Global Natural Language Processing Market Growth, Share, Size, Trends and Forecast (2022 - 2028)

Segmented by Component;

Solutions - Platform and Software Tools, Services - Managed Services and Professional Services.

Segmented by Deployment Mode;

Cloud and On-Premises.

Segmented by Organization Size;

Small and Medium-sized Enterprises (SMEs) and Large Enterprise.

Segmented by Type;

Rule-Based, Statistical and Hybrid.

Segmented by Application;

Text Classification, Automatic Summarization, Machine Translation, Sentiment Analysis, Question Answering, Information Extraction and Others.

Segmented by Vertical;

Banking, Financial Services, and Insurance, Healthcare and Life Sciences, IT and Telecommunications, Retail and Ecommerce, Government and Defense, Manufacturing, Media and Entertainment, Travel and Hospitality and Others.

Segmented by Geography;

North America, Europe, Asia Pacific, Middle East and Africa and Latin America - Report Timeline (2018 - 2028).
Report ID: Rn155351682 Published Date: May, 2022 Updated Date: June, 2022

Introduction

Global Natural Language Processing Market (USD Million), 2018 - 2028

*Graph shown for illustrative purpose only, the final report will have the graph with actual data and data labels
# Global Market (USD Million), 2018 - 2028
2018 74.3
2019 88.9
2020 93.6
2021 102.1
2022 108.9
2023 127.9
2024 150.7
2025 151.0
2026 175.5
2027 184.5
2028 210.5

In the year 2021, the Global Natural Language Processing Market was valued at USD xx.x million. The size of this market is expected to increase to USD xx.x million by the year 2028, while growing at a Compounded Annual Growth Rate (CAGR) of x.x%.

  1. Introduction
    1. Research Objectives and Assumptions
    2. Research Methodology
    3. Abbreviations
  2. Market Definition & Study Scope
  3. Executive Summary
    1. Market Snapshot, By Component
    2. Market Snapshot, By Deployment Mode
    3. Market Snapshot, By Organization Size
    4. Market Snapshot, By Type
    5. Market Snapshot, By Application
    6. Market Snapshot, By Vertical
    7. Market Snapshot, By Region
    8. Market Opportunity Map
  4. Global Natural Language Processing Market Dynamics
    1. Drivers, Restraints and Opportunities
      1. Drivers
        1. Increase in Smart Device Usage
        2. Growth in the Adoption of Cloud-Based Solutions
      2. Restraints
        1. Growing use of Code-Mixed Language Resulting in Increased Complexity for Natural Language Processing Tasks
      3. Opportunities
        1. Adoption of Natural Language Processing-Based Applications to Improve Customer Service
        2. Increasing Investment in the Healthcare Industry
    2. PEST Analysis
      1. Political Analysis
      2. Economic Analysis
      3. Social Analysis
      4. Technological Analysis
    3. Porter's Analysis
      1. Bargaining Power of Suppliers
      2. Bragaining Power of Buyers
      3. Threat of Substitutes
      4. Threat of New Entrants
      5. Industry Rivalry
  5. Market Segmentation
    1. Global Natural Language Processing Market, By Component, 2020 - 2030 (USD Million)
      1. Introduction
      2. Market Share Analysis, 2022 and 2028 (%)
      3. Y-o-Y Growth Analysis, 2019 - 2028
      4. Segment Trends
        1. Solutions
          1. Introduction
          2. Market Share Analysis, 2022 and 2028 (%)
          3. Y-o-Y Growth Analysis, 2019 - 2028
          4. Segment Trends
            1. Platform
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
            2. Software Tools
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        2. Services
          1. Introduction
          2. Market Share Analysis, 2022 and 2028 (%)
          3. Y-o-Y Growth Analysis, 2019 - 2028
          4. Segment Trends
            1. Managed Services
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
            2. Professional Services
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
    2. Global Natural Language Processing Market, By Deployment Mode, 2020 - 2030 (USD Million)
      1. Introduction
      2. Market Share Analysis, 2022 and 2028 (%)
      3. Y-o-Y Growth Analysis, 2019 - 2028
      4. Segment Trends
        1. Cloud
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        2. On-Premises
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
    3. Global Natural Language Processing Market, By Organization Size, 2020 - 2030 (USD Million)
      1. Introduction
      2. Market Share Analysis, 2022 and 2028 (%)
      3. Y-o-Y Growth Analysis, 2019 - 2028
      4. Segment Trends
        1. Small and Medium-sized Enterprises (SMEs)
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        2. Large Enterprise
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
    4. Global Natural Language Processing Market, By Type, 2020 - 2030 (USD Million)
      1. Introduction
      2. Market Share Analysis, 2022 and 2028 (%)
      3. Y-o-Y Growth Analysis, 2019 - 2028
      4. Segment Trends
        1. Rule-Based
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        2. Statistical
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        3. Hybrid
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
    5. Global Natural Language Processing Market, By Application, 2020 - 2030 (USD Million)
      1. Introduction
      2. Market Share Analysis, 2022 and 2028 (%)
      3. Y-o-Y Growth Analysis, 2019 - 2028
      4. Segment Trends
        1. Text Classification
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        2. Automatic Summarization
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        3. Machine Translation
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        4. Sentiment Analysis
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        5. Question Answering
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        6. Information Extraction
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        7. Others
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
    6. Global Natural Language Processing Market, By Vertical, 2020 - 2030 (USD Million)
      1. Introduction
      2. Market Share Analysis, 2022 and 2028 (%)
      3. Y-o-Y Growth Analysis, 2019 - 2028
      4. Segment Trends
        1. Banking, Financial Services, and Insurance
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        2. Healthcare and Life Sciences
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        3. IT and Telecommunications
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        4. Retail and Ecommerce
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        5. Government and Defense
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        6. Manufacturing
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        7. Media and Entertainment
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        8. Travel and Hospitality
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
        9. Others
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, 2018 - 2028 (USD Million)
    7. Global Natural Language Processing Market, By Geography, 2020 - 2030 (USD Million)
      1. Introduction
      2. Market Share Analysis, 2022 and 2028 (%)
      3. Y-o-Y Growth Analysis, 2019 - 2028
      4. Regional Trends
        1. North America
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
          3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
          4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
          5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
          6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
          7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            1. United States
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            2. Canada
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
        2. Europe
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
          3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
          4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
          5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
          6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
          7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            1. Germany
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            2. United Kingdom
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            3. France
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            4. Italy
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            5. Spain
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            6. Rest of Europe
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
        3. Asia Pacific
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
          3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
          4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
          5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
          6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
          7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            1. Japan
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            2. China
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            3. India
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            4. Australia & New Zealand
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            5. South Korea
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            6. ASEAN (Association of South East Asian Countries)
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            7. Rest of Asia Pacific
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
        4. Middle East & Africa
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
          3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
          4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
          5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
          6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
          7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            1. GCC
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            2. Israel
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            3. South Africa
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            4. Rest of Middle East & Africa
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
        5. Latin America
          1. Introduction
          2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
          3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
          4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
          5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
          6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
          7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            1. Brazil
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            2. Mexico
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            3. Argentina
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
            4. Rest of Latin America
              1. Introduction
              2. Market Size and Forecast, and Y-o-Y Growth, By Component, 2018 - 2028 (USD Million)
              3. Market Size and Forecast, and Y-o-Y Growth, By Deployment Mode, 2018 - 2028 (USD Million)
              4. Market Size and Forecast, and Y-o-Y Growth, By Organization Size, 2018 - 2028 (USD Million)
              5. Market Size and Forecast, and Y-o-Y Growth, By Type, 2018 - 2028 (USD Million)
              6. Market Size and Forecast, and Y-o-Y Growth, By Application, 2018 - 2028 (USD Million)
              7. Market Size and Forecast, and Y-o-Y Growth, By Vertical, 2018 - 2028 (USD Million)
  6. Competitive Landscape
    1. Heat Map Analysis
    2. Company Profiles
      1. IBM
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      2. Microsoft
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      3. Google
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      4. AWS
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      5. Facebook
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      6. Apple
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      7. 3M
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      8. Intel
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      9. SAS Institute
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      10. Baidu
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      11. Inbenta Technologies
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      12. Veritone
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      13. Dolbey
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      14. Narrative Science
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      15. Bitext
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      16. Health Fidelity
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      17. Linguamatics
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      18. Conversica
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      19. SparkCognition
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
      20. Automated Insights
        1. Company Overview and Product Portfolio
        2. Key Developments
        3. Financial Overview
        4. Strategies
        5. Company SWOT Analysis
  7. Analyst Views
  8. Future Outlook of the Market

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