コグニティブ・アナリティクス市場：コンポーネント、テクノロジー、アプリケーション、分野別-2025年～2030年の世界予測

コグニティブ・アナリティクス市場は、2023年に115億8,000万米ドルと評価され、2024年には159億2,000万米ドルに達すると予測され、CAGR 37.89％で成長し、2030年には1,098億3,000万米ドルになると予測されています。

高度なデータ分析の新興領域であるコグニティブ・アナリティクスは、人工知能、機械学習、自然言語処理などの高度な技術を採用し、複雑なデータセットを分析する際の人間の思考プロセスを模倣します。コグニティブ・アナリティクスの必要性は、リアルタイムで実用的な洞察と強化された意思決定能力に対する需要の高まりから生じています。ヘルスケア、金融、小売業、製造業などさまざまな分野で活用され、オペレーションの最適化、顧客体験の向上、イノベーションの推進に役立っています。最終用途の範囲は、予知保全、不正検知、パーソナライズド・マーケティング、顧客サービス強化などにも及ぶ。コグニティブ・アナリティクス市場は、主にデータ生成の急激な増加、AI技術の進歩、クラウドコンピューティングの採用増加によって牽引されています。主な成長要因は、インテリジェントな考察を通じて競合優位性を獲得する組織ニーズの高まりです。潜在的なビジネスチャンスは、コグニティブ・アナリティクスの価値を認識しつつもリソースの制約に直面している中堅・中小企業にコグニティブ・アナリティクスの機能を拡大することにあります。このような機会を捉えるための推奨事項としては、特定の業界のニーズに合わせたスケーラブルで費用対効果の高いソリューションの開発や、スキルギャップに対処するための強固なトレーニングプログラムの推進などが挙げられます。とはいえ、市場の成長は、高い導入コスト、データ・プライバシーに関する懸念、コグニティブ・ソリューションと既存のビジネス・プロセスとの統合の複雑さといった限界に直面しています。さらに、アルゴリズムがデータに含まれる既存の偏見を不注意に強化する可能性がある認知バイアスという課題もあります。技術革新と研究が熟している分野には、精度を高めるための機械学習モデルの強化、より幅広いアクセシビリティのための直感的なユーザーインターフェースの開発、バイアスを緩和するための倫理的枠組みの探求などがあります。市場の競争は激しく、かつ急速に進化しているため、技術の進歩の最前線に立ち続け、このような課題の中で強靭性を確保し、成長機会を活用するための継続的な調査と製品開発が必要です。

市場力学：急速に進化するコグニティブ・アナリティクス市場の主要市場インサイトを公開

コグニティブ・アナリティクス市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的決定の精緻化、そして新たなビジネスチャンスの獲得に備えることができます。こうした動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができるとともに、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • エンドユーザー業界全体におけるデータ主導の意思決定への注目の高まり
  • デジタル化されたスマートな産業運営に向けた多額の投資
  • 消費者体験の向上とリアルタイムの洞察の利用可能性を高めるための採用
• 市場抑制要因
  • コグニティブ・アナリティクスに関連する設置とメンテナンスの複雑さ
• 市場機会
  • スマート工場と製造部門に対する政府の支援イニシアティブ
  • 新しいツールやソフトウェアの開発によるコグニティブ・アナリティクスの進歩
• 市場の課題
  • データのセキュリティとプライバシーに関する懸念

ポーターの5つの力：コグニティブ・アナリティクス市場をナビゲートする戦略ツール

ポーターの5つの力フレームワークは、コグニティブ・アナリティクス市場の競合情勢を理解するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することができ、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：コグニティブ・アナリティクス市場における外部からの影響の把握

外部マクロ環境要因は、コグニティブ・アナリティクス市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析コグニティブ・アナリティクス市場における競合情勢の把握

コグニティブ・アナリティクス市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的な意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックスコグニティブ・アナリティクス市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、コグニティブ・アナリティクス市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限によりベンダーを明確かつ的確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨コグニティブ・アナリティクス市場における成功への道筋を描く

コグニティブ・アナリティクス市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を検討することで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています：

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています：

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • エンドユーザー業界全体でデータに基づく意思決定への注目が高まっている
    • デジタル化とスマート化が進む産業オペレーションへの多額の投資
    • 消費者体験の向上とリアルタイムの洞察の可用性を実現
  • 抑制要因
    • コグニティブ・アナリティクスに関連するインストールとメンテナンスの複雑さ
  • 機会
    • スマート工場と製造業に対する政府の支援策
    • 新しいツールとソフトウェアの開発によるコグニティブ・アナリティクスの進歩
  • 課題
    • データのセキュリティとプライバシーに関する懸念
• 市場セグメンテーション分析
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 コグニティブ・アナリティクス市場：コンポーネント別

• サービス
• ソリューション

第7章 コグニティブ・アナリティクス市場：技術別

• 自動推論
• 機械学習
• 自然言語処理
  • ディープラーニング
  • オープン
  • ルールベース
  • 統計

第8章 コグニティブ・アナリティクス市場：用途別

• 顧客分析とパーソナライゼーション
• 不正行為とリスク管理
• 生産性と効率管理

第9章 コグニティブ・アナリティクス市場：業界別

• 銀行・金融
• サイバーセキュリティ
• 教育
• ヘルスケア
• 物流・輸送
• 電力とエネルギー
• 小売業

第10章 南北アメリカのコグニティブ・アナリティクス市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第11章 アジア太平洋地域のコグニティブ・アナリティクス市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第12章 欧州・中東・アフリカのコグニティブ・アナリティクス市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第13章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
• 戦略分析と提言

企業一覧

• Accenture PLC
• Adobe Inc.
• Amazon Web Services, Inc.
• Attivio Inc.
• Cisco Systems, Inc.
• CognitiveScale
• Deloitte LLP
• Expert System S.p.A.
• General Electric Company
• Google LLC by Alphabet Inc.
• Infosys Limited
• Intel Corporation
• International Business Machines Corporation
• Microsoft Corporation
• Nokia Corporation
• Numenta, Inc.
• Oracle Corporation
• Salesforce, Inc.
• SAP SE
• SAS Institute Inc.
• Sinequa
• ThoughtSpot Inc.
• TIBCO Software Inc.
• Veritone Inc.
• Wipro Limited

LIST OF FIGURES

• FIGURE 1. COGNITIVE ANALYTICS MARKET RESEARCH PROCESS
• FIGURE 2. COGNITIVE ANALYTICS MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. AMERICAS COGNITIVE ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 15. AMERICAS COGNITIVE ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. UNITED STATES COGNITIVE ANALYTICS MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 17. UNITED STATES COGNITIVE ANALYTICS MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. ASIA-PACIFIC COGNITIVE ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 19. ASIA-PACIFIC COGNITIVE ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. EUROPE, MIDDLE EAST & AFRICA COGNITIVE ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. EUROPE, MIDDLE EAST & AFRICA COGNITIVE ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. COGNITIVE ANALYTICS MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 23. COGNITIVE ANALYTICS MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. COGNITIVE ANALYTICS MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. COGNITIVE ANALYTICS MARKET DYNAMICS
• TABLE 7. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY SOLUTIONS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY AUTOMATED REASONING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY DEEP-LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY OPEN, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY RULE-BASED, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY STATISTICAL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY CUSTOMER ANALYSIS & PERSONALIZATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY FRAUD & RISK MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY PRODUCTIVITY & EFFICIENCY MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY BANKING & FINANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY CYBER SECURITY, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY EDUCATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY LOGISTICS & TRANSPORTATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY POWER & ENERGY, BY REGION, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL COGNITIVE ANALYTICS MARKET SIZE, BY RETAIL INDUSTRY, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. AMERICAS COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 32. AMERICAS COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 33. AMERICAS COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 34. AMERICAS COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 35. AMERICAS COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 36. AMERICAS COGNITIVE ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 37. ARGENTINA COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 38. ARGENTINA COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 39. ARGENTINA COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 40. ARGENTINA COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 41. ARGENTINA COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 42. BRAZIL COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 43. BRAZIL COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 44. BRAZIL COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 45. BRAZIL COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 46. BRAZIL COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 47. CANADA COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 48. CANADA COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 49. CANADA COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 50. CANADA COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 51. CANADA COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 52. MEXICO COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 53. MEXICO COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 54. MEXICO COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 55. MEXICO COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 56. MEXICO COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 57. UNITED STATES COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 58. UNITED STATES COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 59. UNITED STATES COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 60. UNITED STATES COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 61. UNITED STATES COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 62. UNITED STATES COGNITIVE ANALYTICS MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 63. ASIA-PACIFIC COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 64. ASIA-PACIFIC COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 65. ASIA-PACIFIC COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 66. ASIA-PACIFIC COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 67. ASIA-PACIFIC COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 68. ASIA-PACIFIC COGNITIVE ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 69. AUSTRALIA COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 70. AUSTRALIA COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 71. AUSTRALIA COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 72. AUSTRALIA COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 73. AUSTRALIA COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 74. CHINA COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 75. CHINA COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 76. CHINA COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 77. CHINA COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 78. CHINA COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 79. INDIA COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 80. INDIA COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 81. INDIA COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 82. INDIA COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 83. INDIA COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 84. INDONESIA COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 85. INDONESIA COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 86. INDONESIA COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 87. INDONESIA COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 88. INDONESIA COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 89. JAPAN COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 90. JAPAN COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 91. JAPAN COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 92. JAPAN COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 93. JAPAN COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 94. MALAYSIA COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 95. MALAYSIA COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 96. MALAYSIA COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 97. MALAYSIA COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 98. MALAYSIA COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 99. PHILIPPINES COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 100. PHILIPPINES COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 101. PHILIPPINES COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 102. PHILIPPINES COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 103. PHILIPPINES COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 104. SINGAPORE COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 105. SINGAPORE COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 106. SINGAPORE COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 107. SINGAPORE COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 108. SINGAPORE COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 109. SOUTH KOREA COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 110. SOUTH KOREA COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 111. SOUTH KOREA COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 112. SOUTH KOREA COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 113. SOUTH KOREA COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 114. TAIWAN COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 115. TAIWAN COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 116. TAIWAN COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 117. TAIWAN COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 118. TAIWAN COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 119. THAILAND COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 120. THAILAND COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 121. THAILAND COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 122. THAILAND COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 123. THAILAND COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 124. VIETNAM COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 125. VIETNAM COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 126. VIETNAM COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 127. VIETNAM COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 128. VIETNAM COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 129. EUROPE, MIDDLE EAST & AFRICA COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 130. EUROPE, MIDDLE EAST & AFRICA COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 131. EUROPE, MIDDLE EAST & AFRICA COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 132. EUROPE, MIDDLE EAST & AFRICA COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 133. EUROPE, MIDDLE EAST & AFRICA COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 134. EUROPE, MIDDLE EAST & AFRICA COGNITIVE ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 135. DENMARK COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 136. DENMARK COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 137. DENMARK COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 138. DENMARK COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 139. DENMARK COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 140. EGYPT COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 141. EGYPT COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 142. EGYPT COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 143. EGYPT COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 144. EGYPT COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 145. FINLAND COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 146. FINLAND COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 147. FINLAND COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 148. FINLAND COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 149. FINLAND COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 150. FRANCE COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 151. FRANCE COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 152. FRANCE COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 153. FRANCE COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 154. FRANCE COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 155. GERMANY COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 156. GERMANY COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 157. GERMANY COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 158. GERMANY COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 159. GERMANY COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 160. ISRAEL COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 161. ISRAEL COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 162. ISRAEL COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 163. ISRAEL COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 164. ISRAEL COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 165. ITALY COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 166. ITALY COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 167. ITALY COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 168. ITALY COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 169. ITALY COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 170. NETHERLANDS COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 171. NETHERLANDS COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 172. NETHERLANDS COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 173. NETHERLANDS COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 174. NETHERLANDS COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 175. NIGERIA COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 176. NIGERIA COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 177. NIGERIA COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 178. NIGERIA COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 179. NIGERIA COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 180. NORWAY COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 181. NORWAY COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 182. NORWAY COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 183. NORWAY COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 184. NORWAY COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 185. POLAND COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 186. POLAND COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 187. POLAND COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 188. POLAND COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 189. POLAND COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 190. QATAR COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 191. QATAR COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 192. QATAR COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 193. QATAR COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 194. QATAR COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 195. RUSSIA COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 196. RUSSIA COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 197. RUSSIA COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 198. RUSSIA COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 199. RUSSIA COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 200. SAUDI ARABIA COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 201. SAUDI ARABIA COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 202. SAUDI ARABIA COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 203. SAUDI ARABIA COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 204. SAUDI ARABIA COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 205. SOUTH AFRICA COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 206. SOUTH AFRICA COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 207. SOUTH AFRICA COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 208. SOUTH AFRICA COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 209. SOUTH AFRICA COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 210. SPAIN COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 211. SPAIN COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 212. SPAIN COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 213. SPAIN COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 214. SPAIN COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 215. SWEDEN COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 216. SWEDEN COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 217. SWEDEN COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 218. SWEDEN COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 219. SWEDEN COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 220. SWITZERLAND COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 221. SWITZERLAND COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 222. SWITZERLAND COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 223. SWITZERLAND COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 224. SWITZERLAND COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 225. TURKEY COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 226. TURKEY COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 227. TURKEY COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 228. TURKEY COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 229. TURKEY COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 230. UNITED ARAB EMIRATES COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 231. UNITED ARAB EMIRATES COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 232. UNITED ARAB EMIRATES COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 233. UNITED ARAB EMIRATES COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 234. UNITED ARAB EMIRATES COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 235. UNITED KINGDOM COGNITIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 236. UNITED KINGDOM COGNITIVE ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 237. UNITED KINGDOM COGNITIVE ANALYTICS MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2030 (USD MILLION)
• TABLE 238. UNITED KINGDOM COGNITIVE ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 239. UNITED KINGDOM COGNITIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
• TABLE 240. COGNITIVE ANALYTICS MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 241. COGNITIVE ANALYTICS MARKET, FPNV POSITIONING MATRIX, 2023

The Cognitive Analytics Market was valued at USD 11.58 billion in 2023, expected to reach USD 15.92 billion in 2024, and is projected to grow at a CAGR of 37.89%, to USD 109.83 billion by 2030.

Cognitive analytics, an emergent domain within advanced data analytics, employs sophisticated technologies such as artificial intelligence, machine learning, and natural language processing to mimic human thought processes in analyzing complex data sets. The necessity for cognitive analytics arises from the growing demand for actionable insights and enhanced decision-making capabilities in real-time. Applications span across various sectors including healthcare, finance, retail, and manufacturing, where they optimize operations, enhance customer experiences, and drive innovation. End-use scope further encompasses use in predictive maintenance, fraud detection, personalized marketing, and customer service enhancement. The cognitive analytics market is primarily driven by the exponential rise in data generation, advancements in AI technologies, and the increasing adoption of cloud computing. A key growth factor is the rising need for organizations to gain competitive advantage through intelligent insights. Potential opportunities lie in expanding cognitive analytics capabilities to small and mid-sized enterprises that increasingly recognize its value but face resource constraints. Recommendations to seize these opportunities include developing scalable, cost-effective solutions tailored to specific industry needs and promoting robust training programs to address skill gaps. Nevertheless, the market's growth faces limitations such as high implementation costs, data privacy concerns, and the complexity of integrating cognitive solutions with existing business processes. Additionally, there is a challenge in cognitive bias, where algorithms may inadvertently reinforce existing prejudices contained in data. Areas ripe for innovation and research include enhancing machine learning models for greater accuracy, developing intuitive user interfaces for broader accessibility, and exploring ethical frameworks to mitigate bias. The nature of the market is highly competitive yet rapidly evolving, necessitating continuous research and product development efforts to remain at the forefront of technological advances, ensuring resilience amidst such challenges and leveraging growth opportunities.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Cognitive Analytics Market

The Cognitive Analytics Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Growing focus on data-driven decision-making across end-user industries
  • Significant investments for digitized and smart industrial operations
  • Adoption to enhance consumer experience and availability of real-time insights
• Market Restraints
  • Installation and maintenance complexities associated with cognitive analytics
• Market Opportunities
  • Supportive government initiatives for smart factories and manufacturing sector
  • Advancements in cognitive analytics with development of new tools and software
• Market Challenges
  • Concerns regarding data security and privacy

Porter's Five Forces: A Strategic Tool for Navigating the Cognitive Analytics Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Cognitive Analytics Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Cognitive Analytics Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Cognitive Analytics Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Cognitive Analytics Market

A detailed market share analysis in the Cognitive Analytics Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Cognitive Analytics Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Cognitive Analytics Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Cognitive Analytics Market

A strategic analysis of the Cognitive Analytics Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Cognitive Analytics Market, highlighting leading vendors and their innovative profiles. These include Accenture PLC, Adobe Inc., Amazon Web Services, Inc., Attivio Inc., Cisco Systems, Inc., CognitiveScale, Deloitte LLP, Expert System S.p.A., General Electric Company, Google LLC by Alphabet Inc., Infosys Limited, Intel Corporation, International Business Machines Corporation, Microsoft Corporation, Nokia Corporation, Numenta, Inc., Oracle Corporation, Salesforce, Inc., SAP SE, SAS Institute Inc., Sinequa, ThoughtSpot Inc., TIBCO Software Inc., Veritone Inc., and Wipro Limited.

Market Segmentation & Coverage

This research report categorizes the Cognitive Analytics Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Component, market is studied across Services and Solutions.
• Based on Technology, market is studied across Automated Reasoning, Machine Learning, and Natural Language Processing. The Natural Language Processing is further studied across Deep-learning, Open, Rule-based, and Statistical.
• Based on Application, market is studied across Customer Analysis & Personalization, Fraud & Risk Management, and Productivity & Efficiency Management.
• Based on Vertical, market is studied across Banking & Finance, Cyber Security, Education, Healthcare, Logistics & Transportation, Power & Energy, and Retail Industry.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Growing focus on data-driven decision-making across end-user industries
    • 5.1.1.2. Significant investments for digitized and smart industrial operations
    • 5.1.1.3. Adoption to enhance consumer experience and availability of real-time insights
  • 5.1.2. Restraints
    • 5.1.2.1. Installation and maintenance complexities associated with cognitive analytics
  • 5.1.3. Opportunities
    • 5.1.3.1. Supportive government initiatives for smart factories and manufacturing sector
    • 5.1.3.2. Advancements in cognitive analytics with development of new tools and software
  • 5.1.4. Challenges
    • 5.1.4.1. Concerns regarding data security and privacy
• 5.2. Market Segmentation Analysis
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Cognitive Analytics Market, by Component

• 6.1. Introduction
• 6.2. Services
• 6.3. Solutions

7. Cognitive Analytics Market, by Technology

• 7.1. Introduction
• 7.2. Automated Reasoning
• 7.3. Machine Learning
• 7.4. Natural Language Processing
  • 7.4.1. Deep-learning
  • 7.4.2. Open
  • 7.4.3. Rule-based
  • 7.4.4. Statistical

8. Cognitive Analytics Market, by Application

• 8.1. Introduction
• 8.2. Customer Analysis & Personalization
• 8.3. Fraud & Risk Management
• 8.4. Productivity & Efficiency Management

9. Cognitive Analytics Market, by Vertical

• 9.1. Introduction
• 9.2. Banking & Finance
• 9.3. Cyber Security
• 9.4. Education
• 9.5. Healthcare
• 9.6. Logistics & Transportation
• 9.7. Power & Energy
• 9.8. Retail Industry

10. Americas Cognitive Analytics Market

• 10.1. Introduction
• 10.2. Argentina
• 10.3. Brazil
• 10.4. Canada
• 10.5. Mexico
• 10.6. United States

11. Asia-Pacific Cognitive Analytics Market

• 11.1. Introduction
• 11.2. Australia
• 11.3. China
• 11.4. India
• 11.5. Indonesia
• 11.6. Japan
• 11.7. Malaysia
• 11.8. Philippines
• 11.9. Singapore
• 11.10. South Korea
• 11.11. Taiwan
• 11.12. Thailand
• 11.13. Vietnam

12. Europe, Middle East & Africa Cognitive Analytics Market

• 12.1. Introduction
• 12.2. Denmark
• 12.3. Egypt
• 12.4. Finland
• 12.5. France
• 12.6. Germany
• 12.7. Israel
• 12.8. Italy
• 12.9. Netherlands
• 12.10. Nigeria
• 12.11. Norway
• 12.12. Poland
• 12.13. Qatar
• 12.14. Russia
• 12.15. Saudi Arabia
• 12.16. South Africa
• 12.17. Spain
• 12.18. Sweden
• 12.19. Switzerland
• 12.20. Turkey
• 12.21. United Arab Emirates
• 12.22. United Kingdom

13. Competitive Landscape

• 13.1. Market Share Analysis, 2023
• 13.2. FPNV Positioning Matrix, 2023
• 13.3. Competitive Scenario Analysis
• 13.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Accenture PLC
• 2. Adobe Inc.
• 3. Amazon Web Services, Inc.
• 4. Attivio Inc.
• 5. Cisco Systems, Inc.
• 6. CognitiveScale
• 7. Deloitte LLP
• 8. Expert System S.p.A.
• 9. General Electric Company
• 10. Google LLC by Alphabet Inc.
• 11. Infosys Limited
• 12. Intel Corporation
• 13. International Business Machines Corporation
• 14. Microsoft Corporation
• 15. Nokia Corporation
• 16. Numenta, Inc.
• 17. Oracle Corporation
• 18. Salesforce, Inc.
• 19. SAP SE
• 20. SAS Institute Inc.
• 21. Sinequa
• 22. ThoughtSpot Inc.
• 23. TIBCO Software Inc.
• 24. Veritone Inc.
• 25. Wipro Limited