自然语言处理的全球市场 2024-2028

预计 2023 年至 2028 年，自然语言处理市场将成长 1,258.247 亿美元，预测期内复合年增长率为 42.93%。

该报告包括对自然语言处理市场的总体分析、市场规模和预测、趋势、成长驱动因素、挑战以及涵盖约 25 家供应商的供应商分析。

它提供了对当前市场状况、最新趋势和驱动因素以及整体市场环境的最新分析。对 NLP 应用不断增长的需求、机器学习和深度学习演算法的进步以及对自动语言处理不断增长的需求正在推动市场发展。

该研究将对话式人工智慧的进步视为未来几年推动自然语言处理市场成长的关键原因之一。此外，对可解释人工智慧的日益重视以及 NLP 与其他新兴技术的整合将带来巨大的市场需求。

目录

第一章执行摘要

• 市场概况

第二章 市场状况

• 市场生态系统
• 市场特征
• 价值链分析

第三章 市场规模评估

• 市场定义
• 细分市场分析
• 2023 年市场规模
• 2023-2028年市场展望

第四章 市场规模表现

• 2018-2022 年自然语言处理全球市场
• 2018-2022 年按成分分類的细分市场分析
• 2018-2022 年按发展分類的细分市场分析
• 2018-2022 年区域細項分析
• 2018-2022 年国家細項分析

第五章五力分析

• 五力摘要
• 买方议价能力
• 供应商的议价能力
• 新进入者的威胁
• 替代品的威胁
• 竞争威胁
• 市场状况

第六章 按组成部分的市场细分

• 市场区隔
• 比较：逐个组件
• 解决方案：2023-2028 年市场规模与预测
• 服务：2023-2028 年市场规模与预测
• 按组件分類的市场机会

第七章 按部署细分市场

• 市场区隔
• 比较：按部署
• 本地：2023-2028 年市场规模与预测
• 云端：2023-2028 年市场规模与预测
• 部署带来的市场机会

第八章 客户状况

• 客户状况概览

第九章 地区情势

• 区域细分
• 区域比较
• 北美：2023-2028 年市场规模与预测
• 亚太地区：2023-2028 年市场规模与预测
• 欧洲：2023-2028 年市场规模与预测
• 南美洲：2023-2028年市场规模与预测
• 中东和非洲：2023-2028年市场规模与预测
• 美国：2023-2028 年市场规模与预测
• 中国：2023-2028年市场规模及预测
• 德国：2023-2028年市场规模与预测
• 印度：2023-2028年市场规模与预测
• 英国：2023-2028 年市场规模与预测
• 按区域情况分類的市场机会

第十章 促进因素、挑战、机会、限制因素

• 市场驱动因素
• 市场挑战
• 驱动因素和挑战的影响
• 市场机会与限制

第十一章竞争格局

• 概述
• 竞争格局
• 混乱的情况
• 产业风险

第十二章 竞争分析

• 公司简介
• 公司市场定位
• Alphabet Inc.
• Amazon.com Inc.
• Apple Inc.
• Baidu Inc.
• Cerebras
• Hewlett Packard Enterprise Co
• Inbenta Holdings Inc.
• International Business Machines Corp.
• IQVIA Holdings Inc.
• Meta Platforms Inc.
• Microsoft Corp.
• NetBase Solutions Inc.
• Oracle Corp.
• SAS Institute Inc.

第十三章附录

The natural language processing market is forecasted to grow by USD 125824.7 mn during 2023-2028, accelerating at a CAGR of 42.93% during the forecast period. The report on the natural language processing market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by growing demand for nlp applications, advancements in machine learning and deep learning algorithms, and increasing need for automated language processing.

Technavio's natural language processing market is segmented as below:

By Component

• Solution
• Services

By Deployment

• On-premises
• Cloud

By Geographical Landscape

• North America
• APAC
• Europe
• South America
• Middle East and Africa

This study identifies the advancements in conversational ai as one of the prime reasons driving the natural language processing market growth during the next few years. Also, growing emphasis on explainable ai and integration of nlp with other emerging technologies will lead to sizable demand in the market.

The report on the natural language processing market covers the following areas:

• Natural language processing market sizing
• Natural language processing market forecast
• Natural language processing market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading natural language processing market vendors that include 3M Co., Alphabet Inc., Amazon.com Inc., Apple Inc., Baidu Inc., Cerebras, Edifecs Inc., Hewlett Packard Enterprise Co, Inbenta Holdings Inc., International Business Machines Corp., IQVIA Holdings Inc., Liveperson Inc., Meta Platforms Inc., Microsoft Corp., NetBase Solutions Inc., OpenAI L.L.C., Oracle Corp., SAP SE, SAS Institute Inc., and SoundHound AI Inc.. Also, the natural language processing market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market By Geographical Landscape
  • Executive Summary - Chart on Market Segmentation by Component
  • Executive Summary - Chart on Market Segmentation by Deployment
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Market Landscape

• 2.1 Market ecosystem
  • Parent Market
  • Data Table on - Parent Market
• 2.2 Market characteristics
  • Market characteristics analysis
• 2.3 Value chain analysis
  • Value Chain Analysis

3 Market Sizing

• 3.1 Market definition
  • Offerings of companies included in the market definition
• 3.2 Market segment analysis
  • Market segments
• 3.3 Market size 2023
• 3.4 Market outlook: Forecast for 2023-2028
  • Chart on Global - Market size and forecast 2023-2028 ($ million)
  • Data Table on Global - Market size and forecast 2023-2028 ($ million)
  • Chart on Global Market: Year-over-year growth 2023-2028 (%)
  • Data Table on Global Market: Year-over-year growth 2023-2028 (%)

4 Historic Market Size

• 4.1 Global Natural Language Processing Market 2018 - 2022
  • Historic Market Size - Data Table on Global Natural Language Processing Market 2018 - 2022 ($ million)
• 4.2 Component segment analysis 2018 - 2022
  • Historic Market Size - Component Segment 2018 - 2022 ($ million)
• 4.3 Deployment segment analysis 2018 - 2022
  • Historic Market Size - Deployment Segment 2018 - 2022 ($ million)
• 4.4 Geography segment analysis 2018 - 2022
  • Historic Market Size - Geography Segment 2018 - 2022 ($ million)
• 4.5 Country segment analysis 2018 - 2022
  • Historic Market Size - Country Segment 2018 - 2022 ($ million)

5 Five Forces Analysis

• 5.1 Five forces summary
  • Five forces analysis - Comparison between 2023 and 2028
• 5.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2023 and 2028
• 5.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2023 and 2028
• 5.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2023 and 2028
• 5.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2023 and 2028
• 5.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2023 and 2028
• 5.7 Market condition
  • Chart on Market condition - Five forces 2023 and 2028

6 Market Segmentation by Component

• 6.1 Market segments
  • Chart on Component - Market share 2023-2028 (%)
  • Data Table on Component - Market share 2023-2028 (%)
• 6.2 Comparison by Component
  • Chart on Comparison by Component
  • Data Table on Comparison by Component
• 6.3 Solution - Market size and forecast 2023-2028
  • Chart on Solution - Market size and forecast 2023-2028 ($ million)
  • Data Table on Solution - Market size and forecast 2023-2028 ($ million)
  • Chart on Solution - Year-over-year growth 2023-2028 (%)
  • Data Table on Solution - Year-over-year growth 2023-2028 (%)
• 6.4 Services - Market size and forecast 2023-2028
  • Chart on Services - Market size and forecast 2023-2028 ($ million)
  • Data Table on Services - Market size and forecast 2023-2028 ($ million)
  • Chart on Services - Year-over-year growth 2023-2028 (%)
  • Data Table on Services - Year-over-year growth 2023-2028 (%)
• 6.5 Market opportunity by Component
  • Market opportunity by Component ($ million)
  • Data Table on Market opportunity by Component ($ million)

7 Market Segmentation by Deployment

• 7.1 Market segments
  • Chart on Deployment - Market share 2023-2028 (%)
  • Data Table on Deployment - Market share 2023-2028 (%)
• 7.2 Comparison by Deployment
  • Chart on Comparison by Deployment
  • Data Table on Comparison by Deployment
• 7.3 On-premises - Market size and forecast 2023-2028
  • Chart on On-premises - Market size and forecast 2023-2028 ($ million)
  • Data Table on On-premises - Market size and forecast 2023-2028 ($ million)
  • Chart on On-premises - Year-over-year growth 2023-2028 (%)
  • Data Table on On-premises - Year-over-year growth 2023-2028 (%)
• 7.4 Cloud - Market size and forecast 2023-2028
  • Chart on Cloud - Market size and forecast 2023-2028 ($ million)
  • Data Table on Cloud - Market size and forecast 2023-2028 ($ million)
  • Chart on Cloud - Year-over-year growth 2023-2028 (%)
  • Data Table on Cloud - Year-over-year growth 2023-2028 (%)
• 7.5 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)
  • Data Table on Market opportunity by Deployment ($ million)

8 Customer Landscape

• 8.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

• 9.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2023-2028 (%)
  • Data Table on Market share By Geographical Landscape 2023-2028 (%)
• 9.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 9.3 North America - Market size and forecast 2023-2028
  • Chart on North America - Market size and forecast 2023-2028 ($ million)
  • Data Table on North America - Market size and forecast 2023-2028 ($ million)
  • Chart on North America - Year-over-year growth 2023-2028 (%)
  • Data Table on North America - Year-over-year growth 2023-2028 (%)
• 9.4 APAC - Market size and forecast 2023-2028
  • Chart on APAC - Market size and forecast 2023-2028 ($ million)
  • Data Table on APAC - Market size and forecast 2023-2028 ($ million)
  • Chart on APAC - Year-over-year growth 2023-2028 (%)
  • Data Table on APAC - Year-over-year growth 2023-2028 (%)
• 9.5 Europe - Market size and forecast 2023-2028
  • Chart on Europe - Market size and forecast 2023-2028 ($ million)
  • Data Table on Europe - Market size and forecast 2023-2028 ($ million)
  • Chart on Europe - Year-over-year growth 2023-2028 (%)
  • Data Table on Europe - Year-over-year growth 2023-2028 (%)
• 9.6 South America - Market size and forecast 2023-2028
  • Chart on South America - Market size and forecast 2023-2028 ($ million)
  • Data Table on South America - Market size and forecast 2023-2028 ($ million)
  • Chart on South America - Year-over-year growth 2023-2028 (%)
  • Data Table on South America - Year-over-year growth 2023-2028 (%)
• 9.7 Middle East and Africa - Market size and forecast 2023-2028
  • Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
  • Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
  • Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
  • Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• 9.8 US - Market size and forecast 2023-2028
  • Chart on US - Market size and forecast 2023-2028 ($ million)
  • Data Table on US - Market size and forecast 2023-2028 ($ million)
  • Chart on US - Year-over-year growth 2023-2028 (%)
  • Data Table on US - Year-over-year growth 2023-2028 (%)
• 9.9 China - Market size and forecast 2023-2028
  • Chart on China - Market size and forecast 2023-2028 ($ million)
  • Data Table on China - Market size and forecast 2023-2028 ($ million)
  • Chart on China - Year-over-year growth 2023-2028 (%)
  • Data Table on China - Year-over-year growth 2023-2028 (%)
• 9.10 Germany - Market size and forecast 2023-2028
  • Chart on Germany - Market size and forecast 2023-2028 ($ million)
  • Data Table on Germany - Market size and forecast 2023-2028 ($ million)
  • Chart on Germany - Year-over-year growth 2023-2028 (%)
  • Data Table on Germany - Year-over-year growth 2023-2028 (%)
• 9.11 India - Market size and forecast 2023-2028
  • Chart on India - Market size and forecast 2023-2028 ($ million)
  • Data Table on India - Market size and forecast 2023-2028 ($ million)
  • Chart on India - Year-over-year growth 2023-2028 (%)
  • Data Table on India - Year-over-year growth 2023-2028 (%)
• 9.12 UK - Market size and forecast 2023-2028
  • Chart on UK - Market size and forecast 2023-2028 ($ million)
  • Data Table on UK - Market size and forecast 2023-2028 ($ million)
  • Chart on UK - Year-over-year growth 2023-2028 (%)
  • Data Table on UK - Year-over-year growth 2023-2028 (%)
• 9.13 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

10 Drivers, Challenges, and Opportunity/Restraints

• 10.1 Market drivers
• 10.2 Market challenges
• 10.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2023 and 2028
• 10.4 Market opportunities/restraints

11 Competitive Landscape

• 11.1 Overview
• 11.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 11.3 Landscape disruption
  • Overview on factors of disruption
• 11.4 Industry risks
  • Impact of key risks on business

12 Competitive Analysis

• 12.1 Companies profiled
  • Companies covered
• 12.2 Market positioning of companies
  • Matrix on companies position and classification
  • 3M Co.
  • 3M Co. - Overview
  • 3M Co. - Business segments
  • 3M Co. - Key news
  • 3M Co. - Key offerings
  • 3M Co. - Segment focus
• 12.4 Alphabet Inc.
  • Alphabet Inc. - Overview
  • Alphabet Inc. - Business segments
  • Alphabet Inc. - Key offerings
  • Alphabet Inc. - Segment focus
• 12.5 Amazon.com Inc.
  • Amazon.com Inc. - Overview
  • Amazon.com Inc. - Business segments
  • Amazon.com Inc. - Key news
  • Amazon.com Inc. - Key offerings
  • Amazon.com Inc. - Segment focus
• 12.6 Apple Inc.
  • Apple Inc. - Overview
  • Apple Inc. - Business segments
  • Apple Inc. - Key news
  • Apple Inc. - Key offerings
  • Apple Inc. - Segment focus
• 12.7 Baidu Inc.
  • Baidu Inc. - Overview
  • Baidu Inc. - Business segments
  • Baidu Inc. - Key offerings
  • Baidu Inc. - Segment focus
• 12.8 Cerebras
  • Cerebras - Overview
  • Cerebras - Product / Service
  • Cerebras - Key offerings
• 12.9 Hewlett Packard Enterprise Co
  • Hewlett Packard Enterprise Co - Overview
  • Hewlett Packard Enterprise Co - Business segments
  • Hewlett Packard Enterprise Co - Key news
  • Hewlett Packard Enterprise Co - Key offerings
  • Hewlett Packard Enterprise Co - Segment focus
• 12.10 Inbenta Holdings Inc.
  • Inbenta Holdings Inc. - Overview
  • Inbenta Holdings Inc. - Product / Service
  • Inbenta Holdings Inc. - Key offerings
• 12.11 International Business Machines Corp.
  • International Business Machines Corp. - Overview
  • International Business Machines Corp. - Business segments
  • International Business Machines Corp. - Key news
  • International Business Machines Corp. - Key offerings
  • International Business Machines Corp. - Segment focus
• 12.12 IQVIA Holdings Inc.
  • IQVIA Holdings Inc. - Overview
  • IQVIA Holdings Inc. - Business segments
  • IQVIA Holdings Inc. - Key news
  • IQVIA Holdings Inc. - Key offerings
  • IQVIA Holdings Inc. - Segment focus
• 12.13 Meta Platforms Inc.
  • Meta Platforms Inc. - Overview
  • Meta Platforms Inc. - Product / Service
  • Meta Platforms Inc. - Key news
  • Meta Platforms Inc. - Key offerings
• 12.14 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
• 12.15 NetBase Solutions Inc.
  • NetBase Solutions Inc. - Overview
  • NetBase Solutions Inc. - Product / Service
  • NetBase Solutions Inc. - Key offerings
• 12.16 Oracle Corp.
  • Oracle Corp. - Overview
  • Oracle Corp. - Business segments
  • Oracle Corp. - Key news
  • Oracle Corp. - Key offerings
  • Oracle Corp. - Segment focus
• 12.17 SAS Institute Inc.
  • SAS Institute Inc. - Overview
  • SAS Institute Inc. - Product / Service
  • SAS Institute Inc. - Key news
  • SAS Institute Inc. - Key offerings

13 Appendix

• 13.1 Scope of the report
• 13.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 13.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 13.4 Research methodology
  • Research methodology
• 13.5 Data procurement
  • Information sources
• 13.6 Data validation
  • Data validation
• 13.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 13.8 Data synthesis
  • Data synthesis
• 13.9 360 degree market analysis
  • 360 degree market analysis
• 13.10 List of abbreviations
  • List of abbreviations

Exhibits:

• Exhibits1: Executive Summary - Chart on Market Overview
• Exhibits2: Executive Summary - Data Table on Market Overview
• Exhibits3: Executive Summary - Chart on Global Market Characteristics
• Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
• Exhibits5: Executive Summary - Chart on Market Segmentation by Component
• Exhibits6: Executive Summary - Chart on Market Segmentation by Deployment
• Exhibits7: Executive Summary - Chart on Incremental Growth
• Exhibits8: Executive Summary - Data Table on Incremental Growth
• Exhibits9: Executive Summary - Chart on Company Market Positioning
• Exhibits10: Parent Market
• Exhibits11: Data Table on - Parent Market
• Exhibits12: Market characteristics analysis
• Exhibits13: Value Chain Analysis
• Exhibits14: Offerings of companies included in the market definition
• Exhibits15: Market segments
• Exhibits16: Chart on Global - Market size and forecast 2023-2028 ($ million)
• Exhibits17: Data Table on Global - Market size and forecast 2023-2028 ($ million)
• Exhibits18: Chart on Global Market: Year-over-year growth 2023-2028 (%)
• Exhibits19: Data Table on Global Market: Year-over-year growth 2023-2028 (%)
• Exhibits20: Historic Market Size - Data Table on Global Natural Language Processing Market 2018 - 2022 ($ million)
• Exhibits21: Historic Market Size - Component Segment 2018 - 2022 ($ million)
• Exhibits22: Historic Market Size - Deployment Segment 2018 - 2022 ($ million)
• Exhibits23: Historic Market Size - Geography Segment 2018 - 2022 ($ million)
• Exhibits24: Historic Market Size - Country Segment 2018 - 2022 ($ million)
• Exhibits25: Five forces analysis - Comparison between 2023 and 2028
• Exhibits26: Bargaining power of buyers - Impact of key factors 2023 and 2028
• Exhibits27: Bargaining power of suppliers - Impact of key factors in 2023 and 2028
• Exhibits28: Threat of new entrants - Impact of key factors in 2023 and 2028
• Exhibits29: Threat of substitutes - Impact of key factors in 2023 and 2028
• Exhibits30: Threat of rivalry - Impact of key factors in 2023 and 2028
• Exhibits31: Chart on Market condition - Five forces 2023 and 2028
• Exhibits32: Chart on Component - Market share 2023-2028 (%)
• Exhibits33: Data Table on Component - Market share 2023-2028 (%)
• Exhibits34: Chart on Comparison by Component
• Exhibits35: Data Table on Comparison by Component
• Exhibits36: Chart on Solution - Market size and forecast 2023-2028 ($ million)
• Exhibits37: Data Table on Solution - Market size and forecast 2023-2028 ($ million)
• Exhibits38: Chart on Solution - Year-over-year growth 2023-2028 (%)
• Exhibits39: Data Table on Solution - Year-over-year growth 2023-2028 (%)
• Exhibits40: Chart on Services - Market size and forecast 2023-2028 ($ million)
• Exhibits41: Data Table on Services - Market size and forecast 2023-2028 ($ million)
• Exhibits42: Chart on Services - Year-over-year growth 2023-2028 (%)
• Exhibits43: Data Table on Services - Year-over-year growth 2023-2028 (%)
• Exhibits44: Market opportunity by Component ($ million)
• Exhibits45: Data Table on Market opportunity by Component ($ million)
• Exhibits46: Chart on Deployment - Market share 2023-2028 (%)
• Exhibits47: Data Table on Deployment - Market share 2023-2028 (%)
• Exhibits48: Chart on Comparison by Deployment
• Exhibits49: Data Table on Comparison by Deployment
• Exhibits50: Chart on On-premises - Market size and forecast 2023-2028 ($ million)
• Exhibits51: Data Table on On-premises - Market size and forecast 2023-2028 ($ million)
• Exhibits52: Chart on On-premises - Year-over-year growth 2023-2028 (%)
• Exhibits53: Data Table on On-premises - Year-over-year growth 2023-2028 (%)
• Exhibits54: Chart on Cloud - Market size and forecast 2023-2028 ($ million)
• Exhibits55: Data Table on Cloud - Market size and forecast 2023-2028 ($ million)
• Exhibits56: Chart on Cloud - Year-over-year growth 2023-2028 (%)
• Exhibits57: Data Table on Cloud - Year-over-year growth 2023-2028 (%)
• Exhibits58: Market opportunity by Deployment ($ million)
• Exhibits59: Data Table on Market opportunity by Deployment ($ million)
• Exhibits60: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• Exhibits61: Chart on Market share By Geographical Landscape 2023-2028 (%)
• Exhibits62: Data Table on Market share By Geographical Landscape 2023-2028 (%)
• Exhibits63: Chart on Geographic comparison
• Exhibits64: Data Table on Geographic comparison
• Exhibits65: Chart on North America - Market size and forecast 2023-2028 ($ million)
• Exhibits66: Data Table on North America - Market size and forecast 2023-2028 ($ million)
• Exhibits67: Chart on North America - Year-over-year growth 2023-2028 (%)
• Exhibits68: Data Table on North America - Year-over-year growth 2023-2028 (%)
• Exhibits69: Chart on APAC - Market size and forecast 2023-2028 ($ million)
• Exhibits70: Data Table on APAC - Market size and forecast 2023-2028 ($ million)
• Exhibits71: Chart on APAC - Year-over-year growth 2023-2028 (%)
• Exhibits72: Data Table on APAC - Year-over-year growth 2023-2028 (%)
• Exhibits73: Chart on Europe - Market size and forecast 2023-2028 ($ million)
• Exhibits74: Data Table on Europe - Market size and forecast 2023-2028 ($ million)
• Exhibits75: Chart on Europe - Year-over-year growth 2023-2028 (%)
• Exhibits76: Data Table on Europe - Year-over-year growth 2023-2028 (%)
• Exhibits77: Chart on South America - Market size and forecast 2023-2028 ($ million)
• Exhibits78: Data Table on South America - Market size and forecast 2023-2028 ($ million)
• Exhibits79: Chart on South America - Year-over-year growth 2023-2028 (%)
• Exhibits80: Data Table on South America - Year-over-year growth 2023-2028 (%)
• Exhibits81: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
• Exhibits82: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
• Exhibits83: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• Exhibits84: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• Exhibits85: Chart on US - Market size and forecast 2023-2028 ($ million)
• Exhibits86: Data Table on US - Market size and forecast 2023-2028 ($ million)
• Exhibits87: Chart on US - Year-over-year growth 2023-2028 (%)
• Exhibits88: Data Table on US - Year-over-year growth 2023-2028 (%)
• Exhibits89: Chart on China - Market size and forecast 2023-2028 ($ million)
• Exhibits90: Data Table on China - Market size and forecast 2023-2028 ($ million)
• Exhibits91: Chart on China - Year-over-year growth 2023-2028 (%)
• Exhibits92: Data Table on China - Year-over-year growth 2023-2028 (%)
• Exhibits93: Chart on Germany - Market size and forecast 2023-2028 ($ million)
• Exhibits94: Data Table on Germany - Market size and forecast 2023-2028 ($ million)
• Exhibits95: Chart on Germany - Year-over-year growth 2023-2028 (%)
• Exhibits96: Data Table on Germany - Year-over-year growth 2023-2028 (%)
• Exhibits97: Chart on India - Market size and forecast 2023-2028 ($ million)
• Exhibits98: Data Table on India - Market size and forecast 2023-2028 ($ million)
• Exhibits99: Chart on India - Year-over-year growth 2023-2028 (%)
• Exhibits100: Data Table on India - Year-over-year growth 2023-2028 (%)
• Exhibits101: Chart on UK - Market size and forecast 2023-2028 ($ million)
• Exhibits102: Data Table on UK - Market size and forecast 2023-2028 ($ million)
• Exhibits103: Chart on UK - Year-over-year growth 2023-2028 (%)
• Exhibits104: Data Table on UK - Year-over-year growth 2023-2028 (%)
• Exhibits105: Market opportunity By Geographical Landscape ($ million)
• Exhibits106: Data Tables on Market opportunity By Geographical Landscape ($ million)
• Exhibits107: Impact of drivers and challenges in 2023 and 2028
• Exhibits108: Overview on criticality of inputs and factors of differentiation
• Exhibits109: Overview on factors of disruption
• Exhibits110: Impact of key risks on business
• Exhibits111: Companies covered
• Exhibits112: Matrix on companies position and classification
• Exhibits113: 3M Co. - Overview
• Exhibits114: 3M Co. - Business segments
• Exhibits115: 3M Co. - Key news
• Exhibits116: 3M Co. - Key offerings
• Exhibits117: 3M Co. - Segment focus
• Exhibits118: Alphabet Inc. - Overview
• Exhibits119: Alphabet Inc. - Business segments
• Exhibits120: Alphabet Inc. - Key offerings
• Exhibits121: Alphabet Inc. - Segment focus
• Exhibits122: Amazon.com Inc. - Overview
• Exhibits123: Amazon.com Inc. - Business segments
• Exhibits124: Amazon.com Inc. - Key news
• Exhibits125: Amazon.com Inc. - Key offerings
• Exhibits126: Amazon.com Inc. - Segment focus
• Exhibits127: Apple Inc. - Overview
• Exhibits128: Apple Inc. - Business segments
• Exhibits129: Apple Inc. - Key news
• Exhibits130: Apple Inc. - Key offerings
• Exhibits131: Apple Inc. - Segment focus
• Exhibits132: Baidu Inc. - Overview
• Exhibits133: Baidu Inc. - Business segments
• Exhibits134: Baidu Inc. - Key offerings
• Exhibits135: Baidu Inc. - Segment focus
• Exhibits136: Cerebras - Overview
• Exhibits137: Cerebras - Product / Service
• Exhibits138: Cerebras - Key offerings
• Exhibits139: Hewlett Packard Enterprise Co - Overview
• Exhibits140: Hewlett Packard Enterprise Co - Business segments
• Exhibits141: Hewlett Packard Enterprise Co - Key news
• Exhibits142: Hewlett Packard Enterprise Co - Key offerings
• Exhibits143: Hewlett Packard Enterprise Co - Segment focus
• Exhibits144: Inbenta Holdings Inc. - Overview
• Exhibits145: Inbenta Holdings Inc. - Product / Service
• Exhibits146: Inbenta Holdings Inc. - Key offerings
• Exhibits147: International Business Machines Corp. - Overview
• Exhibits148: International Business Machines Corp. - Business segments
• Exhibits149: International Business Machines Corp. - Key news
• Exhibits150: International Business Machines Corp. - Key offerings
• Exhibits151: International Business Machines Corp. - Segment focus
• Exhibits152: IQVIA Holdings Inc. - Overview
• Exhibits153: IQVIA Holdings Inc. - Business segments
• Exhibits154: IQVIA Holdings Inc. - Key news
• Exhibits155: IQVIA Holdings Inc. - Key offerings
• Exhibits156: IQVIA Holdings Inc. - Segment focus
• Exhibits157: Meta Platforms Inc. - Overview
• Exhibits158: Meta Platforms Inc. - Product / Service
• Exhibits159: Meta Platforms Inc. - Key news
• Exhibits160: Meta Platforms Inc. - Key offerings
• Exhibits161: Microsoft Corp. - Overview
• Exhibits162: Microsoft Corp. - Business segments
• Exhibits163: Microsoft Corp. - Key news
• Exhibits164: Microsoft Corp. - Key offerings
• Exhibits165: Microsoft Corp. - Segment focus
• Exhibits166: NetBase Solutions Inc. - Overview
• Exhibits167: NetBase Solutions Inc. - Product / Service
• Exhibits168: NetBase Solutions Inc. - Key offerings
• Exhibits169: Oracle Corp. - Overview
• Exhibits170: Oracle Corp. - Business segments
• Exhibits171: Oracle Corp. - Key news
• Exhibits172: Oracle Corp. - Key offerings
• Exhibits173: Oracle Corp. - Segment focus
• Exhibits174: SAS Institute Inc. - Overview
• Exhibits175: SAS Institute Inc. - Product / Service
• Exhibits176: SAS Institute Inc. - Key news
• Exhibits177: SAS Institute Inc. - Key offerings
• Exhibits178: Inclusions checklist
• Exhibits179: Exclusions checklist
• Exhibits180: Currency conversion rates for US$
• Exhibits181: Research methodology
• Exhibits182: Information sources
• Exhibits183: Data validation
• Exhibits184: Validation techniques employed for market sizing
• Exhibits185: Data synthesis
• Exhibits186: 360 degree market analysis
• Exhibits187: List of abbreviations