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市场调查报告书
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1889373

2025年人工智慧(AI)赋能的电子病患报告结果(ePRO)分析全球市场报告

Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Global Market Report 2025

出版日期: | 出版商: The Business Research Company | 英文 250 Pages | 商品交期: 2-10个工作天内

价格
简介目录

近年来,利用人工智慧(AI)进行电子病患报告结果(ePRO)分析的市场规模迅速扩大,预计将从2024年的15.8亿美元成长到2025年的18.3亿美元,复合年增长率(CAGR)为15.8%。这一增长归因于医疗保健领域投资的增加、对病人参与的日益重视、数位健康技术的日益普及、临床试验活动的扩大以及对真实世界数据(RWE)需求的增加等因素。

人工智慧 (AI) 赋能的电子病患报告结果 (ePRO) 分析市场预计将在未来几年内快速成长,到 2029 年达到 32.5 亿美元,复合年增长率 (CAGR) 为 15.5%。预测期内的成长要素包括:对即时患者数据的需求不断增长、对以患者为中心的临床试验的日益重视、分散式和混合临床试验模式的普及、医疗基础设施的快速数位化以及远距远端医疗和远端患者监护的日益普及。预测期内的主要趋势包括:将人工智慧 (AI) 整合到高级分析中、行动医疗感测器的技术进步、穿戴式装置的创新、人工智慧在穿戴式装置中的应用以及行动医疗感测器技术的持续发展。

远端医疗和远端患者监护的日益普及预计将在未来几年推动人工智慧 (AI) 驱动的电子病患报告结果 (ePRO) 分析市场的成长。远端医疗是指透过数位通讯技术提供医疗服务,远端患者监护是指使用连网设备和感测器持续收集和分析患者健康数据。这些技术的日益普及源于人们对便利、可近和及时的医疗服务的需求。对数位健康平台的日益依赖正在加速先进工具的采用,这些工具能够实现临床研究中即时患者数据的收集和自动化洞察生成。这一趋势透过促进持续、高品质的数据收集和智慧分析,支持了 AI 驱动的 ePRO 分析市场的扩张。例如,英国国家医疗服务体系 (NHS) 宣布,2023 年 12 月的月度数位互动显着增长,应用程式用户达到 3,360 万,月度登入量比前一年增长了 54%。这反映了数位医疗保健参与方式的广泛接受度。因此,远端医疗和远端患者监护的广泛应用正在推动基于人工智慧的电子病人报告结局(ePRO)分析市场的成长。

人工智慧驱动的电子患者报告结局(ePRO)分析市场的主要企业正在推出创新技术,例如人工智慧赋能的报告功能,以提高数据准确性、加速临床洞察并简化临床试验决策流程。人工智慧赋能的报告功能利用人工智慧自动分析、解读和视觉化复杂的资料集,从而提供快速、精准的洞察,为知情决策提供支援。例如,总部位于美国的临床试验技术供应商 Medrio 于 2025 年 1 月在其临床数据管理系统/电子数据采集(CDMS/EDC)系统中发布了人工智慧赋能的报告功能。此功能简化了管理大量临床试验数据的研究团队的数据探索流程,并且由于直接整合到核心 EDC/CDMS 平台中,无需单独的报告工具​​。 Medrio 的早期采用者计划(包括申办方和合约研究组织 (CRO))指南了该功能的开发,以确保其与实际临床试验工作流程相契合。

目录

第一章执行摘要

第二章 市场特征

第三章 市场趋势与策略

第四章 市场:宏观经济情景,包括利率、通货膨胀、地缘政治、贸易战和关税,以及新冠疫情及其復苏对市场的影响

第五章 全球成长分析与策略分析框架

  • 全球人工智慧 (AI) 赋能的电子病患报告结果 (ePRO) 分析:PESTEL 分析(政治、社会、技术、环境、法律因素、驱动因素和限制因素)
  • 终端用户产业分析
  • 全球人工智慧(AI)赋能的电子病患报告结果(ePRO)分析市场:成长率分析
  • 全球人工智慧(AI)赋能的电子病患报告结果(ePRO)分析市场表现:规模与成长,2019-2024年
  • 全球人工智慧 (AI) 赋能的电子病患报告结果 (ePRO) 分析市场预测:规模和成长,2024-2029 年,2034 年预测
  • 全球人工智慧 (AI) 赋能的电子病患报告结果 (ePRO) 分析:潜在市场规模 (TAM)

第六章 市场细分

  • 全球人工智慧 (AI) 赋能的电子病患报告结果 (ePRO) 分析市场:按组件划分,实际值和预测值,2019-2024 年、2024-2029 年预测值、2034 年预测值
  • 软体
  • 硬体
  • 服务
  • 全球人工智慧 (AI) 赋能的电子病患报告结果 (ePRO) 分析市场:按应用领域划分,实际结果和预测,2019-2024 年、2024-2029 年预测、2034 年预测
  • 临床试验
  • 病患监测
  • 疾病管理
  • 药物研发
  • 其他用途
  • 全球人工智慧 (AI) 赋能的电子病患报告结果 (ePRO) 分析市场:按部署模式、实际结果和预测划分,2019-2024 年、2024-2029 年预测、2034 年预测
  • 本地部署
  • 全球人工智慧 (AI) 赋能的电子病患报告结果 (ePRO) 分析市场:按最终使用者划分,实际值和预测值,2019-2024 年、2024-2029 年预测值、2034 年预测值
  • 製药公司
  • 合约研究机构
  • 医院和诊所
  • 学术研究机构
  • 其他最终用户
  • 全球人工智慧 (AI) 赋能的电子病患报告结果 (ePRO) 分析市场:按软体、类型、实际值和预测值细分,2019-2024 年、2024-2029 年预测值、2034 年预测值
  • 资料整合和管理工具
  • 人工智慧和机器学习演算法
  • 报告和视觉化平台
  • 行动和网路应用程式
  • 资料安全与合规解决方案
  • 全球人工智慧 (AI) 赋能的电子病患报告结果 (ePRO) 分析市场:按硬体、类型、实际值和预测值细分,2019-2024 年、2024-2029 年预测值、2034 年预测值
  • 智慧型手机和平板电脑
  • 穿戴式健康设备
  • 病患监测感测器
  • 资料储存伺服器
  • 网路与连网设备
  • 全球人工智慧 (AI) 赋能的电子病患报告结果 (ePRO) 分析市场:按服务、类型、实际结果和预测进行细分,2019-2024 年、2024-2029 年预测、2034 年预测
  • 实施和整合服务
  • 咨询和策略服务
  • 培训和支援服务
  • 数据分析和报告服务
  • 维护和升级服务

第七章 区域和国家分析

  • 全球人工智慧 (AI) 赋能的电子病患报告结果 (ePRO) 分析市场:区域分析、表现及预测,2019-2024 年、2024-2029 年预测、2034 年预测
  • 全球人工智慧 (AI) 赋能的电子病患报告结果 (ePRO) 分析市场:国家、实际结果和预测,2019-2024 年、2024-2029 年预测、2034 年预测

第八章 亚太市场

第九章:中国市场

第十章 印度市场

第十一章 日本市场

第十二章:澳洲市场

第十三章 印尼市场

第十四章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章:德国市场

第十八章:法国市场

第十九章:义大利市场

第二十章:西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章:加拿大市场

第26章 南美洲市场

第27章:巴西市场

第28章 中东市场

第29章:非洲市场

第三十章:竞争格局与公司概况

  • 人工智慧(AI)赋能的电子病患报告结果(ePRO)分析市场:竞争格局
  • 人工智慧(AI)赋能的电子病患报告结果(ePRO)分析市场:公司概况
    • Oracle Health Sciences Overview, Products and Services, Strategy and Financial Analysis
    • IQVIA Inc. Overview, Products and Services, Strategy and Financial Analysis
    • Parexel International Corporation Overview, Products and Services, Strategy and Financial Analysis
    • Veeva Systems Inc. Overview, Products and Services, Strategy and Financial Analysis
    • Elekta AB Kaiku Health Overview, Products and Services, Strategy and Financial Analysis

第31章:其他领先和创新企业

  • Clario Inc.
  • Medidata Solutions Inc.
  • Signant Health
  • eClinical Solutions LLC
  • Medable Inc.
  • YPrime LLC
  • Kayentis SAS
  • uMotif Limited
  • Clinical Ink Inc.
  • Curebase Inc.
  • AiCure LLC
  • Climedo Health GmbH
  • Datacubed Health Inc.
  • OpenClinica LLC
  • Castor EDC BV

第32章 全球市场竞争基准化分析与仪錶板

第33章 重大併购

第34章 近期市场趋势

第35章:高潜力市场国家、细分市场与策略

  • 2029年人工智慧(AI)赋能的电子病患报告结果(ePRO)分析市场:提供新机会的国家
  • 2029年人工智慧(AI)赋能的电子病患报告结果(ePRO)分析市场:提供新机会的细分市场
  • 2029年人工智慧(AI)赋能的电子病患报告结果(ePRO)分析市场:成长策略
    • 基于市场趋势的策略
    • 竞争对手策略

第36章附录

简介目录
Product Code: r40002

Electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) refers to the use of AI technologies to collect, process, and interpret patient-reported data captured digitally, including symptoms, treatment experiences, quality of life, and medication adherence. AI enhances ePRO systems by uncovering patterns, predicting health risks, personalizing interventions, and providing actionable insights for clinicians, researchers, and care teams. This approach improves data accuracy, enables earlier issue detection, supports clinical decision-making, and boosts patient engagement in healthcare and clinical trials.

The main components of electronic patient-reported outcomes (ePRO) analytics with AI include software, hardware, and services. ePRO analytics software with AI consists of digital platforms that gather patient-reported information-such as symptoms, side effects, treatment responses, and quality-of-life metrics-and apply AI algorithms to analyze and interpret the data. The solution can be deployed through on-premises or cloud-based models, providing flexible data management options. It is used in clinical trials, patient monitoring, and other healthcare processes, serving end users such as pharmaceutical companies, contract research organizations, hospitals and clinics, academic and research institutions, and other healthcare organizations.

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report's Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

The sudden escalation of U.S. tariffs and the consequent trade frictions in spring 2025 are severely impacting the healthcare sector, particularly in the supply of critical medical devices, diagnostic equipment, and pharmaceuticals. Hospitals and healthcare providers are facing higher costs for imported surgical instruments, imaging equipment, and consumables such as syringes and catheters, many of which have limited domestic alternatives. These increased costs are straining healthcare budgets, leading some providers to delay equipment upgrades or pass on expenses to patients. Additionally, tariffs on raw materials and components are disrupting the production of essential drugs and devices, causing supply chain bottlenecks. In response, the industry is diversifying sourcing strategies, boosting local manufacturing where possible, and advocating for tariff exemptions on life-saving medical products.

The electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) market research report is one of a series of new reports from The Business Research Company that provides electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) market statistics, including electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) industry global market size, regional shares, competitors with an electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) market share, detailed electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) market segments, market trends and opportunities, and any further data you may need to thrive in the electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) industry. This electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) market size has grown rapidly in recent years. It will grow from $1.58 billion in 2024 to $1.83 billion in 2025 at a compound annual growth rate (CAGR) of 15.8%. Growth in the historic period can be attributed to rising investments in healthcare, an increased focus on patient engagement, strong adoption of digital health technologies, expanding clinical trial activity, and growing demand for real-world evidence (RWE).

The electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) market size is expected to see rapid growth in the next few years. It will grow to $3.25 billion in 2029 at a compound annual growth rate (CAGR) of 15.5%. Growth in the forecast period can be linked to increasing demand for real-time patient data, a greater emphasis on patient-centric clinical trials, the surge in decentralized and hybrid clinical trial models, rapid digitalization of healthcare infrastructure, and wider acceptance of telemedicine and remote patient monitoring. Major trends expected during the forecast period include the integration of artificial intelligence for advanced analytics, technological advancements in mobile health sensors, innovations in wearable devices, the use of AI in wearables, and continued progress in mobile health sensor technologies.

The increasing acceptance of telemedicine and remote patient monitoring is expected to drive growth in the electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) market in the coming years. Telemedicine involves delivering healthcare services through digital communication technologies, while remote patient monitoring entails the continuous collection and analysis of patient health data via connected devices and sensors. The growing use of these technologies is fueled by the demand for convenient, accessible, and timely care. Rising reliance on digital health platforms has accelerated the adoption of advanced tools that enable real-time patient data capture and automated insights in clinical research. This trend supports the expansion of the ePRO analytics with AI market by facilitating continuous, high-quality data collection and intelligent analysis. For example, in December 2023, the UK's National Health Service reported a significant increase in monthly digital interactions, with 33.6 million app users and a 54% rise in monthly logins compared to the previous year, reflecting broader acceptance of digital healthcare engagement. Thus, the growing adoption of telemedicine and remote patient monitoring is propelling the growth of the ePRO analytics with AI market.

Key companies in the ePRO analytics with AI market are introducing innovations such as AI-enabled reporting to improve data accuracy, accelerate clinical insights, and streamline decision-making in clinical trials. AI-enabled reporting uses artificial intelligence to automatically analyze, interpret, and visualize complex datasets, providing faster and more precise insights for informed decision-making. For instance, in January 2025, Medrio, a U.S.-based clinical trial technology provider, launched AI-enabled reporting within its clinical data management system/electronic data capture (CDMS/EDC). This feature simplifies data exploration for study teams managing large volumes of clinical trial data and is embedded directly into the core EDC/CDMS platform, reducing the need for separate reporting tools. Medrio's early adopter program, involving sponsors and CROs, guided feature development to ensure its relevance to real-world trial workflows.

In May 2024, Eli Lilly and Company, a U.S.-based global pharmaceutical firm, acquired Aparito Limited for an undisclosed amount to enhance its digital health and AI-driven ePRO capabilities. The acquisition aimed to strengthen Eli Lilly's capabilities in digital health, decentralized clinical trials, and patient-centric data collection by integrating Aparito's advanced ePRO and AI analytics technologies into its R&D processes. This supports Eli Lilly's strategy to improve clinical trial efficiency and patient engagement through real-time digital monitoring and data-driven insights. Aparito Limited, based in the U.K., provides electronic patient-reported outcomes and digital health solutions leveraging artificial intelligence, machine learning, and wearable technology to remotely capture and analyze patient data through its Atom5 platform.

Major companies operating in the electronic patient-reported outcomes (epro) analytics with artificial intelligence (ai) market are Oracle Health Sciences, IQVIA Inc., Parexel International Corporation, Veeva Systems Inc., Elekta AB Kaiku Health, Clario Inc., Medidata Solutions Inc., Signant Health, eClinical Solutions LLC, Medable Inc., YPrime LLC, Kayentis SAS, uMotif Limited, Clinical Ink Inc., Curebase Inc., AiCure LLC, Climedo Health GmbH, Datacubed Health Inc., OpenClinica LLC, Castor EDC BV

North America was the largest region in the electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) market consists of revenues earned by entities by providing services such as artificial intelligence (AI)-enabled electronic patient-reported outcomes (ePRO) platform integration, data analytics and visualization, patient engagement and support, regulatory compliance consulting, system maintenance, and technical support. The market value includes the value of related goods sold by the service provider or included within the service offering. The electronic patient-reported outcomes (ePRO) analytics with artificial intelligence (AI) market also includes sales of artificial intelligence (AI)-powered electronic patient-reported outcomes (ePRO) software platform, mobile electronic patient-reported outcomes (ePRO) data collection app, cloud-based electronic patient-reported outcomes (ePRO) analytics dashboard, wearable-integrated patient monitoring tool, and artificial intelligence (AI)-driven clinical trial reporting system. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on electronic patient-reported outcomes (epro) analytics with artificial intelligence (ai) market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for electronic patient-reported outcomes (epro) analytics with artificial intelligence (ai) ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward, including technological disruption, regulatory shifts, and changing consumer preferences? The electronic patient-reported outcomes (epro) analytics with artificial intelligence (ai) market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

  • Markets Covered:1) By Component: Software; Hardware; Services
  • 2) By Application: Clinical Trials; Patient Monitoring; Other Applications
  • 3) By Deployment Mode: On-Premises; Cloud
  • 4) By End-User: Pharmaceutical Companies; Contract Research Organizations; Hospitals and Clinics; Academic and Research Institutes; Other end Users
  • Subsegments:
  • 1) By Software: Data Integration And Management Tools; Artificial Intelligence And Machine Learning Algorithms; Reporting And Visualization Platforms; Mobile And Web Applications; Data Security And Compliance Solutions
  • 2) By Hardware: Smartphones And Tablets; Wearable Health Devices; Patient Monitoring Sensors; Data Storage Servers; Networking And Connectivity Devices
  • 3) By Services: Implementation And Integration Services; Consulting And Strategy Services; Training And Support Services; Data Analytics And Reporting Services; Maintenance And Upgradation Services
  • Companies Mentioned: Oracle Health Sciences; IQVIA Inc.; Parexel International Corporation; Veeva Systems Inc.; Elekta AB Kaiku Health; Clario Inc.; Medidata Solutions Inc.; Signant Health; eClinical Solutions LLC; Medable Inc.; YPrime LLC; Kayentis SAS; uMotif Limited; Clinical Ink Inc.; Curebase Inc.; AiCure LLC; Climedo Health GmbH; Datacubed Health Inc.; OpenClinica LLC; Castor EDC BV
  • Countries:

Table of Contents

1. Executive Summary

2. Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Characteristics

3. Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Trends And Strategies

4. Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

  • 4.1. Supply Chain Impact from Tariff War & Trade Protectionism

5. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Growth Analysis And Strategic Analysis Framework

  • 5.1. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
  • 5.2. Analysis Of End Use Industries
  • 5.3. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Growth Rate Analysis
  • 5.4. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
  • 5.5. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
  • 5.6. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Total Addressable Market (TAM)

6. Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Segmentation

  • 6.1. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Software
  • Hardware
  • Services
  • 6.2. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Clinical Trials
  • Patient Monitoring
  • Disease Management
  • Drug Development
  • Other Applications
  • 6.3. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • On-Premises
  • Cloud
  • 6.4. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Pharmaceutical Companies
  • Contract Research Organizations
  • Hospitals and Clinics
  • Academic and Research Institutes
  • Other end Users
  • 6.5. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Data Integration And Management Tools
  • Artificial Intelligence And Machine Learning Algorithms
  • Reporting And Visualization Platforms
  • Mobile And Web Applications
  • Data Security And Compliance Solutions
  • 6.6. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Sub-Segmentation Of Hardware, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Smartphones And Tablets
  • Wearable Health Devices
  • Patient Monitoring Sensors
  • Data Storage Servers
  • Networking And Connectivity Devices
  • 6.7. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Implementation And Integration Services
  • Consulting And Strategy Services
  • Training And Support Services
  • Data Analytics And Reporting Services
  • Maintenance And Upgradation Services

7. Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Regional And Country Analysis

  • 7.1. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 7.2. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 8.1. Asia-Pacific Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.3. Asia-Pacific Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.4. Asia-Pacific Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 9.1. China Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Overview
  • 9.2. China Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.3. China Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.4. China Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 10.1. India Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.2. India Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.3. India Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 11.1. Japan Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Overview
  • 11.2. Japan Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.3. Japan Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.4. Japan Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 12.1. Australia Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.2. Australia Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.3. Australia Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 13.1. Indonesia Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.2. Indonesia Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.3. Indonesia Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 14.1. South Korea Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Overview
  • 14.2. South Korea Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.3. South Korea Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.4. South Korea Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 15.1. Western Europe Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Overview
  • 15.2. Western Europe Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.3. Western Europe Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.4. Western Europe Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 16.1. UK Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.2. UK Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.3. UK Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 17.1. Germany Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.2. Germany Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.3. Germany Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 18.1. France Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.2. France Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.3. France Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 19.1. Italy Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.2. Italy Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.3. Italy Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 20.1. Spain Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.2. Spain Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.3. Spain Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 21.1. Eastern Europe Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Overview
  • 21.2. Eastern Europe Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.3. Eastern Europe Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.4. Eastern Europe Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 22.1. Russia Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.2. Russia Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.3. Russia Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 23.1. North America Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Overview
  • 23.2. North America Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.3. North America Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.4. North America Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 24.1. USA Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Overview
  • 24.2. USA Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.3. USA Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.4. USA Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 25.1. Canada Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Overview
  • 25.2. Canada Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.3. Canada Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.4. Canada Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 26.1. South America Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Overview
  • 26.2. South America Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.3. South America Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.4. South America Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 27.1. Brazil Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.2. Brazil Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.3. Brazil Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 28.1. Middle East Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Overview
  • 28.2. Middle East Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.3. Middle East Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.4. Middle East Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

  • 29.1. Africa Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Overview
  • 29.2. Africa Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.3. Africa Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.4. Africa Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Competitive Landscape And Company Profiles

  • 30.1. Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Competitive Landscape
  • 30.2. Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Company Profiles
    • 30.2.1. Oracle Health Sciences Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.2. IQVIA Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.3. Parexel International Corporation Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.4. Veeva Systems Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.5. Elekta AB Kaiku Health Overview, Products and Services, Strategy and Financial Analysis

31. Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Other Major And Innovative Companies

  • 31.1. Clario Inc.
  • 31.2. Medidata Solutions Inc.
  • 31.3. Signant Health
  • 31.4. eClinical Solutions LLC
  • 31.5. Medable Inc.
  • 31.6. YPrime LLC
  • 31.7. Kayentis SAS
  • 31.8. uMotif Limited
  • 31.9. Clinical Ink Inc.
  • 31.10. Curebase Inc.
  • 31.11. AiCure LLC
  • 31.12. Climedo Health GmbH
  • 31.13. Datacubed Health Inc.
  • 31.14. OpenClinica LLC
  • 31.15. Castor EDC BV

32. Global Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

34. Recent Developments In The Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market

35. Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market High Potential Countries, Segments and Strategies

  • 35.1 Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market In 2029 - Countries Offering Most New Opportunities
  • 35.2 Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market In 2029 - Segments Offering Most New Opportunities
  • 35.3 Electronic Patient-Reported Outcomes (ePRO) Analytics With Artificial Intelligence (AI) Market In 2029 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer