コグニティブ・オペレーション市場：コンポーネント、アプリケーション、企業規模、展開タイプ、業種別-2025年～2030年の世界予測

コグニティブ・オペレーション市場の2023年の市場規模は209億8,000万米ドルで、2024年には250億9,000万米ドルに達すると予測され、CAGR 21.03％で成長し、2030年には798億5,000万米ドルに達すると予測されます。

コグニティブ・オペレーション（CogOps）は、人工知能（AI）、機械学習（ML）、高度なデータ分析を包含し、プロセスの自動化、意思決定の改善、パフォーマンスの最適化によってIT運用を強化することを目的としています。CogOpsの必要性は、ITインフラストラクチャの複雑化と効率的なリソース管理の需要に後押しされています。プラットフォームは、予知保全、異常検知、インテリジェントな自動化を促進し、銀行、ヘルスケア、製造などの分野にサービスを提供しています。主な成長要因としては、データ生成の増加、クラウドの採用、デジタルトランスフォーメーションへの取り組みなどが挙げられます。企業はCogOpsを活用してスケーラビリティとアジリティを向上させ、ITの予測不可能性、コスト抑制、ユーザー・エクスペリエンスの向上といった課題に対処したいと考えています。現在のビジネスチャンスは、CogOpsを既存のIT運用と統合してワークフローを合理化し、リアルタイムのデータ活用を改善することにあります。IoTデバイスと5G技術の拡大は、特に迅速な意思決定を必要とする分野において、こうした可能性をさらに際立たせる。とはいえ、市場は初期設定コストの高さ、統合の複雑さ、従来の運用フレームワークからの変化への抵抗といった限界に直面しています。データのプライバシーに関する懸念や、熟練した専門家の不足も、さらなるハードルとなっています。こうした障壁を克服するため、AIやMLツールへのアクセスを民主化し、豊富な技術的専門知識を必要としないイノベーションを促進する、ローコード／ノーコード・プラットフォームの開発へのシフトが顕著になっています。AIモデルの透明性と信頼性の向上に焦点を当てた調査への投資は、ますます重要性を増しています。テクノロジー・プロバイダーとエンドユーザー業界とのパートナーシップを促進することで、ソリューションのカスタマイズが促進され、技術的能力を業界固有の要件に合わせることができます。企業が持続可能性と効率性を重視する中、グリーンAIソリューションを探求するイノベーションが注目を集めると予測されます。全体として、CogOps市場はダイナミックであり、技術や規制の変化を先取りするための継続的な研究開発努力による適応的なアプローチが要求され、大幅な進歩と業界全体での採用拡大が可能な環境が整っています。

市場力学：急速に進化するコグニティブ・オペ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・オペレーション市場は、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、戦略的意思決定、新たなビジネスチャンスの獲得を行うことができます。これらの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
  • ダラの複雑性とデータ生成の負担の増大
  • 企業による予測分析と処方分析の採用増加
• 市場抑制要因
  • コグニティブ・オペレーション・ソリューションの導入コストの高さ
• 市場機会
  • コグニティブ・オペレーション・ソリューションとサービスの進歩
  • 企業業務のデジタル化に向けた政府の支援策
• 市場の課題
  • データプライバシーとセキュリティに関する懸念

ポーターの5つの力：コグニティブ・オペ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、市場情勢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で、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・オペ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・オペ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・オペレーション市場における競合情勢の把握

コグニティブ・オペ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・オペ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・オペ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・オペ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・オペ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
    • 増大するDARAの複雑さとデータ生成の負担
    • 企業による予測分析と処方分析の導入が増加
  • 抑制要因
    • 認知オペレーションソリューションの実装コストが高い
  • 機会
    • 認知オペレーションソリューションとサービスの進歩
    • デジタル化された企業運営を支援する政府の取り組み
  • 課題
    • データのプライバシーとセキュリティに関する懸念
• 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・オペレーション市場：コンポーネント別

• サービス
• ソフトウェア

第7章 コグニティブ・オペレーション市場：用途別

• アプリケーションパフォーマンス管理
• インフラストラクチャ管理
• IT運用分析
• ネットワーク分析
• セキュリティ分析

第8章 コグニティブ・オペレーション市場：企業規模別

• 大企業
• 中小企業

第9章 コグニティブ・オペレーション市場：展開タイプ別

• クラウド上
• オンプレミス

第10章 コグニティブ・オペレーション市場：業界別

• BFSI
• 政府
• ヘルスケアとライフサイエンス
• ITおよび通信
• 製造業
• メディアとエンターテイメント
• 小売業と電子商取引

第11章 南北アメリカのコグニティブ・オペレーション市場

• 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・オペレーション市場

• 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・オペレーション市場

• 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

• Aisera
• Amazon Web Services, Inc.
• Automation Anywhere, Inc.
• Blue Prism Limited
• BMC Software, Inc.
• Broadcom, Inc.
• Cisco Systems, Inc.
• CloudFabrix Software Inc.
• Dynatrace LLC
• HCL Technologies Limited
• Intel Corporation
• Interlink Software Services Ltd.
• International Business Machines Corporation
• Microsoft Corporation
• New Relic, Inc.
• Open Text Corporation
• Oracle Corporation
• Resolve Systems, LLC
• Salesforce, Inc.
• ScienceLogic, Inc.
• ServiceNow, Inc.
• UiPath
• VMware, Inc.
• Zenoss Inc.

LIST OF FIGURES

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

LIST OF TABLES

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

The Cognitive Operations Market was valued at USD 20.98 billion in 2023, expected to reach USD 25.09 billion in 2024, and is projected to grow at a CAGR of 21.03%, to USD 79.85 billion by 2030.

Cognitive operations (CogOps), encompassing artificial intelligence (AI), machine learning (ML), and advanced data analytics, aim to enhance IT operations by automating processes, improving decision-making, and optimizing performance. The necessity for CogOps is driven by the increasing complexity of IT infrastructures and the demand for efficient resource management. Platforms facilitate predictive maintenance, anomaly detection, and intelligent automation, serving sectors like banking, healthcare, and manufacturing. Key growth influencers include heightened data generation, cloud adoption, and digital transformation initiatives. Businesses are keen to harness CogOps for better scalability and agility, addressing challenges like IT unpredictability, cost containment, and improving user experience. Current opportunities lie in integrating CogOps with existing IT operations to streamline workflows and improve real-time data utilization. The expansion of IoT devices and 5G technology further accentuates these possibilities, particularly in sectors requiring rapid decision-making. Nevertheless, the market faces limitations such as high initial setup costs, the complexity of integration, and resistance to change from traditional operational frameworks. Data privacy concerns and the shortage of skilled professionals are additional hurdles. To overcome these barriers, there is a notable shift towards developing low-code/no-code platforms that democratize access to AI and ML tools, fostering innovation without extensive technical expertise. Investment in research focused on enhancing AI model transparency and reliability is increasingly relevant. Encouraging partnerships between technology providers and end-user industries enhances solution customization, aligning tech capabilities with industry-specific requirements. As businesses focus on sustainability and efficiency, innovations exploring Green AI solutions are projected to attract attention. Overall, the CogOps market is dynamic, demanding an adaptive approach with continuous research and development efforts to stay ahead of technological and regulatory changes, promoting an environment ripe for significant advancements and increased adoption across industries.

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

The Cognitive Operations 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 burden of dara complexity and data generation
  • Increasing adoption for predictive and prescriptive analytics by enterprises
• Market Restraints
  • High cost of implementing cognitive operation solutions
• Market Opportunities
  • Advancements in cognitive operation solutions and services
  • Supportive government initiatives for digitized enterprise operations
• Market Challenges
  • Concerns associated with data privacy and security

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

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

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

A detailed market share analysis in the Cognitive Operations 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 Operations Market

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

A strategic analysis of the Cognitive Operations 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 Operations Market, highlighting leading vendors and their innovative profiles. These include Aisera, Amazon Web Services, Inc., Automation Anywhere, Inc., Blue Prism Limited, BMC Software, Inc., Broadcom, Inc., Cisco Systems, Inc., CloudFabrix Software Inc., Dynatrace LLC, HCL Technologies Limited, Intel Corporation, Interlink Software Services Ltd., International Business Machines Corporation, Microsoft Corporation, New Relic, Inc., Open Text Corporation, Oracle Corporation, Resolve Systems, LLC, Salesforce, Inc., ScienceLogic, Inc., ServiceNow, Inc., UiPath, VMware, Inc., and Zenoss Inc..

Market Segmentation & Coverage

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

• Based on Component, market is studied across Services and Software.
• Based on Application, market is studied across Application Performance Management, Infrastructure Management, IT Operations Analytics, Network Analytics, and Security Analytics.
• Based on Enterprise Size, market is studied across Large Enterprises and Small & Medium-sized Enterprises.
• Based on Deployment Type, market is studied across On-Cloud and On-Premises.
• Based on Vertical, market is studied across BFSI, Government, Healthcare & Life Sciences, IT & Telecommunications, Manufacturing, Media & Entertainment, and Retail & eCommerce.
• 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 burden of dara complexity and data generation
    • 5.1.1.2. Increasing adoption for predictive and prescriptive analytics by enterprises
  • 5.1.2. Restraints
    • 5.1.2.1. High cost of implementing cognitive operation solutions
  • 5.1.3. Opportunities
    • 5.1.3.1. Advancements in cognitive operation solutions and services
    • 5.1.3.2. Supportive government initiatives for digitized enterprise operations
  • 5.1.4. Challenges
    • 5.1.4.1. Concerns associated with data privacy and security
• 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 Operations Market, by Component

• 6.1. Introduction
• 6.2. Services
• 6.3. Software

7. Cognitive Operations Market, by Application

• 7.1. Introduction
• 7.2. Application Performance Management
• 7.3. Infrastructure Management
• 7.4. IT Operations Analytics
• 7.5. Network Analytics
• 7.6. Security Analytics

8. Cognitive Operations Market, by Enterprise Size

• 8.1. Introduction
• 8.2. Large Enterprises
• 8.3. Small & Medium-sized Enterprises

9. Cognitive Operations Market, by Deployment Type

• 9.1. Introduction
• 9.2. On-Cloud
• 9.3. On-Premises

10. Cognitive Operations Market, by Vertical

• 10.1. Introduction
• 10.2. BFSI
• 10.3. Government
• 10.4. Healthcare & Life Sciences
• 10.5. IT & Telecommunications
• 10.6. Manufacturing
• 10.7. Media & Entertainment
• 10.8. Retail & eCommerce

11. Americas Cognitive Operations Market

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

12. Asia-Pacific Cognitive Operations 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 Operations 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. Aisera
• 2. Amazon Web Services, Inc.
• 3. Automation Anywhere, Inc.
• 4. Blue Prism Limited
• 5. BMC Software, Inc.
• 6. Broadcom, Inc.
• 7. Cisco Systems, Inc.
• 8. CloudFabrix Software Inc.
• 9. Dynatrace LLC
• 10. HCL Technologies Limited
• 11. Intel Corporation
• 12. Interlink Software Services Ltd.
• 13. International Business Machines Corporation
• 14. Microsoft Corporation
• 15. New Relic, Inc.
• 16. Open Text Corporation
• 17. Oracle Corporation
• 18. Resolve Systems, LLC
• 19. Salesforce, Inc.
• 20. ScienceLogic, Inc.
• 21. ServiceNow, Inc.
• 22. UiPath
• 23. VMware, Inc.
• 24. Zenoss Inc.