenAI
  • DataRobot
  • C3.ai
  • H2O.ai
  • UiPath
  • CognitiveScale
  • Ayasdi
  • SAS Institute
  • Sift Science
  • Darktrace
  • Automation Anywhere
  • Blue Prism
  • Veritone
  • Numenta
  • SparkCognition
  • Clarifai
  • Anodot
  • Vicarious
  • Appen
  • KAI
简介目录
Product Code: GIS25096

Enterprise Artificial Intelligence (AI) Market is anticipated to expand from $24.5 billion in 2024 to $260.9 billion by 2034, growing at a CAGR of approximately 26.7%. Enterprise Artificial Intelligence (AI) Market encompasses AI-driven solutions tailored for businesses, enhancing decision-making, automation, and customer engagement. It includes machine learning, natural language processing, and robotics. As AI adoption accelerates, enterprises seek scalable, secure, and efficient AI tools. The market is driven by demand for improved operational efficiency, data analytics, and innovation in AI technologies, thus presenting significant growth opportunities.

Industry Overview:

Global tariffs on AI components and geopolitical tensions are significantly impacting the Enterprise AI market's supply chains. In Japan and South Korea, dependency on US AI technology is prompting strategic pivots towards local semiconductor R&D to mitigate tariff-induced cost pressures. China's focus on self-reliance is intensifying, with accelerated efforts to develop domestic AI chips and infrastructure, circumventing export restrictions. Taiwan's semiconductor prowess positions it as a pivotal player, yet it remains vulnerable to US-China geopolitical frictions. The global parent market, encompassing hyperscale data centers, is expanding, albeit with heightened CapEx and supply chain vulnerabilities. By 2035, market evolution will hinge on resilient supply chains and strategic alliances. Middle East conflicts, by influencing energy prices, could further complicate global supply dynamics and project costs.

Market Segmentation
TypeMachine Learning, Natural Language Processing, Computer Vision, Robotics, Expert Systems, Speech Recognition
ProductAI Software, AI Hardware, AI Platforms
ServicesConsulting, System Integration, Support and Maintenance, Managed Services
TechnologyDeep Learning, Neural Networks, Cognitive Computing, Predictive Analytics
ComponentSolutions, Services
ApplicationCustomer Service, Sales and Marketing, Fraud Detection, Risk Management, Supply Chain Management, Human Resources, Manufacturing, Healthcare, Finance
DeploymentCloud, On-premises, Hybrid
End UserBFSI, Retail, Healthcare, Manufacturing, Telecommunications, Automotive, Government, Media and Entertainment, Education
FunctionalityAutomation, Data Analytics, Virtual Assistants

Market Overview:

The Enterprise Artificial Intelligence (AI) Market is segmented into solutions, services, deployment modes, and end-user industries. The solutions segment, encompassing AI platforms and software tools, is the leading segment due to its pivotal role in enabling AI-driven transformations across enterprises. This segment's dominance is attributed to the escalating demand for AI-powered analytics, natural language processing, and computer vision technologies, which are integral to enhancing decision-making processes and operational efficiencies. The services segment, including consulting and system integration, follows closely, driven by the need for expertise in implementing AI solutions. Emerging sub-segments such as AI in customer service and predictive maintenance are gaining prominence. These sub-segments are poised to significantly impact the market by offering personalized customer experiences and reducing operational downtimes. Additionally, the rise of AI-driven cybersecurity solutions is addressing the growing concerns over data privacy and security, further propelling market growth.

Geographical Overview:

The enterprise AI market is witnessing varied growth patterns across regions, each with unique characteristics. North America leads the market, driven by substantial investments in AI technologies and a robust digital infrastructure. The presence of major tech giants accelerates innovation and adoption of AI solutions. Europe maintains a strong position, benefiting from significant investments in AI research and development. The region's focus on ethical AI and data privacy strengthens its market position. Government initiatives support the integration of AI across industries, fostering a thriving ecosystem. In the Asia Pacific, rapid technological advancements and government support drive the enterprise AI market. Countries like China and India are at the forefront, investing heavily in AI to enhance economic growth. The region's growing digital economy necessitates advanced AI solutions. Latin America is an emerging market, with increasing investments in AI infrastructure. Businesses are recognizing AI's potential to improve efficiency and competitiveness. Government support and strategic partnerships further bolster market growth. The Middle East and Africa are also recognizing AI's transformative potential. Investments in AI-ready infrastructure are on the rise, aiming to drive economic diversification and innovation. The region's focus on smart city initiatives and digital transformation offers significant opportunities for AI adoption.

Competition Overview:

Cloud-based AI solutions dominate the enterprise AI market, with on-premise and hybrid models trailing closely behind. This hierarchy is attributed to the burgeoning demand for scalable and adaptable AI-driven solutions that cloud technologies inherently provide. While North America maintains a leadership position due to its robust technological infrastructure and early adoption, the Asia-Pacific region is witnessing a surge in investments, spurred by rapid digital transformation across industries. Key industry players, including Google, Microsoft, and Amazon Web Services, are continually enhancing their offerings through cutting-edge innovations. The competitive landscape is heavily influenced by the strategic maneuvers of these major corporations, as well as emerging startups that bring niche solutions to the forefront. Regulatory frameworks in regions such as North America and Europe are pivotal, setting the standards for ethical AI deployment and data privacy, thereby affecting market dynamics. Looking ahead, the market is on a trajectory of significant growth, fueled by advances in AI integration, particularly in sectors such as healthcare and finance. However, the industry must navigate challenges like data security, ethical concerns, and high implementation costs. Nevertheless, the relentless pace of technological advancement, particularly in machine learning and natural language processing, presents lucrative opportunities for sustained expansion.

Recent Developments:

Over the past three months, the Enterprise Artificial Intelligence (AI) market has witnessed several pivotal developments. Firstly, IBM has formed a strategic partnership with SAP to integrate AI-driven analytics into enterprise solutions, enhancing operational efficiency for businesses globally. Secondly, Google Cloud has launched a new suite of AI tools tailored for enterprises, focusing on improving data management and predictive analytics capabilities. Thirdly, Salesforce announced the acquisition of an AI startup specializing in natural language processing to bolster its CRM offerings with advanced AI functionalities. Fourthly, Amazon Web Services (AWS) has expanded its AI services portfolio by introducing new machine learning models designed to optimize supply chain management for enterprises. Lastly, Oracle has unveiled a significant update to its AI platform, incorporating cutting-edge algorithms to enhance decision-making processes within enterprise applications. These developments underscore the rapid evolution of the Enterprise AI market, as leading tech companies continue to innovate and expand their AI capabilities to meet the growing demands of businesses worldwide.

Key Companies:

Open AI, Data Robot, C3.ai, H2 O.ai, Ui Path, Cognitive Scale, Ayasdi, SAS Institute, Sift Science, Darktrace, Automation Anywhere, Blue Prism, Veritone, Numenta, Spark Cognition, Clarifai, Anodot, Vicarious, Appen, KAI

Key Trends and Drivers:

The Enterprise Artificial Intelligence (AI) market is experiencing robust expansion, driven by several pivotal trends and drivers. Firstly, the integration of AI with cloud computing is transforming how businesses leverage data, enabling scalable and flexible AI solutions. This trend is empowering enterprises to deploy AI models with reduced infrastructure costs and enhanced accessibility. Furthermore, the growing emphasis on AI ethics and transparency is prompting companies to adopt responsible AI practices, ensuring compliance with regulatory standards and building consumer trust. Moreover, the proliferation of AI-driven automation across various industries is enhancing operational efficiency and reducing human error. This shift is particularly evident in sectors such as manufacturing, finance, and healthcare, where AI is streamlining processes and improving decision-making. Another significant driver is the increasing investment in AI research and development by both private and public sectors, fostering innovation and accelerating technological advancements. Additionally, the rise of AI-powered analytics is enabling businesses to derive actionable insights from vast datasets, facilitating data-driven strategies and competitive advantage. Opportunities are abundant in emerging markets, where AI adoption is gaining momentum due to digital transformation initiatives and the need for technological modernization. Companies that offer tailored AI solutions and prioritize interoperability are well-positioned to capture market share. The focus on developing AI technologies that enhance customer experience and personalization is also creating lucrative prospects. As AI continues to evolve, the enterprise AI market is poised for sustained growth, driven by the convergence of technological advancements and strategic business imperatives.

Restraints and Challenges:

The enterprise artificial intelligence market is confronted with notable restraints and challenges. A primary challenge is the scarcity of skilled professionals capable of developing and managing AI systems, which hampers implementation. Additionally, data privacy concerns pose significant hurdles, as enterprises must navigate complex regulations to protect sensitive information. High initial investment costs for AI infrastructure and technology deter smaller enterprises from adopting AI solutions. Furthermore, the integration of AI with existing systems can be complex and time-consuming, requiring substantial resources and expertise. Lastly, ethical concerns regarding AI decision-making and potential biases in algorithms present ongoing challenges, necessitating careful oversight and governance. These factors collectively impede the rapid expansion and seamless integration of AI technologies within enterprises.

Research Scope:

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

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

TABLE OF CONTENTS

1: Enterprise Artificial Intelligence (AI) Market Overview

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

2: Executive Summary

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

3: Premium Insights on the Market

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

4: Enterprise Artificial Intelligence (AI) Market Outlook

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

5: Enterprise Artificial Intelligence (AI) Market Strategy

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

6: Enterprise Artificial Intelligence (AI) Market Size

  • 6.1 Enterprise Artificial Intelligence (AI) Market Size, by Value
  • 6.2 Enterprise Artificial Intelligence (AI) Market Size, by Volume

7: Enterprise Artificial Intelligence (AI) Market, by Type

  • 7.1 Market Overview
  • 7.2 Machine Learning
    • 7.2.1 Key Market Trends & Opportunity Analysis
    • 7.2.2 Market Size and Forecast, by Region
  • 7.3 Natural Language Processing
    • 7.3.1 Key Market Trends & Opportunity Analysis
    • 7.3.2 Market Size and Forecast, by Region
  • 7.4 Computer Vision
    • 7.4.1 Key Market Trends & Opportunity Analysis
    • 7.4.2 Market Size and Forecast, by Region
  • 7.5 Robotics
    • 7.5.1 Key Market Trends & Opportunity Analysis
    • 7.5.2 Market Size and Forecast, by Region
  • 7.6 Expert Systems
    • 7.6.1 Key Market Trends & Opportunity Analysis
    • 7.6.2 Market Size and Forecast, by Region
  • 7.7 Speech Recognition
    • 7.7.1 Key Market Trends & Opportunity Analysis
    • 7.7.2 Market Size and Forecast, by Region
  • 7.8 Others
    • 7.8.1 Key Market Trends & Opportunity Analysis
    • 7.8.2 Market Size and Forecast, by Region

8: Enterprise Artificial Intelligence (AI) Market, by Product

  • 8.1 Market Overview
  • 8.2 AI Software
    • 8.2.1 Key Market Trends & Opportunity Analysis
    • 8.2.2 Market Size and Forecast, by Region
  • 8.3 AI Hardware
    • 8.3.1 Key Market Trends & Opportunity Analysis
    • 8.3.2 Market Size and Forecast, by Region
  • 8.4 AI Platforms
    • 8.4.1 Key Market Trends & Opportunity Analysis
    • 8.4.2 Market Size and Forecast, by Region
  • 8.5 Others
    • 8.5.1 Key Market Trends & Opportunity Analysis
    • 8.5.2 Market Size and Forecast, by Region

9: Enterprise Artificial Intelligence (AI) Market, by Services

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

10: Enterprise Artificial Intelligence (AI) Market, by Technology

  • 10.1 Market Overview
  • 10.2 Deep Learning
    • 10.2.1 Key Market Trends & Opportunity Analysis
    • 10.2.2 Market Size and Forecast, by Region
  • 10.3 Neural Networks
    • 10.3.1 Key Market Trends & Opportunity Analysis
    • 10.3.2 Market Size and Forecast, by Region
  • 10.4 Cognitive Computing
    • 10.4.1 Key Market Trends & Opportunity Analysis
    • 10.4.2 Market Size and Forecast, by Region
  • 10.5 Predictive Analytics
    • 10.5.1 Key Market Trends & Opportunity Analysis
    • 10.5.2 Market Size and Forecast, by Region
  • 10.6 Others
    • 10.6.1 Key Market Trends & Opportunity Analysis
    • 10.6.2 Market Size and Forecast, by Region

11: Enterprise Artificial Intelligence (AI) Market, by Component

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

12: Enterprise Artificial Intelligence (AI) Market, by Application

  • 12.1 Market Overview
  • 12.2 Customer Service
    • 12.2.1 Key Market Trends & Opportunity Analysis
    • 12.2.2 Market Size and Forecast, by Region
  • 12.3 Sales and Marketing
    • 12.3.1 Key Market Trends & Opportunity Analysis
    • 12.3.2 Market Size and Forecast, by Region
  • 12.4 Fraud Detection
    • 12.4.1 Key Market Trends & Opportunity Analysis
    • 12.4.2 Market Size and Forecast, by Region
  • 12.5 Risk Management
    • 12.5.1 Key Market Trends & Opportunity Analysis
    • 12.5.2 Market Size and Forecast, by Region
  • 12.6 Supply Chain Management
    • 12.6.1 Key Market Trends & Opportunity Analysis
    • 12.6.2 Market Size and Forecast, by Region
  • 12.7 Human Resources
    • 12.7.1 Key Market Trends & Opportunity Analysis
    • 12.7.2 Market Size and Forecast, by Region
  • 12.8 Manufacturing
    • 12.8.1 Key Market Trends & Opportunity Analysis
    • 12.8.2 Market Size and Forecast, by Region
  • 12.9 Healthcare
    • 12.9.1 Key Market Trends & Opportunity Analysis
    • 12.9.2 Market Size and Forecast, by Region
  • 12.10 Finance
    • 12.10.1 Key Market Trends & Opportunity Analysis
    • 12.10.2 Market Size and Forecast, by Region
  • 12.11 Others
    • 12.11.1 Key Market Trends & Opportunity Analysis
    • 12.11.2 Market Size and Forecast, by Region

13: Enterprise Artificial Intelligence (AI) Market, by Deployment

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

14: Enterprise Artificial Intelligence (AI) Market, by End User

  • 14.1 Market Overview
  • 14.2 BFSI
    • 14.2.1 Key Market Trends & Opportunity Analysis
    • 14.2.2 Market Size and Forecast, by Region
  • 14.3 Retail
    • 14.3.1 Key Market Trends & Opportunity Analysis
    • 14.3.2 Market Size and Forecast, by Region
  • 14.4 Healthcare
    • 14.4.1 Key Market Trends & Opportunity Analysis
    • 14.4.2 Market Size and Forecast, by Region
  • 14.5 Manufacturing
    • 14.5.1 Key Market Trends & Opportunity Analysis
    • 14.5.2 Market Size and Forecast, by Region
  • 14.6 Telecommunications
    • 14.6.1 Key Market Trends & Opportunity Analysis
    • 14.6.2 Market Size and Forecast, by Region
  • 14.7 Automotive
    • 14.7.1 Key Market Trends & Opportunity Analysis
    • 14.7.2 Market Size and Forecast, by Region
  • 14.8 Government
    • 14.8.1 Key Market Trends & Opportunity Analysis
    • 14.8.2 Market Size and Forecast, by Region
  • 14.9 Media and Entertainment
    • 14.9.1 Key Market Trends & Opportunity Analysis
    • 14.9.2 Market Size and Forecast, by Region
  • 14.10 Education
    • 14.10.1 Key Market Trends & Opportunity Analysis
    • 14.10.2 Market Size and Forecast, by Region
  • 14.11 Others
    • 14.11.1 Key Market Trends & Opportunity Analysis
    • 14.11.2 Market Size and Forecast, by Region

15: Enterprise Artificial Intelligence (AI) Market, by Functionality

  • 15.1 Market Overview
  • 15.2 Automation
    • 15.2.1 Key Market Trends & Opportunity Analysis
    • 15.2.2 Market Size and Forecast, by Region
  • 15.3 Data Analytics
    • 15.3.1 Key Market Trends & Opportunity Analysis
    • 15.3.2 Market Size and Forecast, by Region
  • 15.4 Virtual Assistants
    • 15.4.1 Key Market Trends & Opportunity Analysis
    • 15.4.2 Market Size and Forecast, by Region
  • 15.5 Others
    • 15.5.1 Key Market Trends & Opportunity Analysis
    • 15.5.2 Market Size and Forecast, by Region

16: Enterprise Artificial Intelligence (AI) Market, by Region

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

17: Competitive Landscape

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

18: Company Profiles

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