自然言語処理の市場規模、シェア、予測、動向の分析：提供内容、組織規模、用途、分野、地域-2031年までの世界予測

「自然言語処理市場：提供内容別（ソリューション、サービス）、組織規模別、用途別（感情分析、チャットボット・バーチャルアシスタント、その他）、分野別（IT・通信、BFSI、小売・eコマース、その他）、地域別-2031年までの予測」と題するこの調査レポートは、主要5地域の自然言語処理 (NLP) 市場を詳細に分析し、現在の市場動向、市場規模、市場シェア、最近の動向、2031年までの予測に重点を置いています。

自然言語処理市場は、2024年から2031年までのCAGR29.2%で、2031年までに1,649億米ドルに達すると予測されています。

同市場の成長を牽引しているのは、スマートデバイスの普及拡大、カスタマーサポート向けNLPベースアプリケーションの需要拡大、コールセンターにおけるNLPツール需要の高まりといった要因です。しかし、NLP技術の発展には限界があり、市場の成長を抑制しています。

さらに、クラウドベースの技術の急速な採用と医療分野でのNLPの利用拡大は、市場成長の機会を提供すると期待されています。さらに、データプライバシーとセキュリティの懸念が市場成長の課題となっています。

さらに、仮想アシスタント・チャットボットの採用、音声分析ソリューションの需要の高まりは、自然言語処理市場の顕著な動向です。

目次

第1章 イントロダクション

第2章 調査手法

第3章 エグゼクティブサマリー

• 市場概要
• 市場分析：提供内容別
• 市場分析：組織規模別
• 市場分析：用途別
• 市場分析：分野別
• 競合分析

第4章 市場洞察

• 概要
• 市場成長に影響を与える要因
  • 促進要因
    • スマートデバイスの普及
    • カスタマーサポートにおけるNLPベースのアプリケーションに対する需要の高まり
    • コールセンターにおけるNLPツール需要の高まり
  • 抑制要因
    • NLP技術開発の限界
  • 機会
    • クラウドベースのテクノロジーの急速な採用
    • 医療分野におけるNLPの利用拡大
  • 課題
    • データのプライバシーとセキュリティに関する懸念
• 動向
  • バーチャルアシスタントとチャットボットの採用増加
  • 音声分析ソリューションへの需要の高まり
• 導入事例
• ベンダー選定基準/購入決定に影響を与える要因
• ポーターのファイブフォース分析
• 主要企業の展開動向と価格モデル

第5章 自然言語処理市場の評価：提供内容別

• 概要
• ソリューション
  • 光学式文字認識 (OCR) ソリューション
  • 対話型音声応答 (IVR) システム
  • オートコーディングシステム
  • 文書分析ソリューション
  • 音声分析ソリューション
  • シミュレーション・モデリングソリューション
  • 顧客体験管理ソリューション
  • デジタルアシスタント・チャットボット
  • その他のNLPソリューション
• サービス
  • プロフェッショナルサービス
  • マネージドサービス

第6章 自然言語処理市場の評価：組織規模別

• 概要
• 大企業
• 中小企業

第7章 自然言語処理市場の評価：用途別

• 概要
• 感情分析
• チャットボット・仮想アシスタント
• 機械翻訳
• テキスト要約
• マーケットインテリジェンス
• 音声認識
• その他の用途

第8章 自然言語処理市場の評価：分野別

• 概要
• IT・通信
• BFSI
• 小売業・eコマース
• 医療・ライフサイエンス
• 輸送・ロジスティクス
• 政府・公共機関
• メディア・エンターテインメント
• 製造業
• 教育
• 食品・飲料
• その他のセクター

第9章 自然言語処理市場の評価：地域別

• 北米
  • 米国
  • カナダ
• 欧州
  • ドイツ
  • 英国
  • フランス
  • イタリア
  • スペイン
  • スイス
  • オランダ
  • その他欧州
• アジア太平洋
  • 日本
  • 中国
  • インド
  • 韓国
  • シンガポール
  • マレーシア
  • その他アジア太平洋
• ラテンアメリカ
  • メキシコ
  • ブラジル
  • その他ラテンアメリカ
• 中東・アフリカ
  • アラブ首長国連邦
  • イスラエル
  • その他中東・アフリカ

第10章 自然言語処理市場の評価：競合分析

• 概要
• 主要成長戦略
• 競合ダッシュボード
  • 業界リーダー
  • 市場の差別化要因
  • 前衛企業
  • 現代の有力企業
• ベンダー市場のポジショニング
• 主要企業の市場シェア/ランキング

第11章 企業プロファイル

• Google LLC
• Microsoft Corporation
• Amazon Web Services, Inc.（a subsidiary of Amazon.com, Inc.）
• Oracle Corporation
• IBM Corporation
• NVIDIA Corporation
• QUALCOMM Incorporated
• Baidu, Inc.
• Verint Systems Inc.
• SAP SE
• INTEL CORPORATION
• Adobe Inc.
• Genpact Limited
• SAS Institute Inc.
• NetBase Solutions, Inc.

第12章 付録

LIST OF TABLES

• Table 1 Currency Conversion Rates (2022-2024)
• Table 2 Global Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 3 Global Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 4 Global Optical Character Recognition Solutions Market, by Country/Region, 2022-2031 (USD Million)
• Table 5 Global Interactive Voice Response Systems Market, by Country/Region, 2022-2031 (USD Million)
• Table 6 Global Autocoding Systems Market, by Country/Region, 2022-2031 (USD Million)
• Table 7 Global Document Analytics Solutions Market, by Country/Region, 2022-2031 (USD Million)
• Table 8 Global Speech Analytics Solutions Market, by Country/Region, 2022-2031 (USD Million)
• Table 9 Global Simulation & Modeling Solutions Market, by Country/Region, 2022-2031 (USD Million)
• Table 10 Global Customer Experience Management Solutions Market, by Country/Region, 2022-2031 (USD Million)
• Table 11 Global Digital Assistants and Chatbots Market, by Country/Region, 2022-2031 (USD Million)
• Table 12 Global Other NLP Solutions Market, by Country/Region, 2022-2031 (USD Million)
• Table 13 Global Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 14 Global Natural Language Processing Market for Professional Services, by Country/Region, 2022-2031 (USD Million)
• Table 15 Global Natural Language Processing Market for Managed Services, by Country/Region, 2022-2031 (USD Million)
• Table 16 Global Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 17 Global Natural Language Processing Market for Large Enterprises, by Country/Region, 2022-2031 (USD Million)
• Table 18 Global Natural Language Processing Market for Small & Medium-sized Enterprises, by Country/Region, 2022-2031 (USD Million)
• Table 19 Global Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 20 Global Natural Language Processing Market for Sentiment Analysis, by Country/Region, 2022-2031 (USD Million)
• Table 21 Global Natural Language Processing Market for Chatbots & Virtual Assistants, by Country/Region, 2022-2031 (USD Million)
• Table 22 Global Natural Language Processing Market for Machine Translation, by Country/Region, 2022-2031 (USD Million)
• Table 23 Global Natural Language Processing Market for Text Summarization, by Country/Region, 2022-2031 (USD Million)
• Table 24 Global Natural Language Processing Market for Market Intelligence, by Country/Region, 2022-2031 (USD Million)
• Table 25 Global Natural Language Processing Market for Speech Recognition, by Country/Region, 2022-2031 (USD Million)
• Table 26 Global Natural Language Processing Market for Other Applications, by Country/Region, 2022-2031 (USD Million)
• Table 27 Global Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 28 Global Natural Language Processing Market for IT & Telecommunications, by Country/Region, 2022-2031 (USD Million)
• Table 29 Global Natural Language Processing Market for BFSI, by Country/Region, 2022-2031 (USD Million)
• Table 30 Global Natural Language Processing Market for Retail & E-commerce, by Country/Region, 2022-2031 (USD Million)
• Table 31 Global Natural Language Processing Market for Healthcare & Life Sciences, by Country/Region, 2022-2031 (USD Million)
• Table 32 Global Natural Language Processing Market for Transportation & Logistics, by Country/Region, 2022-2031 (USD Million)
• Table 33 Global Natural Language Processing Market for Government & Public Sector, by Country/Region, 2022-2031 (USD Million)
• Table 34 Global Natural Language Processing Market for Media & Entertainment, by Country/Region, 2022-2031 (USD Million)
• Table 35 Global Natural Language Processing Market for Manufacturing, by Country/Region, 2022-2031 (USD Million)
• Table 36 Global Natural Language Processing Market for Education, by Country/Region, 2022-2031 (USD Million)
• Table 37 Global Natural Language Processing Market for Food & Beverages, by Country/Region, 2022-2031 (USD Million)
• Table 38 Global Natural Language Processing Market for Other Sectors, by Country/Region, 2022-2031 (USD Million)
• Table 39 North America: Natural Language Processing Market, by Country, 2022-2031 (USD Million)
• Table 40 North America: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 41 North America: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 42 North America: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 43 North America: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 44 North America: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 45 North America: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 46 U.S.: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 47 U.S.: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 48 U.S.: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 49 U.S.: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 50 U.S.: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 51 U.S.: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 52 Canada: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 53 Canada: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 54 Canada: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 55 Canada: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 56 Canada: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 57 Canada: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 58 Europe: Natural Language Processing Market, by Country/Region, 2022-2031 (USD Million)
• Table 59 Europe: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 60 Europe: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 61 Europe: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 62 Europe: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 63 Europe: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 64 Europe: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 65 Germany: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 66 Germany: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 67 Germany: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 68 Germany: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 69 Germany: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 70 Germany: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 71 U.K.: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 72 U.K.: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 73 U.K.: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 74 U.K.: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 75 U.K.: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 76 U.K.: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 77 France: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 78 France: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 79 France: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 80 France: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 81 France: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 82 France: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 83 Italy: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 84 Italy: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 85 Italy: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 86 Italy: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 87 Italy: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 88 Italy: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 89 Spain: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 90 Spain: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 91 Spain: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 92 Spain: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 93 Spain: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 94 Spain: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 95 Switzerland: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 96 Switzerland: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 97 Switzerland: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 98 Switzerland: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 99 Switzerland: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 100 Switzerland: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 101 Netherlands: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 102 Netherlands: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 103 Netherlands: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 104 Netherlands: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 105 Netherlands: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 106 Netherlands: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 107 Rest of Europe: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 108 Rest of Europe: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 109 Rest of Europe: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 110 Rest of Europe: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 111 Rest of Europe: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 112 Rest of Europe: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 113 Asia-Pacific: Natural Language Processing Market, by Country/Region, 2022-2031 (USD Million)
• Table 114 Asia-Pacific: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 115 Asia-Pacific: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 116 Asia-Pacific: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 117 Asia-Pacific: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 118 Asia-Pacific: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 119 Asia-Pacific: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 120 China: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 121 China: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 122 China: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 123 China: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 124 China: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 125 China: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 126 Japan: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 127 Japan: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 128 Japan: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 129 Japan: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 130 Japan: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 131 Japan: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 132 India: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 133 India: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 134 India: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 135 India: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 136 India: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 137 India: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 138 South Korea: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 139 South Korea: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 140 South Korea: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 141 South Korea: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 142 South Korea: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 143 South Korea: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 144 Singapore: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 145 Singapore: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 146 Singapore: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 147 Singapore: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 148 Singapore: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 149 Singapore: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 150 Malaysia: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 151 Malaysia: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 152 Malaysia: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 153 Malaysia: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 154 Malaysia: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 155 Malaysia: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 156 Rest of Asia-Pacific: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 157 Rest of Asia-Pacific: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 158 Rest of Asia-Pacific: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 159 Rest of Asia-Pacific: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 160 Rest of Asia-Pacific: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 161 Rest of Asia-Pacific: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 162 Latin America: Natural Language Processing Market, by Country/Region, 2022-2031 (USD Million)
• Table 163 Latin America: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 164 Latin America: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 165 Latin America: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 166 Latin America: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 167 Latin America: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 168 Latin America: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 169 Brazil: Natural Language Processing Market, by Offering, 2022-2031 (USD Million
• Table 170 Brazil: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 171 Brazil: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 172 Brazil: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 173 Brazil: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 174 Brazil: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 175 Mexico: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 176 Mexico: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 177 Mexico: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 178 Mexico: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 179 Mexico: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 180 Mexico: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 181 Rest of Latin America: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 182 Rest of Latin America: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 183 Rest of Latin America: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 184 Rest of Latin America: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 185 Rest of Latin America: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 186 Rest of Latin America: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 187 Middle East & Africa: Natural Language Processing Market, by Country/Region, 2022-2031 (USD Million)
• Table 188 Middle East & Africa: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 189 Middle East & Africa: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 190 Middle East & Africa: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 191 Middle East & Africa: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 192 Middle East & Africa: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 193 Middle East & Africa: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 194 UAE: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 195 UAE: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 196 UAE: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 197 UAE: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 198 UAE: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 199 UAE: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 200 Israel: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 201 Israel: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 202 Israel: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 203 Israel: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 204 Israel: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 205 Israel: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 206 Rest of Middle East & Africa: Natural Language Processing Market, by Offering, 2022-2031 (USD Million)
• Table 207 Rest of Middle East & Africa: Natural Language Processing Solutions Market, by Type, 2022-2031 (USD Million)
• Table 208 Rest of Middle East & Africa: Natural Language Processing Services Market, by Type, 2022-2031 (USD Million)
• Table 209 Rest of Middle East & Africa: Natural Language Processing Market, by Organization Size, 2022-2031 (USD Million)
• Table 210 Rest of Middle East & Africa: Natural Language Processing Market, by Application, 2022-2031 (USD Million)
• Table 211 Rest of Middle East & Africa: Natural Language Processing Market, by Sector, 2022-2031 (USD Million)
• Table 212 Recent Developments by the Major Market Players (2022-2024)

LIST OF FIGURES

• Figure 1 Research Process
• Figure 2 Secondary Sources Referenced for this Study
• Figure 3 Primary Research Techniques
• Figure 4 Key Executives Interviewed
• Figure 5 Breakdown of Primary Interviews (Supply Side & Demand Side)
• Figure 6 Market Sizing and Growth Forecast Approach
• Figure 7 Key Insights
• Figure 8 Global Natural Language Processing Market, by Offering, 2024 Vs. 2031 (USD Million)
• Figure 9 Global Natural Language Processing Market, by Organization Size, 2024 Vs. 2031 (USD Million)
• Figure 10 Global Natural Language Processing Market, by Application, 2024 Vs. 2031 (USD Million)
• Figure 11 Global Natural Language Processing Market, by Sector, 2024 Vs. 2031 (USD Million)
• Figure 12 Geographic Snapshot: Natural Language Processing Market
• Figure 13 Impact Analysis of Market Drivers, Restraints, Opportunities, and Challenges
• Figure 14 Global Natural Language Processing Market, by Offering, 2024 Vs. 2031 (USD Million)
• Figure 15 Global Natural Language Processing Market, by Organization Size, 2024 Vs. 2031 (USD Million)
• Figure 16 Global Natural Language Processing Market, by Application, 2024 Vs. 2031 (USD Million)
• Figure 17 Global Natural Language Processing Market, by Sector, 2024 Vs. 2031 (USD Million)
• Figure 18 Geographic Snapshot: North America Natural Language Processing Market
• Figure 19 Geographic Snapshot: Europe Natural Language Processing Market
• Figure 20 Geographic Snapshot: Asia-Pacific Natural Language Processing Market
• Figure 21 Geographic Snapshot: Latin America Natural Language Processing Market
• Figure 22 Geographic Snapshot: Middle East & Africa Natural Language Processing Market
• Figure 23 Growth Strategies Adopted by Leading Market Players (2022-2024)
• Figure 24 Competitive Dashboard: Natural Language Processing Market
• Figure 25 Vendor Market Positioning Analysis (2022-2024)
• Figure 26 Google LLC: Financial Overview
• Figure 27 Microsoft Corporation: Financial Overview
• Figure 28 Amazon.Com, Inc.: Financial Overview
• Figure 29 Oracle Corporation: Financial Overview
• Figure 30 IBM Corporation.: Financial Overview
• Figure 31 Verint Systems Inc.: Financial Overview
• Figure 32 NVIDIA Corporation: Financial Overview
• Figure 33 QUALCOMM Incorporated: Financial Overview
• Figure 34 Baidu, Inc.: Financial Overview
• Figure 35 SAP SE: Financial Overview
• Figure 36 Intel Corporation: Financial Overview
• Figure 37 Adobe Inc.: Financial Overview
• Figure 38 Genpact Limited: Financial Overview

Natural Language Processing Market by Offering (Solutions, Services), Organization Size, Application (Sentiment Analysis, Chatbots & Virtual Assistant, Others), Sector (IT & Telecom, BFSI, Retail & E-commerce, Others), Geography-Forecasts to 2031.

The research report titled 'Natural Language Processing Market by Offering (Solutions, Services), Organization Size, Application (Sentiment Analysis, Chatbots & Virtual Assistant, Others), Sector (IT & Telecom, BFSI, Retail & E-commerce, Others), Geography-Forecasts to 2031', provides an in-depth analysis of the natural language processing market across five major geographies and emphasizes on the current market trends, market sizes, market shares, recent developments, and forecasts till 2031.

The natural language processing market is projected to reach $164.9 billion by 2031, at a CAGR of 29.2% from 2024 to 2031.

The growth of the market is driven by factors such as the rising adoption of smart devices, the growing demand for NLP-based applications for customer support, and the rising demand for NLP tools in call centers. However, the limitations in the development of NLP technology restrain the market's growth.

Moreover, the rapid adoption of cloud-based technologies and increasing applications of NLP in the healthcare sector are expected to offer market growth opportunities. Additionally, data privacy & security concerns pose challenges to the market's growth.

Additionally, the adoption of virtual assistants & chatbots and the growing demand for speech analytics solutions are prominent trends in the natural language processing market.

The natural language processing market is segmented based on offering (solutions (optical character recognition solutions, interactive voice response systems, autocoding systems, document analytics solutions, speech analytics solutions, simulation & modeling solutions, customer experience management solutions, digital assistants and chatbots and other solutions), services (professional services, managed services)), organization size (large enterprises, small & medium-sized enterprises), application (sentiment analysis, chatbots & virtual assistants, text classification, text extraction, machine translation, text summarization, market intelligence, speech recognition and other applications), sector (IT & telecommunications, BFSI, retail & e-commerce, healthcare & life sciences, transportation & logistics, government & public sector, media & entertainment, manufacturing, education, food & beverages and other sectors). The study also evaluates industry competitors and analyses the market at the regional and country levels.

Based on offering, the natural language processing market is broadly segmented into solutions and services. In 2024, the solutions segment is expected to account for the larger share of 74.0% of the global natural language processing market. The large market share of this segment is attributed to the rising adoption of NLP among enterprises to analyze data and discover insights, automate time-consuming processes, and help them gain a competitive advantage.

However, the solutions segment is projected to register the higher CAGR during the forecast period. The rising focus of market players on product development and enhancement is expected to drive the growth of this segment. For instance, in December 2022, Kaleyra, Inc. (U.S.) launched a new lineup of chatbots for WhatsApp Business that will allow businesses to create advanced conversational experiences on the platform. With a daily volume of over 100 billion messages, WhatsApp provides a convenient and efficient way for businesses to connect with their customers in real time.

Based on organization size, the natural language processing market is segmented into large enterprises and small & medium-sized enterprises. In 2024, the large enterprises segment is expected to account for the larger share of 62.0% of the global natural language processing market. The large market share of this segment is attributed to factors such as the increasing need to manage large volumes of customer-level data, the early adoption of advanced technologies across retail, manufacturing, healthcare, and automotive sectors, and the rising need for improved insights into customer responses.

However, the small & medium-sized enterprises segment is expected to register the higher CAGR during the forecast period. The growth of this segment is driven by the increasing need for contact center analytics solutions among small organizations and the growing adoption of cloud-based NLP solutions & services among these enterprises.

Based on application, the natural language processing market is broadly segmented into sentiment analysis, chatbots & virtual assistants, machine translation, text summarization, market intelligence, speech recognition, and other applications. In 2024, the speech recognition segment is expected to account for the largest share of 40.0% of the global natural language processing market. The segment's large market share can be attributed to the rising use of NLP for improving the accuracy, robustness, and features of speech recognition systems.

However, the chatbots & virtual assistants segment is expected to register the highest CAGR during the forecast period. The increasing need to capture valuable customer data & insights, provide brands with actionable feedback to optimize their products, services, and marketing strategies, and deliver personalized recommendations, content, and offers tailored to individual preferences and behavior are expected to drive growth in this segment.

Based on sector, the natural language processing market is broadly segmented into IT & telecommunications, BFSI, retail & e-commerce, healthcare & life sciences, transportation & logistics, government & public sector, media & entertainment, manufacturing, education, food & beverages, and other sectors. In 2024, the IT & telecommunications segment is expected to account for the largest share of 23.0% of the global natural language processing market. The segment's large market share can be attributed to the rising adoption of speech analytics and sentiment analysis solutions in IT & telecom call centers to analyze business conversations, the increasing need to gather actionable information, and the increasing demand for NLP-based network solutions in the telecommunications sector.

However, the healthcare & life sciences segment is expected to register the highest CAGR during the forecast period. The growth of this segment is driven by the rising applications of NLP in healthcare, including areas such as clinical trial matching and clinical documentation, the widespread adoption of AI chatbots and virtual scribes, and initiatives by governments and companies to deploy chatbot solutions for providing healthcare data.

Based on geography, the natural language processing market is segmented into North America, Asia-Pacific, Europe, Latin America, and the Middle East & Africa. In 2024, North America is expected to account for the largest share of 35.0% of the natural language processing market. North America's significant market share can be attributed to the growing adoption of digital assistants and chatbots in the BFSI, retail, and IT & telecommunications sectors, the rising demand for cloud-based NLP solutions & services, the presence of well-established NLP solution providers, and the growing demand for speech analytics solutions across businesses in the region.

However, the market in Asia-Pacific is projected to register the highest CAGR of 31.0% during the forecast period. The growth of this regional market is driven by government initiatives aimed at increasing the adoption of digital assistants, chatbots, sentiment analytics solutions, OCR solutions, and IVR systems, coupled with market players' efforts to launch NLP solutions such as chatbots and emotional intelligence solutions. Furthermore, the growing popularity of cloud-based NLP solutions and NLP-based applications across the region contributes to the growth of this market. For instance, in May 2021, Pluszero Inc. (Japan) launched "Nekonote," a data creation service to improve its accuracy in Japanese natural language processing. Additionally, in February 2021, ITOCHU Techno-Solutions Corporation (Japan) launched SmartBERT, an AI natural language processing engine, utilizing the deep learning technology of Intumit Inc. (Taiwan).

Key Players:

The key players operating in the natural language processing market are Google LLC (U.S.), Microsoft Corporation (U.S.), Amazon Web Services, Inc. (a subsidiary of Amazon.com, Inc.) (U.S.), Oracle Corporation (U.S.), IBM Corporation (U.S.), NVIDIA Corporation (U.S.), QUALCOMM Incorporated (U.S.), Baidu, Inc. (China), Verint Systems Inc. (U.S.), SAP SE (Germany), Intel Corporation (U.S.), Adobe Inc. (U.S.), Genpact Limited (U.S.), SAS Institute Inc. (U.S.), and NetBase Solutions, Inc. (U.S.).

Key questions answered in the report-

• Which are the high-growth market segments based on offering, organization size, application, and sector?
• What was the historical market for natural language processing?
• What are the market forecasts and estimates for the period 2024-2031?
• What are the major drivers, restraints, and opportunities in the natural language processing market?
• Who are the major players in the natural language processing market, and what are their market shares?
• What is the competitive landscape like?
• What are the recent developments in the natural language processing market?
• What are the different strategies adopted by the major players in the natural language processing market?
• What are the key geographic trends, and which are the high-growth countries?
• Who are the emerging players in the global natural language processing market, and how do they compete with the other players?

Scope of the Report:

Natural Language Processing Market Assessment-by Offering

• Solutions
  • Optical Character Recognition Solutions
  • Interactive Voice Response Systems
  • Autocoding Systems
  • Document Analytics Solutions
  • Speech Analytics Solutions
  • Simulation & Modeling Solutions
  • Customer Experience Management Solutions
  • Digital Assistants and Chatbots
  • Other NLP Solutions
• Services
  • Professional Services
  • Managed Services

Natural Language Processing Market Assessment-by Organization Size

• Large Enterprises
• Small & Medium-sized Enterprises

Natural Language Processing Market Assessment-by Application

• Sentiment Analysis
• Chatbots & Virtual Assistants
• Text Classification
• Text Extraction
• Machine Translation
• Text Summarization
• Market Intelligence
• Speech Recognition
• Other Applications

Natural Language Processing Market Assessment-by Sector

• IT & Telecommunications
• BFSI
• Retail & E-commerce
• Healthcare & Life Sciences
• Transportation & Logistics
• Government & Public Sector
• Media & Entertainment
• Manufacturing
• Education
• Food & Beverages
• Other Sectors

Natural Language Processing Market Assessment-by Geography

• North America
  • U.S.
  • Canada
• Europe
  • U.K.
  • Germany
  • France
  • Italy
  • Spain
  • Switzerland
  • Netherlands
  • Rest of Europe
• Asia-Pacific
  • China
  • India
  • Japan
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia-Pacific
• Latin America
  • Mexico
  • Brazil
  • Rest of Latin America
• Middle East & Africa
  • UAE
  • Israel
  • Rest of Middle East & Africa

TABLE OF CONTENTS

1. Introduction

• 1.1. Market Definition
• 1.2. Currency & Limitations
  • 1.2.1. Currency
  • 1.2.2. Limitations

2. Research Methodology

• 2.1. Research Approach
• 2.2. Process of Data Collection and Validation
  • 2.2.1. Secondary Research
  • 2.2.2. Primary Research/Interviews with Key Opinion Leaders of the Industry
• 2.3. Market Sizing and Forecast
  • 2.3.1. Market Size Estimation Approach
  • 2.3.2. Growth Forecast Approach
• 2.4. Assumption for the Study

3. Executive Summary

• 3.1. Market Overview
• 3.2. Market Analysis, by Offering
• 3.3. Market Analysis, by Organization Size
• 3.4. Market Analysis, by Application
• 3.5. Market Analysis, by Sector
• 3.6. Competitive Analysis

4. Market Insights

• 4.1. Overview
• 4.2. Factors Affecting Market Growth
  • 4.2.1. Drivers
    • 4.2.1.1. Rising Adoption of Smart Devices
    • 4.2.1.2. Growing Demand for NLP-Based Applications for Customer Support
    • 4.2.1.3. Rising Demand for NLP Tools in Call Centers
  • 4.2.2. Restraints
    • 4.2.2.1. Limitations in Developing NLP Technology
  • 4.2.3. Opportunities
    • 4.2.3.1. Rapid Adoption of Cloud-based Technologies
    • 4.2.3.2. Increasing Applications of NLP in the Healthcare Sector
  • 4.2.4. Challenges
    • 4.2.4.1. Data Privacy & Security Concerns
• 4.3. Trends
  • 4.3.1. Rising Adoption of Virtual Assistants & Chatbots
  • 4.3.2. Growing Demand for Speech Analytics Solutions
• 4.4. Case Studies
• 4.5. Vendor Selection Criteria / Factors Affecting Buying Decision
• 4.6. Porter's Five Forces Analysis
• 4.7. Deployment and Pricing Models of Key Market Players

5. Natural Language Processing Market Assessment-by Offering

• 5.1. Overview
• 5.2. Solutions
  • 5.2.1. Optical Character Recognition Solutions
  • 5.2.2. Interactive Voice Response Systems
  • 5.2.3. Autocoding Systems
  • 5.2.4. Document Analytics Solutions
  • 5.2.5. Speech Analytics Solutions
  • 5.2.6. Simulation & Modeling Solutions
  • 5.2.7. Customer Experience Management Solutions
  • 5.2.8. Digital Assistants and Chatbots
  • 5.2.9. Other NLP Solutions
• 5.3. Services
  • 5.3.1. Professional Services
  • 5.3.2. Managed Services

6. Natural Language Processing Market Assessment-by Organization Size

• 6.1. Overview
• 6.2. Large Enterprises
• 6.3. Small & Medium-sized Enterprises

7. Natural Language Processing Market Assessment-by Application

• 7.1. Overview
• 7.2. Sentiment Analysis
• 7.3. Chatbots & Virtual Assistants
• 7.4. Machine Translation
• 7.5. Text Summarization
• 7.6. Market Intelligence
• 7.7. Speech Recognition
• 7.8. Other Applications

8. Natural Language Processing Market Assessment-by Sector

• 8.1. Overview
• 8.2. IT & Telecommunications
• 8.3. BFSI
• 8.4. Retail & E-commerce
• 8.5. Healthcare & Life Sciences
• 8.6. Transportation & Logistics
• 8.7. Government & Public Sector
• 8.8. Media & Entertainment
• 8.9. Manufacturing
• 8.10. Education
• 8.11. Food & Beverages
• 8.12. Other Sectors

9. Natural Language Processing Market Assessment-by Geography

• 9.1. North America
  • 9.1.1. U.S.
  • 9.1.2. Canada
• 9.2. Europe
  • 9.2.1. Germany
  • 9.2.2. U.K.
  • 9.2.3. France
  • 9.2.4. Italy
  • 9.2.5. Spain
  • 9.2.6. Switzerland
  • 9.2.7. Netherlands
  • 9.2.8. Rest of Europe
• 9.3. Asia-Pacific
  • 9.3.1. Japan
  • 9.3.2. China
  • 9.3.3. India
  • 9.3.4. South Korea
  • 9.3.5. Singapore
  • 9.3.6. Malaysia
  • 9.3.7. Rest of Asia-Pacific
• 9.4. Latin America
  • 9.4.1. Mexico
  • 9.4.2. Brazil
  • 9.4.3. Rest of Latin America
• 9.5. Middle East & Africa
  • 9.5.1. UAE
  • 9.5.2. Israel
  • 9.5.3. Rest of Middle East & Africa

10. Natural Language Processing Market Assessment-Competitive Analysis

• 10.1. Overview
• 10.2. Key Growth Strategies
• 10.3. Competitive Dashboard
  • 10.3.1. Industry Leaders
  • 10.3.2. Market differentiators
  • 10.3.3. Vanguards
  • 10.3.4. Contemporary Stalwarts
• 10.4. Vendor Market Positioning
• 10.5. Market Share/Ranking by the Key Players

11. Company Profiles

• 11.1. Google LLC
• 11.2. Microsoft Corporation
• 11.3. Amazon Web Services, Inc. (a subsidiary of Amazon.com, Inc.)
• 11.4. Oracle Corporation
• 11.5. IBM Corporation
• 11.6. NVIDIA Corporation
• 11.7. QUALCOMM Incorporated
• 11.8. Baidu, Inc.
• 11.9. Verint Systems Inc.
• 11.10. SAP SE
• 11.11. INTEL CORPORATION
• 11.12. Adobe Inc.
• 11.13. Genpact Limited
• 11.14. SAS Institute Inc.
• 11.15. NetBase Solutions, Inc.

12. Appendix

• 12.1. Available Customizations
• 12.2. Related Reports