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市場調査レポート
商品コード
1451490

自然言語処理(NLP)市場レポート:タイプ、技術、展開モード、組織規模、エンドユーザー、地域別、2024-2032

Natural Language Processing Market Report by Type, Technology, Deployment Mode, Organization Size, End User, and Region 2024-2032

出版日: | 発行: IMARC | ページ情報: 英文 141 Pages | 納期: 2~3営業日

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価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=155.76円
自然言語処理(NLP)市場レポート:タイプ、技術、展開モード、組織規模、エンドユーザー、地域別、2024-2032
出版日: 2024年03月02日
発行: IMARC
ページ情報: 英文 141 Pages
納期: 2~3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界の自然言語処理(NLP)市場規模は2023年に229億米ドルに達しました。今後、IMARC Groupは、同市場が2024年から2032年の間に22.9%の成長率(CAGR)を示し、2032年までに1,539億米ドルに達すると予測しています。

自然言語処理(NLP)とは、人工知能(AI)の一分野であり、話し言葉と書き言葉の両方で、コンピュータが人間の言葉を理解、分析、解釈できるようにするものです。コンピューターが人間のコミュニケーションを正確に認識し、それに反応できるようにするAIとアルゴリズムを使用することで、ユーザーはコンピューターと人間のような会話を直接することができます。また、ある言語から別の言語へのテキストの翻訳、音声認識の実行、大量のテキストデータのリアルタイムでの要約など、ソフトウェアプログラムの支援も行う。現在、企業は顧客サービスのチャットボット、バーチャルアシスタント、音声操作のGPSシステム、音声テキスト変換アプリ、その他のコンピューター・プログラムでNLPを幅広く活用しています。

自然言語処理(NLP)市場の動向:

NLPは、企業の顧客体験の向上、業務の合理化、ミッションクリティカルなプロセスの簡素化、全体的な生産性の向上を支援します。その結果、企業は社内外の業務を改善するためにNLPソリューションを急速に導入しています。さらに、データのデジタル化が進み、インターネットや接続デバイスの利用が増加していることも、製品需要を増大させています。このほか、画像認識や音声認識の分野における著しい進歩と相まって、高度なデータ分析に対する需要が高まっていることも、市場の成長を後押ししています。さらに、大量の生成データを処理するために、ヘルスケアやコールセンターでNLPの採用が広がっています。さらに、いくつかのソーシャル・メディア・プラットフォームでは、公開されたコンテンツを管理し、ヘイトスピーチや政治評論などの活動を監視するためにテキスト分析とNLP技術を活用しており、これが市場に有利な成長機会をもたらしています。その他にも、スマートデバイスの販売急増、様々な産業におけるNLPアプリケーションの台頭、AIへの投資の増加、音声ベースのソリューションの人気の高まりなどが、市場の成長を後押ししています。

本レポートで扱う主な質問

  • 2023年の世界の自然言語処理(NLP)市場規模は?
  • 2024-2032年の世界の自然言語処理(NLP)市場の予想成長率は?
  • 世界の自然言語処理(NLP)市場を牽引する主な要因は?
  • COVID-19が世界の自然言語処理(NLP)市場に与えた影響は?
  • 技術別世界の自然言語処理(NLP)市場の内訳は?
  • 展開モード別世界の自然言語処理(NLP)市場の内訳は?
  • 組織規模別世界の自然言語処理(NLP)市場の内訳は?
  • エンドユーザー別自然言語処理(NLP)の世界市場の内訳は?
  • 世界の自然言語処理(NLP)市場における主要地域は?
  • 世界の自然言語処理(NLP)市場における主要プレイヤー/企業は?

目次

第1章 序文

第2章 調査範囲と調査手法

  • 調査目的
  • 利害関係者
  • データソース
    • 一次情報
    • 二次情報
  • 市場推定
    • ボトムアップアプローチ
    • トップダウンアプローチ
  • 調査手法

第3章 エグゼクティブサマリー

第4章 イントロダクション

  • 概要
  • 主要産業動向

第5章 世界の自然言語処理(NLP)市場

  • 市場概要
  • 市場実績
  • COVID-19の影響
  • 市場予測

第6章 市場内訳:タイプ別

  • ハードウェア
    • 市場動向
    • 市場予測
  • ソフトウェア
    • 市場動向
    • 市場予測
  • サービス
    • 市場動向
    • 市場予測

第7章 市場内訳:技術別

  • 双方向音声応答
    • 市場動向
    • 市場予測
  • 光学式文字認識
    • 市場動向
    • 市場予測
  • テキスト解析
    • 市場動向
    • 市場予測
  • 音声分析
    • 市場動向
    • 市場予測
  • 分類とカテゴリー化
    • 市場動向
    • 市場予測
  • パターン認識と画像認識
    • 市場動向
    • 市場予測
  • その他
    • 市場動向
    • 市場予測

第8章 市場内訳:展開モード別

  • オンプレミス
    • 市場動向
    • 市場予測
  • クラウドベース
    • 市場動向
    • 市場予測

第9章 市場内訳:組織規模別

  • 大企業
    • 市場動向
    • 市場予測
  • 中小企業
    • 市場動向
    • 市場予測

第10章 市場内訳:エンドユーザー別

  • 教育市場
    • 市場動向
    • 市場予測
  • BFSI
    • 市場動向
    • 市場予測
  • ヘルスケア
    • 市場動向
    • 市場予測
  • IT・通信
    • 市場動向
    • 市場予測
  • 製造業と小売業
    • 市場動向
    • 市場予測
  • メディアとエンターテイメント
    • 市場動向
    • 市場予測
  • その他
    • 市場動向
    • 市場予測

第11章 市場内訳:地域別

  • 北米
    • 米国
      • 市場動向
      • 市場予測
    • カナダ
      • 市場動向
      • 市場予測
  • アジア太平洋
    • 中国
      • 市場動向
      • 市場予測
    • 日本
      • 市場動向
      • 市場予測
    • インド
      • 市場動向
      • 市場予測
    • 韓国
      • 市場動向
      • 市場予測
    • オーストラリア
      • 市場動向
      • 市場予測
    • インドネシア
      • 市場動向
      • 市場予測
    • その他
      • 市場動向
      • 市場予測
  • 欧州
    • ドイツ
      • 市場動向
      • 市場予測
    • フランス
      • 市場動向
      • 市場予測
    • 英国
      • 市場動向
      • 市場予測
    • イタリア
      • 市場動向
      • 市場予測
    • スペイン
      • 市場動向
      • 市場予測
    • ロシア
      • 市場動向
      • 市場予測
    • その他
      • 市場動向
      • 市場予測
  • ラテンアメリカ
    • ブラジル
      • 市場動向
      • 市場予測
    • メキシコ
      • 市場動向
      • 市場予測
    • その他
      • 市場動向
      • 市場予測
  • 中東・アフリカ地域
    • 市場動向
    • 市場内訳:国別
    • 市場予測

第12章 SWOT分析

  • 概要
  • 強み
  • 弱み
  • 機会
  • 脅威

第13章 バリューチェーン分析

第14章 ポーターのファイブフォース分析

  • 概要
  • 買い手の交渉力
  • 供給企業の交渉力
  • 競合の程度
  • 新規参入業者の脅威
  • 代替品の脅威

第15章 価格分析

第16章 競合情勢

  • 市場構造
  • 主要企業
  • 主要企業のプロファイル
    • 3M Company
    • Apple Inc.
    • FUJIFILM Holdings Corporation
    • Google LLC(Alphabet Inc.)
    • Intel Corporation
    • International Business Machines Corporation
    • Meta Platforms Inc.
    • Microsoft Corporation
    • NetBase Solutions Inc.
    • Nokia Corporation
    • SAS Institute Inc.
    • Verint Systems
図表

List of Figures

  • Figure 1: Global: Natural Language Processing Market: Major Drivers and Challenges
  • Figure 2: Global: Natural Language Processing Market: Sales Value (in Billion US$), 2018-2023
  • Figure 3: Global: Natural Language Processing Market Forecast: Sales Value (in Billion US$), 2024-2032
  • Figure 4: Global: Natural Language Processing Market: Breakup by Type (in %), 2023
  • Figure 5: Global: Natural Language Processing Market: Breakup by Technology (in %), 2023
  • Figure 6: Global: Natural Language Processing Market: Breakup by Deployment Mode (in %), 2023
  • Figure 7: Global: Natural Language Processing Market: Breakup by Organization Size (in %), 2023
  • Figure 8: Global: Natural Language Processing Market: Breakup by End User (in %), 2023
  • Figure 9: Global: Natural Language Processing Market: Breakup by Region (in %), 2023
  • Figure 10: Global: Natural Language Processing (Hardware) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 11: Global: Natural Language Processing (Hardware) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 12: Global: Natural Language Processing (Software) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 13: Global: Natural Language Processing (Software) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 14: Global: Natural Language Processing (Services) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 15: Global: Natural Language Processing (Services) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 16: Global: Natural Language Processing (Interactive Voice Response) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 17: Global: Natural Language Processing (Interactive Voice Response) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 18: Global: Natural Language Processing (Optical Character Recognition) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 19: Global: Natural Language Processing (Optical Character Recognition) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 20: Global: Natural Language Processing (Text Analytics) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 21: Global: Natural Language Processing (Text Analytics) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 22: Global: Natural Language Processing (Speech Analytics) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 23: Global: Natural Language Processing (Speech Analytics) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 24: Global: Natural Language Processing (Classification and Categorization) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 25: Global: Natural Language Processing (Classification and Categorization) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 26: Global: Natural Language Processing (Pattern and Image Recognition) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 27: Global: Natural Language Processing (Pattern and Image Recognition) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 28: Global: Natural Language Processing (Other Technologies) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 29: Global: Natural Language Processing (Other Technologies) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 30: Global: Natural Language Processing (On-premises) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 31: Global: Natural Language Processing (On-premises) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 32: Global: Natural Language Processing (Cloud-based) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 33: Global: Natural Language Processing (Cloud-based) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 34: Global: Natural Language Processing (Large Enterprises) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 35: Global: Natural Language Processing (Large Enterprises) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 36: Global: Natural Language Processing (Small and Medium-sized Enterprises) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 37: Global: Natural Language Processing (Small and Medium-sized Enterprises) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 38: Global: Natural Language Processing (Education) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 39: Global: Natural Language Processing (Education) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 40: Global: Natural Language Processing (BFSI) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 41: Global: Natural Language Processing (BFSI) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 42: Global: Natural Language Processing (Healthcare) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 43: Global: Natural Language Processing (Healthcare) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 44: Global: Natural Language Processing (IT and Telecom) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 45: Global: Natural Language Processing (IT and Telecom) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 46: Global: Natural Language Processing (Manufacturing and Retail) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 47: Global: Natural Language Processing (Manufacturing and Retail) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 48: Global: Natural Language Processing (Media and Entertainment) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 49: Global: Natural Language Processing (Media and Entertainment) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 50: Global: Natural Language Processing (Other End Users) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 51: Global: Natural Language Processing (Other End Users) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 52: North America: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 53: North America: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 54: United States: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 55: United States: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 56: Canada: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 57: Canada: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 58: Asia-Pacific: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 59: Asia-Pacific: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 60: China: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 61: China: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 62: Japan: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 63: Japan: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 64: India: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 65: India: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 66: South Korea: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 67: South Korea: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 68: Australia: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 69: Australia: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 70: Indonesia: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 71: Indonesia: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 72: Others: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 73: Others: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 74: Europe: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 75: Europe: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 76: Germany: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 77: Germany: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 78: France: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 79: France: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 80: United Kingdom: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 81: United Kingdom: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 82: Italy: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 83: Italy: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 84: Spain: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 85: Spain: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 86: Russia: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 87: Russia: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 88: Others: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 89: Others: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 90: Latin America: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 91: Latin America: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 92: Brazil: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 93: Brazil: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 94: Mexico: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 95: Mexico: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 96: Others: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 97: Others: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 98: Middle East and Africa: Natural Language Processing Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 99: Middle East and Africa: Natural Language Processing Market: Breakup by Country (in %), 2023
  • Figure 100: Middle East and Africa: Natural Language Processing Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 101: Global: Natural Language Processing Industry: SWOT Analysis
  • Figure 102: Global: Natural Language Processing Industry: Value Chain Analysis
  • Figure 103: Global: Natural Language Processing Industry: Porter's Five Forces Analysis

List of Tables

  • Table 1: Global: Natural Language Processing Market: Key Industry Highlights, 2023 and 2032
  • Table 2: Global: Natural Language Processing Market Forecast: Breakup by Type (in Million US$), 2024-2032
  • Table 3: Global: Natural Language Processing Market Forecast: Breakup by Technology (in Million US$), 2024-2032
  • Table 4: Global: Natural Language Processing Market Forecast: Breakup by Deployment Mode (in Million US$), 2024-2032
  • Table 5: Global: Natural Language Processing Market Forecast: Breakup by Organization Size (in Million US$), 2024-2032
  • Table 6: Global: Natural Language Processing Market Forecast: Breakup by End User (in Million US$), 2024-2032
  • Table 7: Global: Natural Language Processing Market Forecast: Breakup by Region (in Million US$), 2024-2032
  • Table 8: Global: Natural Language Processing Market: Competitive Structure
  • Table 9: Global: Natural Language Processing Market: Key Players
目次
Product Code: SR112024A5068

The global natural language processing (NLP) market size reached US$ 22.9 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 153.9 Billion by 2032, exhibiting a growth rate (CAGR) of 22.9% during 2024-2032.

Natural language processing, or NLP, refers to a branch of artificial intelligence (AI) that enables computers to understand, analyze and interpret human language, both spoken and written. It allows users to have human-like conversations with a computer directly by using AI and algorithms that help computers accurately recognize and respond to human communication. It also assists software programs in translating text from one language to another, performing speech recognition, and summarizing large volumes of textual data in real-time. Nowadays, businesses extensively utilize NLP in customer service chatbots, virtual assistants, voice-operated GPS systems, voice-to-text apps, and other computer programs.

Natural Language Processing (NLP) Market Trends:

NLP helps organizations enhance customer experience, streamline business operations, simplify mission-critical processes, and increase overall productivity. As a result, enterprises are rapidly adopting NLP solutions to improve their internal and external operations. Moreover, the rising digitization of data and the growing usage of the internet and connected devices are augmenting the product demand. Besides this, the escalating demand for advanced data analytics, coupled with significant advancements in the fields of image and speech recognition, is also catalyzing the market growth. Additionally, there has been widespread adoption of NLP in healthcare and call centers to handle massive volumes of generated data. Furthermore, several social media platforms are utilizing text analytics and NLP technologies to manage the published content and monitor activities, such as hate speeches and political reviews, which are providing lucrative growth opportunities to the market. Other factors, including the surging sales of smart devices, emerging NLP applications in various industries, rising investments in AI, and increasing popularity of voice-based solutions, are also driving the market growth.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global natural language processing (NLP) market report, along with forecasts at the global, regional and country level from 2024-2032. Our report has categorized the market based on type, technology, deployment mode, organization size and end user.

Breakup by Type:

Hardware

Software

Services

Breakup by Technology:

Interactive Voice Response

Optical Character Recognition

Text Analytics

Speech Analytics

Classification and Categorization

Pattern and Image Recognition

Others

Breakup by Deployment Mode:

On-premises

Cloud-based

Breakup by Organization Size:

Large Enterprises

Small and Medium-sized Enterprises

Breakup by End User:

Education

BFSI

Healthcare

IT and Telecom

Manufacturing and Retail

Media and Entertainment

Others

Breakup by Region:

North America

United States

Canada

Asia-Pacific

China

Japan

India

South Korea

Australia

Indonesia

Others

Europe

Germany

France

United Kingdom

Italy

Spain

Russia

Others

Latin America

Brazil

Mexico

Others

Middle East and Africa

Competitive Landscape:

The competitive landscape of the industry has also been examined along with the profiles of the key players being 3M Company, Apple Inc., FUJIFILM Holdings Corporation, Google LLC (Alphabet Inc.), Intel Corporation, International Business Machines Corporation, Meta Platforms Inc., Microsoft Corporation, NetBase Solutions Inc., Nokia Corporation, SAS Institute Inc. and Verint Systems.

Key Questions Answered in This Report

  • 1. What was the size of the global natural language processing (NLP) market in 2023?
  • 2. What is the expected growth rate of the global natural language processing (NLP) market during 2024-2032?
  • 3. What are the key factors driving the global natural language processing (NLP) market?
  • 4. What has been the impact of COVID-19 on the global natural language processing (NLP) market?
  • 5. What is the breakup of the global natural language processing (NLP) market based on the technology?
  • 6. What is the breakup of the global natural language processing (NLP) market based on the deployment mode?
  • 7. What is the breakup of the global natural language processing (NLP) market based on the organization size?
  • 8. What is the breakup of the global natural language processing (NLP) market based on the end user?
  • 9. What are the key regions in the global natural language processing (NLP) market?
  • 10. Who are the key players/companies in the global natural language processing (NLP) market?

Table of Contents

1 Preface

2 Scope and Methodology

  • 2.1 Objectives of the Study
  • 2.2 Stakeholders
  • 2.3 Data Sources
    • 2.3.1 Primary Sources
    • 2.3.2 Secondary Sources
  • 2.4 Market Estimation
    • 2.4.1 Bottom-Up Approach
    • 2.4.2 Top-Down Approach
  • 2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

  • 4.1 Overview
  • 4.2 Key Industry Trends

5 Global Natural Language Processing (NLP) Market

  • 5.1 Market Overview
  • 5.2 Market Performance
  • 5.3 Impact of COVID-19
  • 5.4 Market Forecast

6 Market Breakup by Type

  • 6.1 Hardware
    • 6.1.1 Market Trends
    • 6.1.2 Market Forecast
  • 6.2 Software
    • 6.2.1 Market Trends
    • 6.2.2 Market Forecast
  • 6.3 Services
    • 6.3.1 Market Trends
    • 6.3.2 Market Forecast

7 Market Breakup by Technology

  • 7.1 Interactive Voice Response
    • 7.1.1 Market Trends
    • 7.1.2 Market Forecast
  • 7.2 Optical Character Recognition
    • 7.2.1 Market Trends
    • 7.2.2 Market Forecast
  • 7.3 Text Analytics
    • 7.3.1 Market Trends
    • 7.3.2 Market Forecast
  • 7.4 Speech Analytics
    • 7.4.1 Market Trends
    • 7.4.2 Market Forecast
  • 7.5 Classification and Categorization
    • 7.5.1 Market Trends
    • 7.5.2 Market Forecast
  • 7.6 Pattern and Image Recognition
    • 7.6.1 Market Trends
    • 7.6.2 Market Forecast
  • 7.7 Others
    • 7.7.1 Market Trends
    • 7.7.2 Market Forecast

8 Market Breakup by Deployment Mode

  • 8.1 On-premises
    • 8.1.1 Market Trends
    • 8.1.2 Market Forecast
  • 8.2 Cloud-based
    • 8.2.1 Market Trends
    • 8.2.2 Market Forecast

9 Market Breakup by Organization Size

  • 9.1 Large Enterprises
    • 9.1.1 Market Trends
    • 9.1.2 Market Forecast
  • 9.2 Small and Medium-sized Enterprises
    • 9.2.1 Market Trends
    • 9.2.2 Market Forecast

10 Market Breakup by End User

  • 10.1 Education
    • 10.1.1 Market Trends
    • 10.1.2 Market Forecast
  • 10.2 BFSI
    • 10.2.1 Market Trends
    • 10.2.2 Market Forecast
  • 10.3 Healthcare
    • 10.3.1 Market Trends
    • 10.3.2 Market Forecast
  • 10.4 IT and Telecom
    • 10.4.1 Market Trends
    • 10.4.2 Market Forecast
  • 10.5 Manufacturing and Retail
    • 10.5.1 Market Trends
    • 10.5.2 Market Forecast
  • 10.6 Media and Entertainment
    • 10.6.1 Market Trends
    • 10.6.2 Market Forecast
  • 10.7 Others
    • 10.7.1 Market Trends
    • 10.7.2 Market Forecast

11 Market Breakup by Region

  • 11.1 North America
    • 11.1.1 United States
      • 11.1.1.1 Market Trends
      • 11.1.1.2 Market Forecast
    • 11.1.2 Canada
      • 11.1.2.1 Market Trends
      • 11.1.2.2 Market Forecast
  • 11.2 Asia-Pacific
    • 11.2.1 China
      • 11.2.1.1 Market Trends
      • 11.2.1.2 Market Forecast
    • 11.2.2 Japan
      • 11.2.2.1 Market Trends
      • 11.2.2.2 Market Forecast
    • 11.2.3 India
      • 11.2.3.1 Market Trends
      • 11.2.3.2 Market Forecast
    • 11.2.4 South Korea
      • 11.2.4.1 Market Trends
      • 11.2.4.2 Market Forecast
    • 11.2.5 Australia
      • 11.2.5.1 Market Trends
      • 11.2.5.2 Market Forecast
    • 11.2.6 Indonesia
      • 11.2.6.1 Market Trends
      • 11.2.6.2 Market Forecast
    • 11.2.7 Others
      • 11.2.7.1 Market Trends
      • 11.2.7.2 Market Forecast
  • 11.3 Europe
    • 11.3.1 Germany
      • 11.3.1.1 Market Trends
      • 11.3.1.2 Market Forecast
    • 11.3.2 France
      • 11.3.2.1 Market Trends
      • 11.3.2.2 Market Forecast
    • 11.3.3 United Kingdom
      • 11.3.3.1 Market Trends
      • 11.3.3.2 Market Forecast
    • 11.3.4 Italy
      • 11.3.4.1 Market Trends
      • 11.3.4.2 Market Forecast
    • 11.3.5 Spain
      • 11.3.5.1 Market Trends
      • 11.3.5.2 Market Forecast
    • 11.3.6 Russia
      • 11.3.6.1 Market Trends
      • 11.3.6.2 Market Forecast
    • 11.3.7 Others
      • 11.3.7.1 Market Trends
      • 11.3.7.2 Market Forecast
  • 11.4 Latin America
    • 11.4.1 Brazil
      • 11.4.1.1 Market Trends
      • 11.4.1.2 Market Forecast
    • 11.4.2 Mexico
      • 11.4.2.1 Market Trends
      • 11.4.2.2 Market Forecast
    • 11.4.3 Others
      • 11.4.3.1 Market Trends
      • 11.4.3.2 Market Forecast
  • 11.5 Middle East and Africa
    • 11.5.1 Market Trends
    • 11.5.2 Market Breakup by Country
    • 11.5.3 Market Forecast

12 SWOT Analysis

  • 12.1 Overview
  • 12.2 Strengths
  • 12.3 Weaknesses
  • 12.4 Opportunities
  • 12.5 Threats

13 Value Chain Analysis

14 Porters Five Forces Analysis

  • 14.1 Overview
  • 14.2 Bargaining Power of Buyers
  • 14.3 Bargaining Power of Suppliers
  • 14.4 Degree of Competition
  • 14.5 Threat of New Entrants
  • 14.6 Threat of Substitutes

15 Price Analysis

16 Competitive Landscape

  • 16.1 Market Structure
  • 16.2 Key Players
  • 16.3 Profiles of Key Players
    • 16.3.1 3M Company
      • 16.3.1.1 Company Overview
      • 16.3.1.2 Product Portfolio
      • 16.3.1.3 Financials
      • 16.3.1.4 SWOT Analysis
    • 16.3.2 Apple Inc.
      • 16.3.2.1 Company Overview
      • 16.3.2.2 Product Portfolio
      • 16.3.2.3 Financials
      • 16.3.2.4 SWOT Analysis
    • 16.3.3 FUJIFILM Holdings Corporation
      • 16.3.3.1 Company Overview
      • 16.3.3.2 Product Portfolio
      • 16.3.3.3 Financials
      • 16.3.3.4 SWOT Analysis
    • 16.3.4 Google LLC (Alphabet Inc.)
      • 16.3.4.1 Company Overview
      • 16.3.4.2 Product Portfolio
      • 16.3.4.3 Financials
      • 16.3.4.4 SWOT Analysis
    • 16.3.5 Intel Corporation
      • 16.3.5.1 Company Overview
      • 16.3.5.2 Product Portfolio
      • 16.3.5.3 Financials
      • 16.3.5.4 SWOT Analysis
    • 16.3.6 International Business Machines Corporation
      • 16.3.6.1 Company Overview
      • 16.3.6.2 Product Portfolio
      • 16.3.6.3 Financials
      • 16.3.6.4 SWOT Analysis
    • 16.3.7 Meta Platforms Inc.
      • 16.3.7.1 Company Overview
      • 16.3.7.2 Product Portfolio
      • 16.3.7.3 Financials
      • 16.3.7.4 SWOT Analysis
    • 16.3.8 Microsoft Corporation
      • 16.3.8.1 Company Overview
      • 16.3.8.2 Product Portfolio
      • 16.3.8.3 Financials
      • 16.3.8.4 SWOT Analysis
    • 16.3.9 NetBase Solutions Inc.
      • 16.3.9.1 Company Overview
      • 16.3.9.2 Product Portfolio
    • 16.3.10 Nokia Corporation
      • 16.3.10.1 Company Overview
      • 16.3.10.2 Product Portfolio
      • 16.3.10.3 Financials
      • 16.3.10.4 SWOT Analysis
    • 16.3.11 SAS Institute Inc.
      • 16.3.11.1 Company Overview
      • 16.3.11.2 Product Portfolio
      • 16.3.11.3 SWOT Analysis
    • 16.3.12 Verint Systems
      • 16.3.12.1 Company Overview
      • 16.3.12.2 Product Portfolio
      • 16.3.12.3 Financials
      • 16.3.12.4 SWOT Analysis