自然語言處理的全球市場 2024-2028

預計 2023 年至 2028 年，自然語言處理市場將成長 1,258.247 億美元，預測期內複合年成長率為 42.93%。

該報告包括對自然語言處理市場的總體分析、市場規模和預測、趨勢、成長促進因素、挑戰以及涵蓋約 25 家供應商的供應商分析。

它提供了對當前市場狀況、最新趨勢和促進因素以及整體市場環境的最新分析。對 NLP 應用不斷成長的需求、機器學習和深度學習演算法的進步以及對自動語言處理不斷成長的需求正在推動市場發展。

該研究將對話式人工智慧的進步視為未來幾年推動自然語言處理市場成長的關鍵原因之一。此外，對可解釋人工智慧的日益重視以及 NLP 與其他新興技術的整合將帶來巨大的市場需求。

目錄

第1章執行摘要

• 市場概況

第2章 市場狀況

• 市場生態系統
• 市場特徵
• 價值鏈分析

第3章 市場規模評估

• 市場定義
• 細分市場分析
• 2023 年市場規模
• 2023-2028年市場展望

第4章 市場規模表現

• 2018-2022 年自然語言處理全球市場
• 2018-2022 年按成分分類的細分市場分析
• 2018-2022 年按發展分類的細分市場分析
• 2018-2022 年區域細分分析
• 2018-2022 年國家細分分析

第5章五力分析

• 五力摘要
• 買方議價能力
• 供應商的議價能力
• 新進入者的威脅
• 替代品的威脅
• 競爭威脅
• 市場狀況

第6章 按組成部分的市場細分

• 市場區隔
• 比較：逐個組件
• 解決方案：2023-2028 年市場規模與預測
• 服務：2023-2028 年市場規模與預測
• 按組件分類的市場機會

第7章 按部署細分市場

• 市場區隔
• 比較：按部署
• 本地：2023-2028 年市場規模與預測
• 雲端：2023-2028 年市場規模與預測
• 部署帶來的市場機會

第8章 客戶狀況

• 客戶狀況概覽

第9章 地區情勢

• 區域細分
• 區域比較
• 北美：2023-2028 年市場規模與預測
• 亞太地區：2023-2028 年市場規模與預測
• 歐洲：2023-2028 年市場規模與預測
• 南美洲：2023-2028年市場規模與預測
• 中東和非洲：2023-2028年市場規模與預測
• 美國：2023-2028 年市場規模與預測
• 中國：2023-2028年市場規模及預測
• 德國：2023-2028年市場規模與預測
• 印度：2023-2028年市場規模與預測
• 英國：2023-2028 年市場規模與預測
• 按區域情況分類的市場機會

第10章 促進因素、挑戰、機會、限制因素

• 市場促進因素
• 市場挑戰
• 促進因素和挑戰的影響
• 市場機會與限制

第11章競爭格局

• 概述
• 競爭格局
• 混亂的情況
• 產業風險

第12章 競爭分析

• 公司簡介
• 公司市場定位
• 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13章附錄

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