コグニティブコラボレーション市場：コンポーネント別、アプリケーション分野別、展開モデル別、組織規模別、業種別-2025年～2030年の世界予測

コグニティブコラボレーション市場の2023年の市場規模は14億6,000万米ドルで、2024年には16億7,000万米ドルに達すると予測され、CAGR 14.85％で成長し、2030年には38億7,000万米ドルに達すると予測されています。

人工知能（AI）と人間のコラボレーションを融合したコグニティブコラボレーションは、機械学習と自然言語処理を統合することで、組織内の意思決定プロセスを強化し、ワークフローを最適化することを目指しています。コグニティブコラボレーションの必要性は、データの急激な増加に起因しており、手作業による解釈は現実的ではありません。ヘルスケア、金融、カスタマーサービスなどさまざまな領域で活用され、複雑なデータセットから得られる洞察によって成果を向上させています。自動化と高度な分析に対する需要の高まりが市場を牽引し、人材とテクノロジーのシームレスな連携を促進することが期待されています。成長に影響を与える主な要因としては、AIと機械学習技術の進歩、拡張性と機動性を高めるクラウドベースのソリューションの採用増加などが挙げられます。遠隔医療、財務予測、スマートな顧客サポートシステムなどの分野に潜在的なビジネスチャンスがあり、よりインテリジェントでパーソナライズされたユーザー体験へのシフトが示唆されています。しかし、初期コストの高さ、データプライバシーに関する懸念、熟練した専門家の不足といった課題が、市場の成長を阻害する可能性があります。さらに、コグニティブ・ソリューションとレガシー・システムとの統合の複雑さが、新たな課題となっています。最終用途の範囲は、主に大企業に関連性を見出すが、モジュール式の柔軟なソリューションが利用可能なため、中小企業にも徐々に浸透しつつあります。より直感的なユーザー・インターフェースの開発、データ・セキュリティ対策の強化、エンドユーザーの信頼を強化するための包括的なAI倫理フレームワークの構築など、技術革新と研究が必要な分野は多いです。市場は急速な技術進化と競合ベンダー情勢を特徴としており、継続的なイノベーションと適応が求められます。企業は、新たな機会を十分に活用するために、規制の変化やAIの進歩に常に敏感でなければならないです。このような成長の可能性を効果的に利用するために、企業は戦略的パートナーシップを重視して能力を拡大し、進化するAI技術を補完するために従業員のスキルアップに投資して、持続的な競争優位性と市場リーダーシップを確保すべきです。

市場力学：急速に進化するコグニティブコラボレーション市場の主要市場インサイトを公開

コグニティブコラボレーション市場は、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
  • モビリティと企業間コラボレーションのニーズの高まり
  • 既存環境との容易なサービス統合
  • 顧客との積極的な対話など、利点の増加
• 市場抑制要因
  • コグニティブコラボレーションに関連する法的リスクの増加
• 市場機会
  • ビジネスプロセスにおける人工知能の採用拡大
  • コグニティブコラボレーションソリューションの技術的進歩
• 市場の課題
  • チームコラボレーションソフトウェアの連携が困難

ポーターの5つの力：コグニティブコラボレーション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、コグニティブコラボレーション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：コグニティブコラボレーション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、コグニティブコラボレーション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コラボレーション市場における競合情勢の把握

コグニティブコラボレーション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コラボレーション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、コグニティブコラボレーション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コラボレーション市場における成功への道筋を描く

コグニティブコラボレーション市場の戦略分析は、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
    • 企業間のモビリティとコラボレーションの必要性が高まる
    • 既存の環境へのサービスの容易な統合
    • 積極的な顧客対応などのメリットが増加
  • 抑制要因
    • コグニティブコラボレーションに関連する法的リスクの増大
  • 機会
    • ビジネスプロセスにおける人工知能の導入拡大
    • コグニティブコラボレーションソリューションにおける技術的進歩
  • 課題
    • チームコラボレーションソフトウェアの調整の難しさ
• 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 コグニティブコラボレーション市場：コンポーネント別

• サービス
• ソリューション

第7章 コグニティブコラボレーション市場：応用分野別

• データ分析
• 顔認識
• ソーシャルメディア支援

第8章 コグニティブコラボレーション市場展開モデル別

• クラウド上
• オンプレミス

第9章 コグニティブコラボレーション市場：組織規模別

• 大企業
• 中小企業

第10章 コグニティブコラボレーション市場：業界別

• BFSI
• 教育
• エネルギー・公益事業
• ヘルスケア
• ITおよび通信
• 小売り

第11章 南北アメリカのコグニティブコラボレーション市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第12章 アジア太平洋地域のコグニティブコラボレーション市場

• 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13章 欧州・中東・アフリカのコグニティブコラボレーション市場

• 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14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

• Chanty, Inc.
• Cisco Systems, Inc.
• Cognitive Scale Inc.
• Collaboration.Ai, Inc.
• Deloitte Touche Tohmatsu Limited
• Google LLC
• Intec Systems Limited
• International Business Machines Corporation
• Iotum Inc.
• Leverage Information Systems
• Loop AI Group
• Microsoft Corporation
• NIL Data Communications Ltd.
• Nokia Corporation
• Resemble Systems Limited
• Slack Technologies, LLC
• Softcat PLC
• Softweb Solutions Inc.
• Tata Communications Limited

LIST OF FIGURES

• FIGURE 1. COGNITIVE COLLABORATION MARKET RESEARCH PROCESS
• FIGURE 2. COGNITIVE COLLABORATION MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL COGNITIVE COLLABORATION MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL COGNITIVE COLLABORATION MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL COGNITIVE COLLABORATION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL COGNITIVE COLLABORATION MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL COGNITIVE COLLABORATION MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL COGNITIVE COLLABORATION MARKET SIZE, BY APPLICATION AREA, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL COGNITIVE COLLABORATION MARKET SIZE, BY APPLICATION AREA, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL COGNITIVE COLLABORATION MARKET SIZE, BY DEPLOYMENT MODEL, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL COGNITIVE COLLABORATION MARKET SIZE, BY DEPLOYMENT MODEL, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL COGNITIVE COLLABORATION MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL COGNITIVE COLLABORATION MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL COGNITIVE COLLABORATION MARKET SIZE, BY VERTICAL, 2023 VS 2030 (%)
• FIGURE 15. GLOBAL COGNITIVE COLLABORATION MARKET SIZE, BY VERTICAL, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. AMERICAS COGNITIVE COLLABORATION MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 17. AMERICAS COGNITIVE COLLABORATION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. UNITED STATES COGNITIVE COLLABORATION MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 19. UNITED STATES COGNITIVE COLLABORATION MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. ASIA-PACIFIC COGNITIVE COLLABORATION MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. ASIA-PACIFIC COGNITIVE COLLABORATION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. EUROPE, MIDDLE EAST & AFRICA COGNITIVE COLLABORATION MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 23. EUROPE, MIDDLE EAST & AFRICA COGNITIVE COLLABORATION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 24. COGNITIVE COLLABORATION MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 25. COGNITIVE COLLABORATION MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

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

The Cognitive Collaboration Market was valued at USD 1.46 billion in 2023, expected to reach USD 1.67 billion in 2024, and is projected to grow at a CAGR of 14.85%, to USD 3.87 billion by 2030.

Cognitive collaboration, a blend of artificial intelligence (AI) and human collaboration, aims to enhance decision-making processes within organizations, optimizing workflows by integrating machine learning and natural language processing. The necessity of cognitive collaboration stems from the exponential growth of data, where manual interpretation is impractical. It is utilized across various domains like healthcare, finance, and customer service to improve outcomes through insights derived from complex data sets. The market is driven by the increasing demand for automation and advanced analytics, promising to facilitate seamless personnel-to-technology collaborations. Key influencing growth factors include advancements in AI and machine learning technologies, coupled with the increased adoption of cloud-based solutions that boost scalability and mobility. Potential opportunities pivot around sectors such as telemedicine, financial forecasting, and smart customer support systems, suggesting a shift towards more intelligent and personalized user experiences. However, challenges such as high initial costs, data privacy concerns, and a shortage of skilled professionals can impede market growth. Furthermore, the integration complexity of cognitive solutions with legacy systems adds another layer of challenge. The end-use scope predominantly finds relevance in large enterprises but is slowly gaining traction among small and medium-sized enterprises due to the availability of modular, flexible solutions. Areas ripe for innovation and research are in developing more intuitive user interfaces, enhancing data security measures, and creating more comprehensive AI ethics frameworks to strengthen trust among end-users. The market is characterized by rapid technological evolution and competitive vendor landscapes, demanding continuous innovation and adaptation. Businesses must stay attuned to regulatory changes and advances in AI to exploit emerging opportunities fully. To tap into these growth possibilities effectively, companies should focus on strategic partnerships to expand capabilities and invest in upskilling their workforce to complement evolving AI technologies, ensuring sustained competitive advantage and market leadership.

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

The Cognitive Collaboration 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 need of the mobility as well as collaboration among the enterprises
  • Easy integration of services with the existing environment
  • Increasing number of benefits such as proactive customer interactions
• Market Restraints
  • Increasing legal risk associated with cognitive collaboration
• Market Opportunities
  • Growing adoption of artificial intelligence in business process
  • Technological advancements in cognitive collaboration solutions
• Market Challenges
  • Difficulties in aligning team collaboration software

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

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Cognitive Collaboration 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 Collaboration Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Cognitive Collaboration 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 Collaboration Market

A detailed market share analysis in the Cognitive Collaboration 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 Collaboration Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Cognitive Collaboration 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 Collaboration Market

A strategic analysis of the Cognitive Collaboration 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 Collaboration Market, highlighting leading vendors and their innovative profiles. These include Chanty, Inc., Cisco Systems, Inc., Cognitive Scale Inc., Collaboration.Ai, Inc., Deloitte Touche Tohmatsu Limited, Google LLC, Intec Systems Limited, International Business Machines Corporation, Iotum Inc., Leverage Information Systems, Loop AI Group, Microsoft Corporation, NIL Data Communications Ltd., Nokia Corporation, Resemble Systems Limited, Slack Technologies, LLC, Softcat PLC, Softweb Solutions Inc., and Tata Communications Limited.

Market Segmentation & Coverage

This research report categorizes the Cognitive Collaboration 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 Application Area, market is studied across Data Analytics, Facial Recognition, and Social Media Assistance.
• Based on Deployment model, market is studied across On-Cloud and On-Premises.
• Based on Organization Size, market is studied across Large Enterprises and SMEs.
• Based on Vertical, market is studied across BFSI, Education, Energy & Utilities, Healthcare, IT & Telecom, and Retail.
• 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 need of the mobility as well as collaboration among the enterprises
    • 5.1.1.2. Easy integration of services with the existing environment
    • 5.1.1.3. Increasing number of benefits such as proactive customer interactions
  • 5.1.2. Restraints
    • 5.1.2.1. Increasing legal risk associated with cognitive collaboration
  • 5.1.3. Opportunities
    • 5.1.3.1. Growing adoption of artificial intelligence in business process
    • 5.1.3.2. Technological advancements in cognitive collaboration solutions
  • 5.1.4. Challenges
    • 5.1.4.1. Difficulties in aligning team collaboration software
• 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 Collaboration Market, by Component

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

7. Cognitive Collaboration Market, by Application Area

• 7.1. Introduction
• 7.2. Data Analytics
• 7.3. Facial Recognition
• 7.4. Social Media Assistance

8. Cognitive Collaboration Market, by Deployment model

• 8.1. Introduction
• 8.2. On-Cloud
• 8.3. On-Premises

9. Cognitive Collaboration Market, by Organization Size

• 9.1. Introduction
• 9.2. Large Enterprises
• 9.3. SMEs

10. Cognitive Collaboration Market, by Vertical

• 10.1. Introduction
• 10.2. BFSI
• 10.3. Education
• 10.4. Energy & Utilities
• 10.5. Healthcare
• 10.6. IT & Telecom
• 10.7. Retail

11. Americas Cognitive Collaboration Market

• 11.1. Introduction
• 11.2. Argentina
• 11.3. Brazil
• 11.4. Canada
• 11.5. Mexico
• 11.6. United States

12. Asia-Pacific Cognitive Collaboration Market

• 12.1. Introduction
• 12.2. Australia
• 12.3. China
• 12.4. India
• 12.5. Indonesia
• 12.6. Japan
• 12.7. Malaysia
• 12.8. Philippines
• 12.9. Singapore
• 12.10. South Korea
• 12.11. Taiwan
• 12.12. Thailand
• 12.13. Vietnam

13. Europe, Middle East & Africa Cognitive Collaboration Market

• 13.1. Introduction
• 13.2. Denmark
• 13.3. Egypt
• 13.4. Finland
• 13.5. France
• 13.6. Germany
• 13.7. Israel
• 13.8. Italy
• 13.9. Netherlands
• 13.10. Nigeria
• 13.11. Norway
• 13.12. Poland
• 13.13. Qatar
• 13.14. Russia
• 13.15. Saudi Arabia
• 13.16. South Africa
• 13.17. Spain
• 13.18. Sweden
• 13.19. Switzerland
• 13.20. Turkey
• 13.21. United Arab Emirates
• 13.22. United Kingdom

14. Competitive Landscape

• 14.1. Market Share Analysis, 2023
• 14.2. FPNV Positioning Matrix, 2023
• 14.3. Competitive Scenario Analysis
• 14.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Chanty, Inc.
• 2. Cisco Systems, Inc.
• 3. Cognitive Scale Inc.
• 4. Collaboration.Ai, Inc.
• 5. Deloitte Touche Tohmatsu Limited
• 6. Google LLC
• 7. Intec Systems Limited
• 8. International Business Machines Corporation
• 9. Iotum Inc.
• 10. Leverage Information Systems
• 11. Loop AI Group
• 12. Microsoft Corporation
• 13. NIL Data Communications Ltd.
• 14. Nokia Corporation
• 15. Resemble Systems Limited
• 16. Slack Technologies, LLC
• 17. Softcat PLC
• 18. Softweb Solutions Inc.
• 19. Tata Communications Limited