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市场调查报告书
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全球人工智能市场：到 2028 年的预测——按解决方案、系统、其他分析

Artificial Intelligence Market Forecasts to 2028 - Global Analysis By Solution (Software, Hardware, Services, Other Solutions), System (Decision Support Processing, Fuzzy Systems, Intelligence Systems, Hybrid Systems, Other Systems) and Others
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 175+ Pages | 商品交期: 2-3个工作天内

价格

根据 Stratistics MRC 的数据，2022 年全球人工智能市场规模将达到 1182.2 亿美元，预计到 2028 年将达到 5055.1 亿美元，预测期内復合年增长率为 27.4%。

人工智能 (AI) 是对人类智能的模拟，其设备可以自动执行通常由人类使用算法执行的任务。人工智能是一个包含许多不同技术的跨学科领域，但机器学习和深度学习的发展正在引起几乎每个技术领域的范式转变。

根据Cisco Internet Report报告，2018 年连接互联网的设备总数为 184 亿，预计到 2023 年将达到 293 亿，从而使高效的信息/数据收集成为可能。根据欧洲议会 2021 年 3 月的一份报告，到 2025 年，全球产生的数据量预计将达到 175 泽字节，高于 2018 年的 33 泽字节。

市场动态

促进者

银行越来越多地采用人工智能

银行越来越多地应用人工智能，预计将支持人工智能市场的扩张。人工智能有可能显着降低银行成本的三个主要领域：前台、中台和后台。在前端，银行正在使用 AI 来简化客户识别和验证，增加人力资源，并通过语音助手而不是聊天机器人来增强客户关係并提供个性化的见解，并提供建议。除了增加对一般反洗钱 (AML) 和理解 (KYC) 的监管检查外，银行还将人工智能 (AI) 应用于其中台业务，以识别和避免取款欺诈。

抑制因素

在系统和产品中安装 AI 的初始成本很高

使用人工智能的系统开发需要很长的时间、大量的资源、熟练的人力资源和大量的资金。使用人工智能的系统开发需要使用最新更新的硬件和软件。此外，充分利用AI和ML的系统开发需要高技能的工程师，而这些工程师的薪水也很高。因此，它的生产成本非常高，并不是每个人都负担得起。

机会

数字技术和互联网的迅速传播

近年来，数字技术和互联网的迅速普及极大地助力了人工智能产业的发展。IT企业的巨额研发支出正在加速各行各业的技术发展。製造、银行和金融、医疗保健、汽车、食品和饮料、零售、物流等各种终端行业对人工智能技术的需求不断增加，将在未来几年极大地刺激全球人工智能市场的兴起。预计采取。在大多数领域，技术进步历来被高度重视。

威胁

隐私保护限制

不同的算法和数据隐私问题可能会使市场陷入困境。为了向用户提供相关结果，该系统利用了深度学习和机器学习的力量。这些技术，包括算法、推荐系统和广告技术网络，可能会将您的个人信息用于他们自己的目的。此外，人工智能算法可能会在未经用户许可的情况下根据过去的数据生成新的信息。这可能会减少消费者对这项技术的需求。

COVID-19 的影响

新型病毒 COVID-19 自出现以来以惊人的速度传播。在没有人类 COVID 疫苗或疗法的情况下，患者根据症状接受不同的治疗，最终可以立即治疗许多具有相似症状的人。医院可以与政府合作，使用人工智能来分离数据以记录患者、他们接受的药物和治疗、其他影响因素和地理位置，并管理普通人群和 COVID 患者的库存。

软件部门预计在预测期内将成为最大的部门

据推测，由于高计算能力的高比例、等距处理的可能性、信息存储容量的感知进步等，软件部门将出现有利增长。此外，该行业因其消除数据、提供实时洞察和帮助决策的能力而有望占据最大的市场份额。在预测期内，人工智能软件预计将变得更加普遍，因为企业依靠其感知和分析视觉输入的能力来得出有见地的结论。

预计医疗保健行业将在预测期内见证最高的复合年增长率

由于患者数字健康信息数据库的扩展、对个性化治疗的需求不断增加以及对降低医疗成本的兴趣日益浓厚，预计医疗保健行业在预测期内将以最快的复合年增长率增长。用于计算应用程序的硬件和技术的进步使 AI 商业化。此外，医疗保健行业的快速扩张和所产生数据的可用性使得应用人工智能来改进分析目的成为可能。

份额最高的地区

由于对人工智能的投资不断增加，亚太地区预计在预测期内将占据最大的市场份额。这种技术偏好的转变为该地区的市场增长提供了空间。此外，由于采用人工智能、提高运营效率和自动化流程，越来越多的成功初创企业正在蓬勃发展。技术发展正在使该地区的新兴经济体受益。因此，该地区为 AI 市场在预测期内的蓬勃发展留下了充足的空间。

复合年增长率最高的地区

由于联邦政府对尖端技术的战略投资支持其强大的创新生态系统，预计北美在预测期内的复合年增长率将最高。来自世界各地的有远见的科学家和企业家以及着名的研究机构也涌向这里。该地区拥有蓬勃发展的市场的有利条件，包括政府的举措和获得发达资源的机会。由于越来越多的举措，政府机构通过允许他们遵循某些特定规则来促进人工智能在各个领域的发展和商业化，从而提高了公众对基于人工智能的系统的信心。

重大发展

2022 年 7 月，Intel推出了第一套开源 AI 参考套件，专门开髮用于使 AI 在本地、云端和边缘环境中更易于访问。这些工具包为数据科学家和开发人员提供了一种更快、更轻鬆的方式来部署 AI，在製造、医疗保健、零售和其他行业中具有更高的准确性、更好的性能和更低的总实施成本。您可以学习

2019 年 12 月，Intel公司完成了对 Habana Labs Ltd 的收购。此次收购有望加强Intel公司的 AI 产品组合，并助推其在 AI 芯片市场的发力。

本报告提供的内容

  • 区域和国家级细分市场份额评估
  • 对新进入者的战略建议
  • 涵盖 2020、2021、2022、2025 和 2028 年的市场数据
  • 市场趋势（驱动因素、制约因素、机会、威胁、挑战、投资机会、建议）
  • 基于市场估计的关键业务领域的战略建议
  • 竞争格局映射关键共同趋势
  • 公司概况，包括详细战略、财务状况和近期发展
  • 映射最新技术进步的供应链趋势

免费定制服务

订阅此报告的客户将免费获得以下自定义选项之一。

  • 公司简介
    • 其他市场参与者的综合概况（最多 3 家公司）
    • 主要参与者的 SWOT 分析（最多 3 家公司）
  • 区域细分
    • 根据客户要求对主要国家的市场估计、预测和復合年增长率（注：基于可行性检查。）
  • 竞争标桿
    • 根据产品组合、地域分布和战略联盟对主要参与者进行基准测试

目录

第一章内容提要

第二章前言

  • 概述
  • 利益相关者
  • 调查范围
  • 调查方法
    • 数据挖掘
    • 数据分析
    • 数据验证
    • 研究方法
  • 研究来源
    • 主要研究来源
    • 二手研究资源
    • 假设

第三章市场趋势分析

  • 促进者
  • 抑製剂
  • 机会
  • 威胁
  • 技术分析
  • 最终用户分析
  • 新兴市场
  • COVID-19 的影响

第4章波特五力分析

  • 供应商的议价能力
  • 买方议价能力
  • 替代品的威胁
  • 新进入者的威胁
  • 竞争对手之间的竞争

5 全球人工智能市场，按解决方案

  • 软件
  • 硬件
  • 服务
  • 其他解决方案

6. 全球人工智能市场，按系统分类

  • 决策支持处理
  • 模糊系统
  • 智能係统
  • 混合系统
  • 其他系统

7. 全球人工智能市场，按技术分类

  • 机器视觉
  • 深度学习
  • 自然语言处理 (NLP)
  • 机器学习
  • 其他技术

8. 全球人工智能市场，按最终用户分类

  • 银行、金融服务和保险 (BFSI)
    • 投资/组合管理
    • 风险评估
    • 财务分析/研究
  • 零售
  • 农业
  • 法律
  • 卫生保健
    • 初步诊断
    • 机器人辅助手术
    • 医院工作流程管理
    • 更少的用药错误
    • 虚拟护理助理
    • 自动诊断成像
    • 临床试验参与者标识符
  • 汽车和交通
  • 製造业
  • 其他最终用户

第 9 章全球人工智能市场：区域

  • 北美
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 意大利
    • 法国
    • 西班牙
    • 欧洲其他地区
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳大利亚
    • 新西兰
    • 韩国
    • 亚太其他地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 其他南美洲
  • 中东和非洲
    • 沙特阿拉伯
    • 阿拉伯联合酋长国
    • 卡塔尔
    • 南非
    • 其他中东

第 10 章主要进展

  • 协议、伙伴关係、合作和合资企业
  • 收购与合併
  • 新产品发布
  • 业务拓展
  • 其他关键策略

第十一章公司简介

  • Oracle Corporation
  • Amazon Web Services, Inc.
  • Intel Corporation
  • SAP SE
  • Apple Inc.
  • Microsoft Corporation
  • Baidu, Inc.
  • Clarifai, Inc.
  • Fair Isaac Corporation（FICO）
  • IBM Corporation
  • Nvidia
  • Google LLC
  • HyperVerge, Inc.
  • BigML
Product Code: SMRC22266

According to Stratistics MRC, the Global Artificial Intelligence Market is accounted for $118.22 billion in 2022 and is expected to reach $505.51 billion by 2028 growing at a CAGR of 27.4% during the forecast period. Artificial intelligence (AI) is a simulation of human intelligence by devices that uses algorithms to automate and carry out tasks that are typically performed by humans. Although AI is a multidisciplinary discipline with many different techniques, developments in machine learning and deep learning have caused a paradigm change in almost all tech sectors.

According to the Cisco Internet Report, total devices connected to the Internet stood at 18.4 billion in 2018, which is projected to reach 29.3 billion by 2023, thereby enabling effective information/data collection. According to March 2021 report by European Parliament, the volume of data produced across the globe is anticipated to reach 175 zettabytes in 2025 from 33 zettabytes in 2018.

Market Dynamics:

Driver:

Growing adoption of AI by banks

The rising application of AI by banks is expected to support the expansion of the artificial intelligence market. The three major areas where artificial intelligence might very well help banks save money are the front office, middle office, and back office. On the front end, banks are using AI to simplify client identification and verification, augment human personnel and via chat bots but instead voice assistants, strengthen customer relationships, and provide personalised insights and recommendations. Banks are also implementing artificial intelligence (AI) in middle-office tasks to identify and avoid disbursement fraud, in addition to strengthen generally pro laundering (AML) and understand (KYC) regulatory checks.

Restraint:

High Initial cost of setting up AI in a system or product

AI-based system development takes a long time, a lot of resources, a skilled workforce, and a lot of money. AI-based system development necessitates the use of latest update hardware and software. It also necessitates highly skilled AI/ML engineers, who command a high salary. The overarching production cost is still quite high and therefore not affordable for everyone.

Opportunity:

Rapid penetration of the digital technologies and internet

The recent expansion of the global artificial intelligence industry has been considerably aided by the quick uptake of digital technologies and the internet. The massive research and development expenditures made by the IT behemoths are continually accelerating technical development across a wide range of businesses. The growing demand for artificial technology across a range of end-use industries, including manufacturing, banking & finance, healthcare, automotive, food & beverage, retail, and logistics, is anticipated to significantly fuel the rise of the global artificial intelligence market in the years to come. The majority of sectors have traditionally placed a high priority on technological advancements.

Threat:

Limitations in Protecting Privacy

With different algorithms and concerns over data privacy, the market is probably going to struggle. To give users relevant results, the system makes advantage of deep and machine learning capabilities. These technologies, which include algorithms, recommendation systems, and adtech networks, may use the user's private information for their own purposes. Furthermore, without the user's permission, artificial intelligence algorithms generate new information based on historical data. This will probably reduce consumer demand for the technology.

COVID-19 Impact

Since its emergence, COVID-19, a new strain of virus, has been dispersing at an alarming rate. Due to the lack of a human COVID vaccine or treatment, patients received a variety of treatments based on their symptoms, which finally allowed for the straightforward treatment of numerous individuals with similar symptoms. In collaboration with the government, hospitals use artificial intelligence to separate data, keep track of patients and the medications and treatments they receive, as well as other factors and geographic conditions that may affect them, in order to maintain an inventory of the general population and COVID patients.

The software segment is expected to be the largest during the forecast period

The software segment is estimated to have a lucrative growth, due to high computing power, equidistant processing potential, and sensible advancements in information storage capacity are all responsible for the high percentage. Additionally, this sector was positioned to capture the largest market share due to its capacity to eliminate data, provide real-time insights, and aid in decision-making. Over the forecast period, artificial intelligence software is expected to become more popular as businesses become more dependent on the ability to perceive and analyse visual input in order to derive insightful conclusions.

The Healthcare segment is expected to have the highest CAGR during the forecast period

The Healthcare segment is anticipated to witness the fastest CAGR growth during the forecast period, due to the expanding databases of digital patient health information, rising demand for tailored therapy, and rising interest in cutting healthcare costs. Enhanced hardware and technology capabilities for computational applications have made AI commercially available. Furthermore, applying AI for improved analytical purposes was made possible by the healthcare industry's rapid expansion and availability of created data.

Region with highest share:

Asia Pacific is projected to hold the largest market share during the forecast period owing to increasing their AI investments. This shift in preferences in favour of technology has made room for market growth in the area. Additionally, the growing start-up businesses that are thriving thanks to the implementation of AI have increased operational effectiveness and automated processes. The development of technology has benefited the region's developing economies. As a result, the area has left plenty of room is for AI market to flourish during the projection period.

Region with highest CAGR:

North America is projected to have the highest CAGR over the forecast period, owing to robust innovation ecosystem, which is supported by strategic federal investments in cutting-edge technology. Visionary scientists and entrepreneurs from around the world have also congregated here, along with renowned research institutions. A favourable climate for the market to boom in the area has been established by government initiatives and the accessibility of developed resources. As a result of the increase in initiatives, the government agencies increased public confidence in AI-based systems by allowing them to follow specific specified rules for the advancement and practical applications of AI in various fields.

Key players in the market

Some of the key players profiled in the Artificial Intelligence Market include Oracle Corporation, Amazon Web Services, Inc., Intel Corporation, SAP SE, Apple Inc., Microsoft Corporation, Baidu, Inc., Clarifai, Inc., Fair Isaac Corporation (FICO), IBM Corporation, Nvidia, Google LLC, HyperVerge, Inc., BigML.

Key Developments:

In July 2022, Intel launched the first set of open-source AI reference kits specifically developed to make AI more accessible to organizations in on-premise, cloud, and edge environments. These kits could allow data scientists and developers to learn how to deploy AI faster and more easily across manufacturing, healthcare, retail, and other industries with higher accuracy, better performance, and lower total cost of implementation.

In December 2019, Intel Corporation finished the acquisition of Habana Labs Ltd. The acquisition is anticipated to reinforce Intel Corporation's AI portfolio and push its efforts in the AI silicon market.

Solutions Covered:

  • Software
  • Hardware
  • Services
  • Other Solutions

Systems Covered:

  • Decision Support Processing
  • Fuzzy Systems
  • Intelligence Systems
  • Hybrid Systems
  • Other Systems

Technologies Covered:

  • Machine Vision
  • Deep Learning
  • Natural Language Processing (NLP)
  • Machine Learning
  • Other Technologies

End Users Covered:

  • Banking, Financial Services and Insurance (BFSI)
  • Retail
  • Agriculture
  • Law
  • Healthcare
  • Automotive & Transportation
  • Manufacturing
  • Other End Users

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2020, 2021, 2022, 2025, and 2028
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Technology Analysis
  • 3.7 End User Analysis
  • 3.8 Emerging Markets
  • 3.9 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Artificial Intelligence Market, By Solution

  • 5.1 Introduction
  • 5.2 Software
  • 5.3 Hardware
  • 5.4 Services
  • 5.5 Other Solutions

6 Global Artificial Intelligence Market, By System

  • 6.1 Introduction
  • 6.2 Decision Support Processing
  • 6.3 Fuzzy Systems
  • 6.4 Intelligence Systems
  • 6.5 Hybrid Systems
  • 6.6 Other Systems

7 Global Artificial Intelligence Market, By Technology

  • 7.1 Introduction
  • 7.2 Machine Vision
  • 7.3 Deep Learning
  • 7.4 Natural Language Processing (NLP)
  • 7.5 Machine Learning
  • 7.6 Other Technologies

8 Global Artificial Intelligence Market, By End User

  • 8.1 Introduction
  • 8.2 Banking, Financial Services and Insurance (BFSI)
    • 8.2.1 Investment/Portfolio Management
    • 8.2.2 Risk Assessment
    • 8.2.3 Financial Analysis/Research
  • 8.3 Retail
  • 8.4 Agriculture
  • 8.5 Law
  • 8.6 Healthcare
    • 8.6.1 Preliminary Diagnosis
    • 8.6.2 Robot Assisted Surgery
    • 8.6.3 Hospital Workflow Management
    • 8.6.4 Dosage Error Reduction
    • 8.6.5 Virtual Nursing Assistants
    • 8.6.6 Automated Image Diagnosis
    • 8.6.7 Clinical Trial Participant Identifier
  • 8.7 Automotive & Transportation
  • 8.8 Manufacturing
  • 8.9 Other End Users

9 Global Artificial Intelligence Market, By Geography

  • 9.1 Introduction
  • 9.2 North America
    • 9.2.1 US
    • 9.2.2 Canada
    • 9.2.3 Mexico
  • 9.3 Europe
    • 9.3.1 Germany
    • 9.3.2 UK
    • 9.3.3 Italy
    • 9.3.4 France
    • 9.3.5 Spain
    • 9.3.6 Rest of Europe
  • 9.4 Asia Pacific
    • 9.4.1 Japan
    • 9.4.2 China
    • 9.4.3 India
    • 9.4.4 Australia
    • 9.4.5 New Zealand
    • 9.4.6 South Korea
    • 9.4.7 Rest of Asia Pacific
  • 9.5 South America
    • 9.5.1 Argentina
    • 9.5.2 Brazil
    • 9.5.3 Chile
    • 9.5.4 Rest of South America
  • 9.6 Middle East & Africa
    • 9.6.1 Saudi Arabia
    • 9.6.2 UAE
    • 9.6.3 Qatar
    • 9.6.4 South Africa
    • 9.6.5 Rest of Middle East & Africa

10 Key Developments

  • 10.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 10.2 Acquisitions & Mergers
  • 10.3 New Product Launch
  • 10.4 Expansions
  • 10.5 Other Key Strategies

11 Company Profiling

  • 11.1 Oracle Corporation
  • 11.2 Amazon Web Services, Inc.
  • 11.3 Intel Corporation
  • 11.4 SAP SE
  • 11.5 Apple Inc.
  • 11.6 Microsoft Corporation
  • 11.7 Baidu, Inc.
  • 11.8 Clarifai, Inc.
  • 11.9 Fair Isaac Corporation (FICO)
  • 11.10 IBM Corporation
  • 11.11 Nvidia
  • 11.12 Google LLC
  • 11.13 HyperVerge, Inc.
  • 11.14 BigML

List of Tables

  • Table 1 Global Artificial Intelligence Market Outlook, By Region (2020-2028) ($MN)
  • Table 2 Global Artificial Intelligence Market Outlook, By Solution (2020-2028) ($MN)
  • Table 3 Global Artificial Intelligence Market Outlook, By Software (2020-2028) ($MN)
  • Table 4 Global Artificial Intelligence Market Outlook, By Hardware (2020-2028) ($MN)
  • Table 5 Global Artificial Intelligence Market Outlook, By Services (2020-2028) ($MN)
  • Table 6 Global Artificial Intelligence Market Outlook, By Other Solutions (2020-2028) ($MN)
  • Table 7 Global Artificial Intelligence Market Outlook, By System (2020-2028) ($MN)
  • Table 8 Global Artificial Intelligence Market Outlook, By Decision Support Processing (2020-2028) ($MN)
  • Table 9 Global Artificial Intelligence Market Outlook, By Fuzzy Systems (2020-2028) ($MN)
  • Table 10 Global Artificial Intelligence Market Outlook, By Intelligence Systems (2020-2028) ($MN)
  • Table 11 Global Artificial Intelligence Market Outlook, By Hybrid Systems (2020-2028) ($MN)
  • Table 12 Global Artificial Intelligence Market Outlook, By Other Systems (2020-2028) ($MN)
  • Table 13 Global Artificial Intelligence Market Outlook, By Technology (2020-2028) ($MN)
  • Table 14 Global Artificial Intelligence Market Outlook, By Machine Vision (2020-2028) ($MN)
  • Table 15 Global Artificial Intelligence Market Outlook, By Deep Learning (2020-2028) ($MN)
  • Table 16 Global Artificial Intelligence Market Outlook, By Natural Language Processing (NLP) (2020-2028) ($MN)
  • Table 17 Global Artificial Intelligence Market Outlook, By Machine Learning (2020-2028) ($MN)
  • Table 18 Global Artificial Intelligence Market Outlook, By Other Technologies (2020-2028) ($MN)
  • Table 19 Global Artificial Intelligence Market Outlook, By End User (2020-2028) ($MN)
  • Table 20 Global Artificial Intelligence Market Outlook, By Banking, Financial Services and Insurance (BFSI) (2020-2028) ($MN)
  • Table 21 Global Artificial Intelligence Market Outlook, By Investment/Portfolio Management (2020-2028) ($MN)
  • Table 22 Global Artificial Intelligence Market Outlook, By Risk Assessment (2020-2028) ($MN)
  • Table 23 Global Artificial Intelligence Market Outlook, By Financial Analysis/Research (2020-2028) ($MN)
  • Table 24 Global Artificial Intelligence Market Outlook, By Retail (2020-2028) ($MN)
  • Table 25 Global Artificial Intelligence Market Outlook, By Agriculture (2020-2028) ($MN)
  • Table 26 Global Artificial Intelligence Market Outlook, By Law (2020-2028) ($MN)
  • Table 27 Global Artificial Intelligence Market Outlook, By Healthcare (2020-2028) ($MN)
  • Table 28 Global Artificial Intelligence Market Outlook, By Preliminary Diagnosis (2020-2028) ($MN)
  • Table 29 Global Artificial Intelligence Market Outlook, By Robot Assisted Surgery (2020-2028) ($MN)
  • Table 30 Global Artificial Intelligence Market Outlook, By Hospital Workflow Management (2020-2028) ($MN)
  • Table 31 Global Artificial Intelligence Market Outlook, By Dosage Error Reduction (2020-2028) ($MN)
  • Table 32 Global Artificial Intelligence Market Outlook, By Virtual Nursing Assistants (2020-2028) ($MN)
  • Table 33 Global Artificial Intelligence Market Outlook, By Automated Image Diagnosis (2020-2028) ($MN)
  • Table 34 Global Artificial Intelligence Market Outlook, By Clinical Trial Participant Identifier (2020-2028) ($MN)
  • Table 35 Global Artificial Intelligence Market Outlook, By Automotive & Transportation (2020-2028) ($MN)
  • Table 36 Global Artificial Intelligence Market Outlook, By Manufacturing (2020-2028) ($MN)
  • Table 37 Global Artificial Intelligence Market Outlook, By Other End Users (2020-2028) ($MN)

Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.