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自然言語処理の市場規模、シェア、動向分析レポート：コンポーネント別、展開別、企業規模別、タイプ別、用途別、最終用途別、地域別、セグメント予測、2025年～2030年

Natural Language Processing Market Size, Share & Trends Analysis Report By Component, By Deployment, By Enterprise Size, By Type, By Application, By End-use, By Region, And Segment Forecasts, 2025 - 2030

出版日
ページ情報
英文 100 Pages
納期
2～10営業日
カスタマイズ可能
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=147.48円
自然言語処理の市場規模、シェア、動向分析レポート：コンポーネント別、展開別、企業規模別、タイプ別、用途別、最終用途別、地域別、セグメント予測、2025年～2030年
出版日: 2025年06月04日
発行: Grand View Research
ページ情報: 英文 100 Pages
納期: 2～10営業日
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概要

自然言語処理市場の成長と動向：

Grand View Research, Inc.の新しい調査によると、世界の自然言語処理市場規模は2025年から2030年にかけてCAGR 38.7%で拡大し、2030年には4,398億5,000万米ドルに達すると推定されています。

機械学習は、AIの進歩に伴い、主にテキスト分析における自然言語処理（NLP）技術において重要な役割を果たすと予測されています。将来的には、教師なし学習と教師あり学習によって、機械学習エンジンはより詳細な評価を行うことができるようになると思われます。進化を続けるソーシャルメディア・プラットフォームは、ビジネス上の意思決定において優れた役割を果たすことが期待されています。例えば、ある企業は、ソーシャルメディア・プラットフォームや四半期報告書前後のニュースにおける自社のビジネスに関する顧客の評価、フィードバック、コメントを追跡するために、いくつかのNLPツールを利用することができます。

スマート環境を促進するためのスマート・デバイスの利用増加などの要因が、市場の成長を後押ししています。さらに、高度なテキスト分析に対する需要の高まりや、インターネットやコネクテッドデバイスの利用率の増加により、NLP技術に対する需要は拡大しています。さらに、NLPベースのアプリは、顧客体験を向上させるために業界全体でますます使用されるようになっています。ヘルスケア分野への投資の増加により、さらなる収益性の高い市場拡大の可能性が見込まれています。しかし、ニューラルネットワークを利用したNLP技術の開発における制約や、NLPソリューションの実装時にコード混在言語を使用することに伴う複雑さが、クラウドベースのサービスの使用を制約し、市場成長の妨げとなる可能性があります。

膨大な量の音声データや非構造化テキストデータを持つ企業は、NLPの実用的な応用が進むにつれて、ダークデータの問題を効果的に発見、収集、分析できるようになります。NLPの利用は、セマンティック検索や、ユーザーの意図を理解する必要のあるインテリジェントなチャットボットなどの分野で増加すると予想されます。自然言語技術の豊富さは、コグニティブ・コンピューティングのコミュニケーション能力を形成し、深層学習や教師なし・教師あり機械学習の利用を拡大するため、今後も続くと予想されます。企業が計画を策定するためのインテリジェントなデータ、NLPは市場のインテリジェンス・レポートの追跡と監視に不可欠です。

自然言語処理は、大量の患者データの検索、分析、理解のため、ヘルスケア分野で人気を集めています。ヘルスケアにおける機械学習とNLPテクノロジー・サービスは、高度な医療アルゴリズムを使用して、これまでテキスト形式に埋もれていると考えられていたデータから適切な概念と洞察を抽出することができます。ヘルスケア・メディアにおいて、NLPは非構造化データに効果的に音声を与えることができ、質の理解、プロセスの強化、患者の転帰の向上に関する大きな洞察を提供します。例えば、2022年7月、グーグルはAutoML Entity Extraction for Healthcareと呼ばれる無料のツールをリリースしました。さらに、医療データからより具体的な情報を導き出すためにカスタマイズされたヘルスケア自然言語モデルの開発に使用され、医療記録のより本質的な詳細を理解するのに役立ちます。

北米は自然言語処理の最も重要なマーケットプレースの1つであり、この地域の国々では先進技術が早くから採用されています。米国は、この業界の主要ベンダーの大半の本拠地であるため、技術革新において優位に立っています。さらに、同地域の政府はAI、ML、NLP技術を推進しており、同地域で存在感を高めるために市場ベンダーにとって有利な環境を作り出しています。

自然言語処理市場のレポートハイライト

  • 2024年の自然言語処理業界の売上高シェアは71.5%でソリューションセグメントが優勢。この優位性は、市場における包括的なNLPソリューションへの強い需要を示しています。
  • 2024年、オンプレミス部門が自然言語処理業界で最大のシェアを占める。オンプレミスのNLP展開は、データに対する完全な制御、可視性、認証セキュリティ制御を提供します。
  • 大企業セグメントは2024年に最大の収益シェアを占めました。これは、データセキュリティを維持するための予測的アプローチに対する強い需要に起因します。
  • 統計的NLP分野は、2024年に最大の収益シェアを占めました。統計的NLPは市場で支配的な地位を占めました。統計的NLPは、その実証された有効性により大きなシェアを占めています。
  • 自動要約分野は2024年に最大の収益シェアを占めました。その幅広い用途により、大きなシェアを獲得しました。
  • ヘルスケア分野は、2024年に自然言語処理業界で最大の収益シェアを占めました。同分野は、データ量が多く、複雑な文書化のニーズがあるため、大きなシェアを占めました。
  • 北米は2024年に30.1%の最大収益シェアを占めました。北米の自然言語処理市場は、組織がAI主導のコミュニケーションツールを優先するにつれて拡大しています。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 自然言語処理市場の変数、動向、範囲

  • 世界の自然言語処理市場の展望
  • 業界バリューチェーン分析
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
    • 業界の課題
  • ポーターのファイブフォース分析
    • サプライヤーの力
    • 買い手の力
    • 代替の脅威
    • 新規参入者からの脅威
    • 競争企業間の敵対関係
  • PESTEL分析
    • 政治情勢
    • 経済情勢
    • 社会情勢
    • 技術的情勢
    • 環境情勢
    • 法的な情勢

第4章 自然言語処理市場：コンポーネントの推定と予測

  • 自然言語処理市場：コンポーネントの変動分析、2024年および2030年
  • ソリューション
  • サービス

第5章 自然言語処理市場：展開の推定と予測

  • 自然言語処理市場：展開変動分析、2024年および2030年
  • クラウド
  • オンプレミス

第6章 自然言語処理市場：企業規模の推定と予測

  • 自然言語処理市場：企業規模の変動分析、2024年および2030年
  • 大企業
  • 中小企業

第7章 自然言語処理市場：タイプの推定と予測

  • 自然言語処理市場：タイプ変動分析、2024年および2030年
    • 統計NLP
    • ルールベースのNLP
    • ハイブリッドNLP

第8章 自然言語処理市場：用途の展望、推定と予測

  • 自然言語処理市場：用途変動分析、2024年および2030年
    • 感情分析
    • データ抽出
    • リスクと脅威の検出
    • 自動要約
    • コンテンツ管理
    • 言語スコアリング
    • その他

第9章 自然言語処理市場：最終用途の展望、推定と予測

  • 自然言語処理市場：最終用途変動分析、2024年および2030年
    • BFSI
    • IT・通信
    • ヘルスケア
    • 教育
    • メディア＆エンターテインメント
    • 小売・Eコマース
    • その他

第10章 自然言語処理市場：地域推定・動向分析

  • 自然言語処理市場シェア：地域別、2024年および2030年
  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋
    • 中国
    • 日本
    • インド
    • オーストラリア
    • 韓国
  • ラテンアメリカ
    • ブラジル
  • 中東およびアフリカ
    • アラブ首長国連邦
    • サウジアラビア
    • 南アフリカ

第11章 競合情勢

  • 主要市場参入企業による最近の動向と影響分析
  • ベンダー情勢
    • 企業分類
    • 主要販売代理店およびチャネルパートナーのリスト
    • 潜在的な最終用途/リストのリスト
  • 競合ダイナミクス
    • 競合ベンチマーキング
    • 戦略マッピング
    • ヒートマップ分析
  • 企業プロファイル/リスト
    • 3M
    • Apple Inc.
    • Amazon Web Services, Inc.
    • Baidu Inc.
    • Crayon Data
    • Google LLC
    • Health Fidelity
    • IBM Corporation
    • Inbenta
    • IQVIA
    • Meta Platforms Inc.
    • Microsoft
    • Oracle
    • SAS Institute Inc.
図表

List of Tables

  • Table 1. Global Natural Language Processing market estimates and forecasts, by region, 2018 - 2030 (USD Billion)
  • Table 2. Global Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 3. Global Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 4. Global Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 5. Global Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 6. Global Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 7. Global Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 8. North America Natural Language Processing market estimates and forecasts, by country, 2018 - 2030 (USD Billion)
  • Table 9. North America Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 10. North America Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 11. North America Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 12. North America Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 13. North America Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 14. North America Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 15. U.S. Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 16. U.S. Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 17. U.S. Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 18. U.S. Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 19. U.S. Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 20. U.S. Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 21. Canada Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 22. Canada Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 23. Canada Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 24. Canada Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 25. Canada Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 26. Canada Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 27. Mexico Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 28. Mexico Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 29. Mexico Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 30. Mexico Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 31. Mexico Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 32. Mexico Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 33. Europe Natural Language Processing market estimates and forecasts, by country, 2018 - 2030 (USD Billion)
  • Table 34. Europe Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 35. Europe Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 36. Europe Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 37. Europe Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 38. Europe Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 39. Europe Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 40. UK Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 41. UK Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 42. UK Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 43. UK Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 44. UK Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 45. UK Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 46. Germany Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 47. Germany Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 48. Germany Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 49. Germany Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 50. Germany Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 51. Germany Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 52. France Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 53. France Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 54. France Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 55. France Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 56. France Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 57. France Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 58. Asia Pacific Natural Language Processing market estimates and forecasts, by country, 2018 - 2030 (USD Billion)
  • Table 59. Asia Pacific Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 60. Asia Pacific Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 61. Asia Pacific Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 62. Asia Pacific Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 63. Asia Pacific Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 64. Asia Pacific Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 65. China Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 66. China Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 67. China Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 68. China Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 69. China Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 70. China Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 71. Japan Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 72. Japan Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 73. Japan Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 74. Japan Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 75. Japan Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 76. Japan Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 77. India Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 78. India Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 79. India Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 80. India Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 81. India Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 82. India Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 83. Australia Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 84. Australia Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 85. Australia Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 86. Australia Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 87. Australia Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 88. Australia Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 89. South Korea Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 90. South Korea Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 91. South Korea Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 92. South Korea Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 93. South Korea Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 94. South Korea Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 95. Latin America Natural Language Processing market estimates and forecasts, by country, 2018 - 2030 (USD Billion)
  • Table 96. Latin America Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 97. Latin America Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 98. Latin America Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 99. Latin America Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 100. Latin America Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 101. Latin America Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 102. Brazil Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 103. Brazil Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 104. Brazil Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 105. Brazil Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 106. Brazil Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 107. Brazil Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 108. Middle East & Africa Natural Language Processing market estimates and forecasts, by country, 2018 - 2030 (USD Billion)
  • Table 109. Middle East & Africa Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 110. Middle East & Africa Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 111. Middle East & Africa Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 112. Middle East & Africa Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 113. Middle East & Africa Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 114. Middle East & Africa Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 115. Saudi Arabia Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 116. Saudi Arabia Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 117. Saudi Arabia Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 118. Saudi Arabia Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 119. Saudi Arabia Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 120. Saudi Arabia Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 121. UAE Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 122. UAE Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 123. UAE Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 124. UAE Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 125. UAE Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 126. UAE Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 127. South Africa Natural Language Processing market estimates and forecasts, by Component, 2018 - 2030 (USD Billion)
  • Table 128. South Africa Natural Language Processing market estimates and forecasts, by Deployment, 2018 - 2030 (USD Billion)
  • Table 129. South Africa Natural Language Processing market estimates and forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
  • Table 130. South Africa Natural Language Processing market estimates and forecasts, by Type, 2018 - 2030 (USD Billion)
  • Table 131. South Africa Natural Language Processing market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 132. South Africa Natural Language Processing market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)

List of Figures

  • Fig. 1 Natural Language Processing market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Parent market analysis
  • Fig. 7 Market formulation & validation
  • Fig. 8 Natural Language Processing market snapshot
  • Fig. 9 Natural Language Processing market segment snapshot
  • Fig. 10 Natural Language Processing market competitive landscape snapshot
  • Fig. 11 Market driver relevance analysis (Current & future impact)
  • Fig. 12 Market restraint relevance analysis (Current & future impact)
  • Fig. 13 Value Chain Analysis
  • Fig. 14 Natural Language Processing market, Component outlook key takeaways (USD Billion)
  • Fig. 15 Natural Language Processing market Component movement analysis 2024 & 2030 (USD Billion)
  • Fig. 16 Solution market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 17 Services market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 18 Natural Language Processing market: Deployment outlook key takeaways (USD Billion)
  • Fig. 19 Natural Language Processing market: Deployment movement analysis 2024 & 2030 (USD Billion)
  • Fig. 20 Cloud market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 21 On-Premise market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 22 Natural Language Processing market: Enterprise Size outlook key takeaways (USD Billion)
  • Fig. 23 Natural Language Processing market: Enterprise Size movement analysis 2024 & 2030 (USD Billion)
  • Fig. 24 Large Enterprises market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 25 Small and Medium Enterprises market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 26 Natural Language Processing market: Type outlook key takeaways (USD Billion)
  • Fig. 27 Natural Language Processing market: Type movement analysis 2024 & 2030 (USD Billion)
  • Fig. 28 Statistical Natural Language Processing market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 29 Rule-based Natural Language Processing market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 30 Hybrid Natural Language Processing market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 31 Natural Language Processing market: Application outlook key takeaways (USD Billion)
  • Fig. 32 Natural Language Processing market: Application movement analysis 2024 & 2030 (USD Billion)
  • Fig. 33 Sentiment Analysis market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 34 Data Extraction market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 35 Risk and Threat Detection market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 36 Automatic Summarization market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 37 Content Management market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 38 Language Scoring market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 39 Others market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 40 Natural Language Processing market: End Use outlook key takeaways (USD Billion)
  • Fig. 41 Natural Language Processing market: End Use movement analysis 2024 & 2030 (USD Billion)
  • Fig. 42 BFSI market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 43 IT & Telecommunication market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 44 Healthcare market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 45 Education market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 46 Media & Entertainment market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 47 Retail & E-commerce market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 48 Others market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 49 Regional marketplace: Key takeaways
  • Fig. 50 Natural Language Processing market: Regional outlook, 2024 & 2030 (USD Billion)
  • Fig. 51 North America Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 52 U.S. Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 53 Canada Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 54 Mexico Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 55 Europe Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 56 UK Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 57 Germany Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 58 France Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 59 Asia Pacific Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 60 Japan Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 61 China Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 62 India Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 63 Australia Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 64 South Korea Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 65 Latin America Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 66 Brazil Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 67 MEA Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 68 KSA Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 69 UAE Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 70 South Africa Natural Language Processing market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 71 Strategy framework
  • Fig. 72 Company Categorization
目次
Product Code: GVR-4-68040-020-4

Natural Language Processing Market Growth & Trends:

The global natural language processing market size is estimated to reach USD 439.85 billion by 2030, expanding at a CAGR of 38.7% from 2025 to 2030, according to a new study by Grand View Research, Inc. Machine learning is predicted to play a critical role in natural language processing (NLP) techniques, mostly in text analytics, as AI advances. In the future, unsupervised and supervised learning will enable machine-learning engines to undertake more in-depth assessments. According to their ongoing evolution, social media platforms are expected to play a superior role in business decisions. A company, for instance, can rely on several NLP tools to track customer evaluations, feedback, and comments about their business on social media platforms and in the news around the time of a quarterly report.

Factors such as increased usage of smart devices to facilitate smart environments boost market growth. Additionally, the demand for NLP technologies is expanding owing to the rising demand for sophisticated text analytics and increasing internet and connected device usage. In addition, NLP-based apps are increasingly being used across industries to enhance customer experience. Additional profitable market expansion potentials are anticipated due to rising healthcare sector investments. However, constraints in the development of NLP technology utilizing neural networks and complexity associated with the use of code-mixed language during the implementation of NLP solutions constrain the use of cloud-based services, which can create hindrances for market growth.

Companies with huge amounts of spoken or unstructured text data can effectively discover, collect, and analyze dark data issues to the growing pragmatic application of NLP. The usage of NLP is anticipated to increase in areas like semantic search and intelligent chatbots that need to comprehend user intent. The abundance of natural language technologies is expected to endure to shape the communication capability of cognitive computing and the expanding utilization of deep learning and unsupervised and supervised machine learning. Intelligent data for businesses to develop plans, NLP is essential for tracking and monitoring market intelligence reports.

Natural language processing is gaining popularity in the healthcare sector due to the search, analysis, and understanding of massive volumes of patient data. Machine learning in healthcare and NLP technology services can extract pertinent concepts and insights from data previously thought to be buried in text form using advanced medical algorithms. In healthcare media, NLP can effectively give voice to unstructured data, providing great insight into understanding quality, enhancing processes, and increasing patient outcomes. For Instance, In July 2022, Google released a free tool called AutoML Entity Extraction for Healthcare, which is also low-code for healthcare professionals with limited coding expertise. Moreover, it is used to develop Healthcare Natural Language models customized to derive more specific information from medical data, which helps understand more essential details in medical records.

North America is one of the most important marketplaces for natural language processing owing to the early adoption of advanced technologies in the countries from the region. The U.S. has an advantage in innovation because it is home to the majority of the key vendors in the industry. Additionally, the regional governments are promoting AI, ML, and NLP technologies, creating a favorable environment for market vendors to increase their presence in the region.

Natural Language Processing Market Report Highlights:

  • The solution segment dominated the natural language processing industry with a revenue share of 71.5% in 2024. This dominance shows a strong demand for comprehensive NLP solutions in the market.
  • The on-premises segment accounted for the largest share of the natural language industry in 2024. The on-premises NLP deployment offers full control, visibility, and authentication security controls over data.
  • The large enterprises segment held the largest revenue share in 2024. It is attributable to the strong demand for predictive approaches to maintain data security.
  • The statistical NLP segment held the largest revenue share in 2024. Statistical NLP held a dominant position in the market. It accounted for a major share due to its proven effectiveness.
  • The automatic summarization segment held the largest revenue share in 2024. It captured a significant share due to its wide-ranging applications.
  • The healthcare segment dominated the natural language processing industry with the largest revenue share in 2024. The sector accounted for a major share due to high data volumes and complex documentation needs.
  • North America held the largest revenue share of 30.1% in 2024. The natural language processing market in North America is expanding as organizations prioritize AI-driven communication tools.

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
  • 1.2. Market Definition
  • 1.3. Information Procurement
    • 1.3.1. Purchased Database
    • 1.3.2. GVR's Internal Database
    • 1.3.3. Secondary Sources & Third-Party Perspectives
    • 1.3.4. Primary Research
  • 1.4. Information Analysis
    • 1.4.1. Data Analysis Technologies
  • 1.5. Market Formulation & Data Visualization
  • 1.6. Data Validation & Publishing

Chapter 2. Executive Summary

  • 2.1. Market Insights
  • 2.2. Segmental Outlook
  • 2.3. Competitive Outlook

Chapter 3. Natural Language Processing Market Variables, Trends & Scope

  • 3.1. Global Natural Language Processing Market Outlook
  • 3.2. Industry Value Chain Analysis
  • 3.3. Market Dynamics
    • 3.3.1. Market Driver Analysis
    • 3.3.2. Market Restraint Analysis
    • 3.3.3. Industry Challenges
  • 3.4. Porter's Five Forces Analysis
    • 3.4.1. Supplier Power
    • 3.4.2. Buyer Power
    • 3.4.3. Substitution Threat
    • 3.4.4. Threat from New Entrants
    • 3.4.5. Competitive Rivalry
  • 3.5. PESTEL Analysis
    • 3.5.1. Political Landscape
    • 3.5.2. Economic Landscape
    • 3.5.3. Social Landscape
    • 3.5.4. Technological Landscape
    • 3.5.5. Environmental Landscape
    • 3.5.6. Legal Landscape

Chapter 4. Natural Language Processing Market: Component Estimates & Forecasts

  • 4.1. Natural Language Processing Market: Component Movement Analysis, 2024 & 2030
    • 4.1.1. Solution
      • 4.1.1.1. Solution Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 4.1.2. Services
      • 4.1.2.1. Services Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)

Chapter 5. Natural Language Processing Market: Deployment Estimates & Forecasts

  • 5.1. Natural Language Processing Market: Deployment Movement Analysis, 2024 & 2030
    • 5.1.1. Cloud
      • 5.1.1.1. Cloud Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 5.1.2. On-Premise
      • 5.1.2.1. On-Premise Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)

Chapter 6. Natural Language Processing Market: Enterprise Size Estimates & Forecasts

  • 6.1. Natural Language Processing Market: Enterprise Size Movement Analysis, 2024 & 2030
    • 6.1.1. Large Enterprises
      • 6.1.1.1. Large Enterprises Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 6.1.2. Small and Medium Enterprises
      • 6.1.2.1. Small and Medium Enterprises Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)

Chapter 7. Natural Language Processing Market: Type Outlook Estimates & Forecasts

  • 7.1. Natural Language Processing Natural Language Processing Market: Type Movement Analysis, 2024 & 2030
    • 7.1.1. Statistical NLP
      • 7.1.1.1. Statistical NLP Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 7.1.2. Rule-Based NLP
      • 7.1.2.1. Rule-Based NLP Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 7.1.3. Hybrid NLP
      • 7.1.3.1. Hybrid NLP Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)

Chapter 8. Natural Language Processing Market: Application Outlook Estimates & Forecasts

  • 8.1. Natural Language Processing Market: Application Movement Analysis, 2024 & 2030
    • 8.1.1. Sentiment Analysis
      • 8.1.1.1. Sentiment Analysis Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.1.2. Data Extraction
      • 8.1.2.1. Data Extraction Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.1.3. Risk and Threat Detection
      • 8.1.3.1. Risk and Threat Detection Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.1.4. Automatic Summarization
      • 8.1.4.1. Automatic Summarization Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.1.5. Content Management
      • 8.1.5.1. Content Management Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.1.6. Language Scoring
      • 8.1.6.1. Language Scoring Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.1.7. Others
      • 8.1.7.1. Others Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)

Chapter 9. Natural Language Processing Market: End Use Outlook Estimates & Forecasts

  • 9.1. Natural Language Processing Market: End Use Movement Analysis, 2024 & 2030
    • 9.1.1. BFSI
      • 9.1.1.1. BFSI Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 9.1.2. IT & Telecommunication
      • 9.1.2.1. IT & Telecommunication Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 9.1.3. Healthcare
      • 9.1.3.1. Healthcare Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 9.1.4. Education
      • 9.1.4.1. Education Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 9.1.5. Media & Entertainment
      • 9.1.5.1. Media & Entertainment Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 9.1.6. Retail & E-commerce
      • 9.1.6.1. Retail & E-commerce Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 9.1.7. Others
      • 9.1.7.1. Others Natural Language Processing Market estimates and forecast, 2018 - 2030 (USD Billion)

Chapter 10. Natural Language Processing Natural Language Processing Market: Regional Estimates & Trend Analysis

  • 10.1. Natural Language Processing Market Share, By Region, 2024 & 2030 USD Billion
  • 10.2. North America
    • 10.2.1. North America Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.2.1.1. North America Natural Language Processing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Billion)
      • 10.2.1.2. North America Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.2.1.3. North America Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.2.1.4. North America Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.2.1.5. North America Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.2.1.6. North America Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.2.1.7. North America Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.2.2. U.S.
      • 10.2.2.1. U.S. Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.2.2.2. U.S. Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.2.2.3. U.S. Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.2.2.4. U.S. Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.2.2.5. U.S. Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.2.2.6. U.S. Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.2.2.7. U.S. Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.2.3. Canada
      • 10.2.3.1. Canada Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.2.3.2. Canada Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.2.3.3. Canada Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.2.3.4. Canada Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.2.3.5. Canada Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.2.3.6. Canada Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.2.3.7. Canada Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.2.4. Mexico
      • 10.2.4.1. Mexico Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.2.4.2. Mexico Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.2.4.3. Mexico Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.2.4.4. Mexico Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.2.4.5. Mexico Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.2.4.6. Mexico Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.2.4.7. Mexico Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
  • 10.3. Europe
    • 10.3.1. Europe Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.3.1.1. Europe Natural Language Processing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Billion)
      • 10.3.1.2. Europe Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.3.1.3. Europe Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.3.1.4. Europe Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.3.1.5. Europe Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.3.1.6. Europe Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.3.1.7. Europe Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.3.2. UK
      • 10.3.2.1. UK Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.3.2.2. UK Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.3.2.3. UK Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.3.2.4. UK Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.3.2.5. UK Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.3.2.6. UK Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.3.2.7. UK Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.3.3. Germany
      • 10.3.3.1. Germany Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.3.3.2. Germany Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.3.3.3. Germany Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.3.3.4. Germany Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.3.3.5. Germany Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.3.3.6. Germany Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.3.3.7. Germany Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.3.4. France
      • 10.3.4.1. France Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.3.4.2. France Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.3.4.3. France Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.3.4.4. France Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.3.4.5. France Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.3.4.6. France Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.3.4.7. France Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
  • 10.4. Asia Pacific
    • 10.4.1. Asia Pacific Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.1.1. Asia Pacific Natural Language Processing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Billion)
      • 10.4.1.2. Asia Pacific Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.4.1.3. Asia Pacific Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.1.4. Asia Pacific Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.1.5. Asia Pacific Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.4.1.6. Asia Pacific Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.4.1.7. Asia Pacific Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.4.2. China
      • 10.4.2.1. China Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.2.2. China Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.4.2.3. China Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.2.4. China Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.2.5. China Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.4.2.6. China Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.4.2.7. China Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.4.3. Japan
      • 10.4.3.1. Japan Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.3.2. Japan Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.4.3.3. Japan Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.3.4. Japan Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.3.5. Japan Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.4.3.6. Japan Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.4.3.7. Japan Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.4.4. India
      • 10.4.4.1. India Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.4.2. India Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.4.4.3. India Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.4.4. India Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.4.5. India Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.4.4.6. India Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.4.4.7. India Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.4.5. Australia
      • 10.4.5.1. Australia Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.5.2. Australia Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.4.5.3. Australia Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.5.4. Australia Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.5.5. Australia Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.4.5.6. Australia Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.4.5.7. Australia Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.4.6. South Korea
      • 10.4.6.1. South Korea Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.4.6.2. South Korea Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.4.6.3. South Korea Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.4.6.4. South Korea Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.4.6.5. South Korea Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.4.6.6. South Korea Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.4.6.7. South Korea Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
  • 10.5. Latin America
    • 10.5.1. Latin America Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.5.1.1. Latin America Natural Language Processing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Billion)
      • 10.5.1.2. Latin America Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.5.1.3. Latin America Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.5.1.4. Latin America Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.5.1.5. Latin America Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.5.1.6. Latin America Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.5.1.7. Latin America Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.5.2. Brazil
      • 10.5.2.1. Brazil Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.5.2.2. Brazil Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.5.2.3. Brazil Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.5.2.4. Brazil Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.5.2.5. Brazil Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.5.2.6. Brazil Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.5.2.7. Brazil Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
  • 10.6. Middle East and Africa
    • 10.6.1. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.6.1.1. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Billion)
      • 10.6.1.2. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.6.1.3. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.6.1.4. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.6.1.5. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.6.1.6. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.6.1.7. Middle East and Africa Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.6.2. UAE
      • 10.6.2.1. UAE Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.6.2.2. UAE Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.6.2.3. UAE Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.6.2.4. UAE Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.6.2.5. UAE Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.6.2.6. UAE Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.6.2.7. UAE Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.6.3. KSA
      • 10.6.3.1. KSA Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.6.3.2. KSA Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.6.3.3. KSA Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.6.3.4. KSA Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.6.3.5. KSA Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.6.3.6. KSA Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.6.3.7. KSA Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 10.6.4. South Africa
      • 10.6.4.1. South Africa Natural Language Processing Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 10.6.4.2. South Africa Natural Language Processing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Billion)
      • 10.6.4.3. South Africa Natural Language Processing Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Billion)
      • 10.6.4.4. South Africa Natural Language Processing Market Estimates and Forecasts, by Enterprise Size, 2018 - 2030 (USD Billion)
      • 10.6.4.5. South Africa Natural Language Processing Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Billion)
      • 10.6.4.6. South Africa Natural Language Processing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 10.6.4.7. South Africa Natural Language Processing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)

Chapter 11. Competitive Landscape

  • 11.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 11.2. Vendor Landscape
    • 11.2.1. Company categorization
    • 11.2.2. List of Key Distributors and Channel Partners
    • 11.2.3. List of Potential End Use/Listings
  • 11.3. Competitive Dynamics
    • 11.3.1. Competitive Benchmarking
    • 11.3.2. Strategy Mapping
    • 11.3.3. Heat Map Analysis
  • 11.4. Company Profiles/Listing
    • 11.4.1. 3M
      • 11.4.1.1. Participant's overview
      • 11.4.1.2. Financial performance
      • 11.4.1.3. Deployment benchmarking
      • 11.4.1.4. Strategic initiatives
    • 11.4.2. Apple Inc.
      • 11.4.2.1. Participant's overview
      • 11.4.2.2. Financial performance
      • 11.4.2.3. Deployment benchmarking
      • 11.4.2.4. Strategic initiatives
    • 11.4.3. Amazon Web Services, Inc.
      • 11.4.3.1. Participant's overview
      • 11.4.3.2. Financial performance
      • 11.4.3.3. Deployment benchmarking
      • 11.4.3.4. Strategic initiatives
    • 11.4.4. Baidu Inc.
      • 11.4.4.1. Participant's overview
      • 11.4.4.2. Financial performance
      • 11.4.4.3. Deployment benchmarking
      • 11.4.4.4. Strategic initiatives
    • 11.4.5. Crayon Data
      • 11.4.5.1. Participant's overview
      • 11.4.5.2. Financial performance
      • 11.4.5.3. Deployment benchmarking
      • 11.4.5.4. Strategic initiatives
    • 11.4.6. Google LLC
      • 11.4.6.1. Participant's overview
      • 11.4.6.2. Financial performance
      • 11.4.6.3. Deployment benchmarking
      • 11.4.6.4. Strategic initiatives
    • 11.4.7. Health Fidelity
      • 11.4.7.1. Participant's overview
      • 11.4.7.2. Financial performance
      • 11.4.7.3. Deployment benchmarking
      • 11.4.7.4. Strategic initiatives
    • 11.4.8. IBM Corporation
      • 11.4.8.1. Participant's overview
      • 11.4.8.2. Financial performance
      • 11.4.8.3. Deployment benchmarking
      • 11.4.8.4. Strategic initiatives
    • 11.4.9. Inbenta
      • 11.4.9.1. Participant's overview
      • 11.4.9.2. Financial performance
      • 11.4.9.3. Deployment benchmarking
      • 11.4.9.4. Strategic initiatives
    • 11.4.10. IQVIA
      • 11.4.10.1. Participant's overview
      • 11.4.10.2. Financial performance
      • 11.4.10.3. Deployment benchmarking
      • 11.4.10.4. Strategic initiatives
    • 11.4.11. Meta Platforms Inc.
      • 11.4.11.1. Participant's overview
      • 11.4.11.2. Financial performance
      • 11.4.11.3. Deployment benchmarking
      • 11.4.11.4. Strategic initiatives
    • 11.4.12. Microsoft
      • 11.4.12.1. Participant's overview
      • 11.4.12.2. Financial performance
      • 11.4.12.3. Deployment benchmarking
      • 11.4.12.4. Strategic initiatives
    • 11.4.13. Oracle
      • 11.4.13.1. Participant's overview
      • 11.4.13.2. Financial performance
      • 11.4.13.3. Deployment benchmarking
      • 11.4.13.4. Strategic initiatives
    • 11.4.14. SAS Institute Inc.
      • 11.4.14.1. Participant's overview
      • 11.4.14.2. Financial performance
      • 11.4.14.3. Deployment benchmarking
      • 11.4.14.4. Strategic initiatives