インサイトエンジン市場:提供サービス(ソリューションとサービス)、アプリケーション(検索と発見、知識管理、リスクとコンプライアンス管理)、テクノロジー、導入形態、組織規模、業種、地域別 - 2028年までの世界予測Insight Engines Market by Offering (Solutions and Services), Application (Search and Discovery, Knowledge Management, and Risk and Compliance Management), Technology, Deployment Mode, Organization Size, Vertical and Region - Global Forecast to 2028 インサイトエンジン市場は、2023年の17億米ドルから2028年には56億米ドルまで、予測期間中に27.1%のCAGRで成長すると予測されています。インサイトエンジンは、NLPを採用した認知システムと連携し、文書、ブログ... もっと見る
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サマリーインサイトエンジン市場は、2023年の17億米ドルから2028年には56億米ドルまで、予測期間中に27.1%のCAGRで成長すると予測されています。インサイトエンジンは、NLPを採用した認知システムと連携し、文書、ブログ、エンジニアリングレポート、市場調査、動画などのリッチメディアを含むソースからの非構造化データを解釈します。これらのデータセットから発見された洞察と関連性は、機械学習技術によってさらに洗練されます。予測期間中、大企業向けセグメントが最大の市場シェアを占めると予測される 組織規模別では、大企業と中小企業に分けられる。大企業は、生産性と効率性を高めるために、先端技術に多額の投資を行っています。データ量の増加に伴い、正確な情報を抽出することは、企業にとって困難な課題となっています。インサイトエンジンは、あらゆる組織に存在するデータから貴重なインサイトを抽出するのに役立つインテリジェントな検索を提供します。予測期間中、大企業が最大の市場シェアを占めると予測されています。 予測期間中、サーチ&ディスカバリー部門が最大の市場シェアを占めると予測される インサイトエンジンは、セマンティック技術や機械学習技術を駆使して、プロアクティブかつオンデマンドな知識発見・探索を提供する検索技術の進化形です。幅広い情報を簡単に発見できるようにするため、社内外のデータソースや整理されたコンテンツ、非構造化コンテンツをクロール、インデックス、マイニングして、新しいインデックスを作成することがよくあります。予測期間中、検索・発見分野が最も大きなシェアを占めると予想される。 技術別では、機械学習分野が予測期間中に最も高いCAGRで成長すると予想される。 より直感的で、パーソナライズされた、適切なデジタル体験を提供するために、インサイトエンジンは機械学習、リッチユースアナリスト、AI搭載の検索機能を統合しています。機械学習技術は、ユーザーの行動を分析し、データ、コンテンツ、ユーザー活動の発展や変化に合わせて自動的に学習し、進歩する関連性モデルを作成するために広く使用されています。この技術は、検索エンジンの一般的な機能を強化し、ユーザーが検索クエリに基づいて適切な結果を表示できるようにする方法と、ユーザーの検索クエリの背後にある意図を理解する方法の2つで役立ちます。予測期間中、機械学習分野は最も高いCAGRで成長すると予測されています。 予測期間中、最大の市場規模を占めるのは北アメリカ 予測期間中、インサイトエンジンの市場規模は、北米が最も大きいと推定されます。この地域は、新しい革新的な技術の採用に対して非常にオープンであり、インサイトエンジンベンダーに市場成長の機会を提供すると期待されています。この地域には、先進技術への戦略的投資に支えられた強固なイノベーションエコシステムが存在し、市場の成長を後押ししています。様々なグローバル企業の存在と、様々なビジネス分野でのインサイトエンジンの適用拡大が、この地域におけるインサイトエンジンソリューションの採用を後押ししています。 予備選の内訳 インサイトエンジン市場で事業を展開する様々な主要組織の最高経営責任者(CEO)、イノベーション・技術責任者、システムインテグレーター、経営幹部に対して詳細なインタビューを実施したものである。 企業別:ティアI:35%、ティアII:45%、ティアIII:20 By Designation:Cレベルエグゼクティブ35%、取締役25%、その他40% 地域別:APAC30%、ヨーロッパ:20%、北米:40%、MEA:5%、中南米:5%。 インサイトエンジンのソリューションやサービスを提供する主要プレイヤーの調査も含まれています。世界市場における主要ベンダーのプロフィールを掲載しています。主要ベンダーは、Microsoft(米国)、IBM(米国)、OpenText(カナダ)、SAP(ドイツ)、Oracle(米国)、Elastic(米国)、Expert.ai(イタリア)、Almawave(イタリア)、Mindbreeze(オーストリア)、Squirro(スイス)、Sinequa(フランス)、Coveo(カナダ)、Lucidworks(米国)、SearchBlox(米国)、Attivio(米国)、o9 Solutions(米国)、Celonis(米国)、Squiz(オーストラリア)、InstraFind(ドイツ)、Fletch(米国)です、Veritone(米国)、Progress(米国)、Upland Software(米国)、ForwardLane(米国)、Tecnotree(フィンランド)、Comintelli(スウェーデン)、Activeviam(米国)、Dun & Bradstreet(米国)、Prebere(米国)、Stravito(スウェーデン)、xFind(イスラエル)、Turing Labs(米国)、Rampfy(ブラジル)、Raffle.ai(デンマーク)、Pecan AI(イスラエル)、Omnisearch(カナダ)、Fosfor(インド)です。 調査対象 この市場調査は、セグメントにわたるインサイトエンジンを対象としています。提供、アプリケーション、技術、展開モード、組織規模、垂直、地域などの異なるセグメントにわたる市場規模および成長の可能性を推定することを目的としています。市場の主要企業の詳細な競合分析、会社概要、製品や事業の提供に関する主な見解、最近の開発、主要な市場戦略も含まれています。 本レポートを購入する主なメリット 本レポートは、本市場のマーケットリーダー/新規参入者に、インサイトエンジン市場全体とそのサブセグメントにおける収益数値の最も近い近似値に関する情報を提供するだろう。本レポートは、関係者が競争環境を理解し、自社のビジネスを位置づけ、適切な市場参入戦略を計画するために、より良い洞察を得るのに役立つだろう。また、市場の鼓動を理解し、主要な市場促進要因、阻害要因、課題、機会に関する情報をステークホルダーに提供するのに役立ちます。 本レポートは、以下のポイントに関する洞察を提供します: - 主要な促進要因(非構造化データの利用拡大、BFSIセクターにおけるインサイトエンジンソリューションの採用拡大、戦略的リスク管理の強化および効果的な需要、高度な検索と詳細な分析への自然なアクセスに対する需要の拡大)、阻害要因(データ品質とソース検証の問題)の分析、インサイトエンジン市場の成長に影響を与える機会(データ量の増大と洗練されたアルゴリズム、データインサイトのためのAI技術の採用を高める、ビジネスのための予測的洞察を提供する最先端技術の採用拡大、顧客体験を強化するデータ駆動意思決定の採用拡大)、課題(データセキュリティとプライバシーに関する懸念、訓練されスキルを持った人材の不足)があります。 - 製品開発/イノベーション:インサイトエンジン市場における今後の技術、研究開発活動、新製品・新サービスの発売に関する詳細な考察 - 市場開拓:有利な市場に関する包括的な情報 - 様々な地域のインサイトエンジン市場を分析したレポートです。 - 市場の多様化:新製品・サービス、未開拓の地域、最近の開発、インサイトエンジン市場戦略への投資に関する情報を網羅。また、ステークホルダーがインサイトエンジン市場の鼓動を理解し、主要な市場促進要因、阻害要因、課題、機会に関する情報を提供するのに役立つレポート。 - 競合他社の評価:インサイトエンジン市場におけるIBM(米国)、Microsoft(米国)、Elastic(米国)、Coveo(カナダ)などの主要プレイヤーの市場シェア、成長戦略、サービス内容を詳細に評価します。 目次1 INTRODUCTION 381.1 STUDY OBJECTIVES 38 1.2 MARKET DEFINITION 38 1.2.1 INCLUSIONS AND EXCLUSIONS 38 1.3 MARKET SCOPE 39 1.3.1 MARKET SEGMENTATION 39 1.3.2 REGIONS COVERED 40 1.3.3 YEARS CONSIDERED 40 1.4 CURRENCY CONSIDERED 40 1.5 STAKEHOLDERS 41 1.6 SUMMARY OF CHANGES 41 1.7 IMPACT OF RECESSION 41 2 RESEARCH METHODOLOGY 42 2.1 RESEARCH DATA 42 FIGURE 1 INSIGHT ENGINES MARKET: RESEARCH DESIGN 42 2.1.1 SECONDARY DATA 43 2.1.2 PRIMARY DATA 43 2.1.2.1 List of key primary interview participants 43 2.1.2.2 Breakup of primary profiles 44 2.1.2.3 Key industry insights 44 2.2 MARKET BREAKUP AND DATA TRIANGULATION 45 FIGURE 2 DATA TRIANGULATION 45 2.3 MARKET SIZE ESTIMATION 46 FIGURE 3 INSIGHT ENGINES MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 46 2.3.1 TOP-DOWN APPROACH 46 2.3.2 BOTTOM-UP APPROACH 46 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF INSIGHT ENGINES MARKET 47 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF INSIGHT ENGINES MARKET 47 FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF INSIGHT ENGINES MARKET 48 FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF INSIGHT ENGINES THROUGH OVERALL SPENDING 49 2.4 MARKET FORECAST 50 TABLE 1 FACTOR ANALYSIS 50 2.5 RESEARCH ASSUMPTIONS 51 2.6 LIMITATIONS 53 2.7 RECESSION IMPACT 53 3 EXECUTIVE SUMMARY 55 TABLE 2 GLOBAL INSIGHT ENGINES MARKET SIZE AND GROWTH RATE, 2018–2022 (USD MILLION, Y-O-Y %) 56 TABLE 3 GLOBAL INSIGHT ENGINES MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y %) 57 FIGURE 8 SOLUTIONS SEGMENT TO DOMINATE MARKET IN 2023 57 FIGURE 9 MACHINE LEARNING SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE IN 2023 57 FIGURE 10 SEARCH AND DISCOVERY SEGMENT TO HOLD LARGEST MARKET SIZE IN 2023 58 FIGURE 11 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2023 58 FIGURE 12 CLOUD SEGMENT TO HOLD LARGER MARKET SIZE IN 2023 58 FIGURE 13 IT AND ITES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 59 FIGURE 14 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 59 4 PREMIUM INSIGHTS 60 4.1 ATTRACTIVE OPPORTUNITIES IN INSIGHT ENGINES MARKET 60 FIGURE 15 RISING DEMAND TO EMBRACE AI-POWERED SEARCH EXPERIENCE ACROSS BFSI AND RETAIL AND ECOMMERCE SECTORS TO DRIVE MARKET GROWTH 60 4.2 OVERVIEW OF RECESSION IN GLOBAL INSIGHT ENGINES MARKET 60 FIGURE 16 INSIGHT ENGINES MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2023 60 4.3 INSIGHT ENGINES MARKET: TOP THREE APPLICATIONS 61 FIGURE 17 SEARCH AND DISCOVERY SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 61 4.4 NORTH AMERICA: INSIGHT ENGINES MARKET, BY TECHNOLOGY AND TOP THREE VERTICALS 61 FIGURE 18 MACHINE LEARNING AND IT AND ITES SEGMENTS TO HOLD LARGEST MARKET SHARES IN NORTH AMERICA IN 2023 61 4.5 INSIGHT ENGINES MARKET: BY REGION 62 FIGURE 19 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2023 62 5 MARKET OVERVIEW AND INDUSTRY TRENDS 63 5.1 INTRODUCTION 63 5.2 MARKET DYNAMICS 63 FIGURE 20 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: INSIGHT ENGINES MARKET 63 5.2.1 DRIVERS 64 5.2.1.1 Increasing use of structured data 64 5.2.1.2 Growing adoption of insight engines solutions in BFSI sector 64 5.2.1.3 Demand for enhanced and more effective strategic risk management 64 5.2.1.4 Growing demand for advanced search and natural access to in-depth analysis 65 5.2.2 RESTRAINTS 65 5.2.2.1 Data quality and source validation issues 65 5.2.3 OPPORTUNITIES 65 5.2.3.1 Growing data volumes and sophisticated algorithms raising adoption of AI technologies for data insights 65 5.2.3.2 Growing adoption of cutting-edge technologies to offer predictive insights for businesses 66 5.2.3.3 Rising adoption of data-driven decision-making to enhance customer experience 66 5.2.4 CHALLENGES 66 5.2.4.1 Data security and privacy concerns 66 5.2.4.2 Lack of trained and skilled personnel 66 5.3 BRIEF HISTORY OF INSIGHT ENGINES TECHNOLOGY 67 FIGURE 21 HISTORY: INSIGHT ENGINES MARKET 67 5.4 INSIGHT ENGINES MARKET: ECOSYSTEM 68 TABLE 4 INSIGHT ENGINES MARKET: ECOSYSTEM 68 5.5 SUPPLY CHAIN ANALYSIS 70 FIGURE 22 SUPPLY CHAIN ANALYSIS: INSIGHT ENGINES MARKET 70 5.6 CASE STUDY ANALYSIS 71 5.6.1 HEALTHCARE AND LIFE SCIENCES 71 5.6.1.1 Coveo enabled Life Extension to provide relevant and personalized experience to customers 71 5.6.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 71 5.6.2.1 Bank of England intended to drive innovation with Squirro Cognitive Search 71 5.6.2.2 Plexus Law selected Expert.ai to deliver better user experience with improved accuracy 72 5.6.3 RETAIL AND ECOMMERCE 72 5.6.3.1 Lucidworks enabled Goop to streamline its merchandising control over its search engine 72 5.6.4 TELECOM 73 5.6.4.1 Comintelli provided VodafoneZiggo central place where knowledge and insights can be shared easily across departments 73 5.6.5 ENERGY & UTILITY 73 5.6.5.1 Mindbreeze helped leading energy companies reduce ticket processing time and save countless hours 73 5.6.6 EDUCATION 74 5.6.6.1 Squiz enabled University of North Dakota to deliver relevant information for each query 74 5.7 TECHNOLOGY ANALYSIS 74 5.7.1 INSIGHT ENGINES AND ARTIFICIAL INTELLIGENCE 74 5.7.2 INSIGHT ENGINES AND NATURAL LANGUAGE PROCESSING 75 5.7.3 INSIGHT ENGINES AND MACHINE LEARNING 75 5.7.4 INSIGHT ENGINES AND DATA INTEGRATION 75 5.8 PORTER’S FIVE FORCES ANALYSIS 76 FIGURE 23 INSIGHT ENGINES MARKET: PORTER’S FIVE FORCES ANALYSIS 76 TABLE 5 INSIGHT ENGINES MARKET: PORTER’S FIVE FORCES ANALYSIS 76 5.8.1 THREAT OF NEW ENTRANTS 77 5.8.2 THREAT OF SUBSTITUTES 77 5.8.3 BARGAINING POWER OF SUPPLIERS 77 5.8.4 BARGAINING POWER OF BUYERS 77 5.8.5 INTENSITY OF COMPETITIVE RIVALRY 77 5.9 REGULATORY LANDSCAPE 78 5.9.1 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 78 5.9.2 GENERAL DATA PROTECTION REGULATION 78 5.9.3 GRAMM–LEACH–BLILEY ACT 78 5.9.4 THE INTERNATIONAL ORGANIZATION FOR STANDARDIZATION STANDARD 27001 79 5.9.5 HEALTH LEVEL SEVEN INTERNATIONAL 79 5.9.6 COMMUNICATIONS DECENCY ACT 79 5.10 PRICING MODEL ANALYSIS 79 5.10.1 INDICATIVE PRICING ANALYSIS BY VARIOUS PRICING MODELS 80 TABLE 6 AVERAGE SELLING PRICING ANALYSIS, 2023 80 5.11 PATENT ANALYSIS 81 5.11.1 METHODOLOGY 81 5.11.2 DOCUMENT TYPE 82 TABLE 7 PATENTS FILED, 2013–2022 82 5.11.3 INNOVATION AND PATENT APPLICATIONS 82 FIGURE 24 TOTAL NUMBER OF PATENTS GRANTED, 2013–2022 82 5.11.4 TOP APPLICANTS 82 FIGURE 25 TOP TEN COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST TEN YEARS, 2013–2022 83 TABLE 8 TOP TWENTY PATENT OWNERS IN INSIGHT ENGINES MARKET, 2013–2022 83 5.12 TARIFF AND REGULATORY LANDSCAPE 84 5.12.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84 TABLE 9 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84 TABLE 10 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85 TABLE 11 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85 TABLE 12 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86 TABLE 13 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86 5.13 TRENDS/DISRUPTIONS IMPACTING BUYERS OF INSIGHT ENGINES MARKET 87 FIGURE 26 INSIGHT ENGINES MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS 87 5.14 TYPES OF INSIGHT ENGINES 88 5.15 BENEFITS OF INSIGHT ENGINES 90 5.16 KEY CONFERENCES AND EVENTS, 2023–2024 90 TABLE 14 INSIGHT ENGINES MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2023–2024 90 5.17 ASSESSMENT BY INSIGHT ENGINES’ VARIABLES 91 5.17.1 ARCHITECTURE 91 5.17.2 CONNECTIVITY 91 5.17.3 INTELLIGENCE 91 5.17.4 SECURITY 91 5.17.5 CONTENT PROCESSING 92 5.17.6 CUSTOMIZATION 92 5.18 ASSESSMENT BY INSIGHT TYPE 92 5.18.1 DESCRIPTIVE 92 5.18.2 PREDICTIVE 93 5.18.3 PRESCRIPTIVE 93 5.19 CURRENT & EMERGING BUSINESS MODELS 93 5.20 FUTURE DIRECTION INSIGHT ENGINES MARKET LANDSCAPE 94 5.21 KEY STAKEHOLDERS & BUYING CRITERIA 94 5.21.1 KEY STAKEHOLDERS IN BUYING PROCESS 94 FIGURE 27 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS 94 TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS 95 5.21.2 BUYING CRITERIA 95 FIGURE 28 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 95 TABLE 16 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 95 5.22 ASSESSMENT BY SEARCH TYPE 96 5.22.1 INTERNAL SEARCH 96 5.22.2 EXTERNAL SEARCH 96 6 INSIGHT ENGINES MARKET, BY OFFERING 97 6.1 INTRODUCTION 98 6.1.1 OFFERING: INSIGHT ENGINES MARKET DRIVERS 98 FIGURE 29 SOLUTIONS SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 98 TABLE 17 INSIGHT ENGINES MARKET, BY OFFERING, 2018–2022 (USD MILLION) 99 TABLE 18 INSIGHT ENGINES MARKET, BY OFFERING, 2023–2028 (USD MILLION) 99 6.2 SOLUTIONS 99 6.2.1 ENHANCED BUSINESS OPERATIONS AND OPERATIONAL EFFECTIVENESS TO DRIVE DEMAND FOR SOLUTIONS 99 TABLE 19 SOLUTIONS: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 100 TABLE 20 SOLUTIONS: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 100 6.3 SERVICES 100 FIGURE 30 SUPPORT AND MAINTENANCE SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 101 TABLE 21 SERVICES: INSIGHT ENGINES MARKET, BY TYPE, 2018–2022 (USD MILLION) 101 TABLE 22 SERVICES: INSIGHT ENGINES MARKET, BY TYPE, 2023–2028 (USD MILLION) 101 TABLE 23 SERVICES: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 102 TABLE 24 SERVICES: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 102 6.3.1 CONSULTING AND TRAINING 102 6.3.1.1 Growing need from organizations to comply with various labor laws and regulations to drive demand 102 TABLE 25 CONSULTING AND TRAINING: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 103 TABLE 26 CONSULTING AND TRAINING: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 103 6.3.2 DEPLOYMENT AND INTEGRATION 103 6.3.2.1 Lack of integral requirements to implement insight engines and need for proficient solutions to drive demand 103 TABLE 27 DEPLOYMENT AND INTEGRATION: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 104 TABLE 28 DEPLOYMENT AND INTEGRATION: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 104 6.3.3 SUPPORT AND MAINTENANCE 104 6.3.3.1 Increasing deployment of insight engines solutions to drive demand for support and maintenance services 104 TABLE 29 SUPPORT AND MAINTENANCE: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 105 TABLE 30 SUPPORT AND MAINTENANCE: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 105 7 INSIGHT ENGINES MARKET, BY APPLICATION 106 7.1 INTRODUCTION 107 7.1.1 APPLICATION: INSIGHT ENGINES MARKET DRIVERS 107 FIGURE 31 SEARCH AND DISCOVERY SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 107 TABLE 31 INSIGHT ENGINES MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 107 TABLE 32 INSIGHT ENGINES MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 108 7.2 RISK AND COMPLIANCE MANAGEMENT 108 7.2.1 NEED TO ENHANCE BUSINESS PERFORMANCE, MANAGE RISKS, AND MEET REGULATORY COMPLIANCE CHALLENGES TO DRIVE DEMAND 108 TABLE 33 RISK AND COMPLIANCE MANAGEMENT: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 108 TABLE 34 RISK AND COMPLIANCE MANAGEMENT: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 109 7.3 SEARCH AND DISCOVERY 109 7.3.1 RISING NEED FOR ADVANCED SEARCH AND ACCESS TO IN-DEPTH INSIGHTS TO DRIVE DEMAND FOR INSIGHT ENGINE SOLUTIONS 109 TABLE 35 SEARCH AND DISCOVERY: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 109 TABLE 36 SEARCH AND DISCOVERY: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 110 7.4 CUSTOMER MANAGEMENT 110 7.4.1 INCREASED NEED FOR UNDERSTANDING CUSTOMER BEHAVIOR AND SMART CUSTOMER SUPPORT TO DRIVE DEMAND 110 TABLE 37 CUSTOMER MANAGEMENT: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 110 TABLE 38 CUSTOMER MANAGEMENT: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 111 7.5 KNOWLEDGE MANAGEMENT 111 7.5.1 RISING NEED TO GAIN INSIGHTS TO MAKE SMART AND INFORMED DECISIONS TO BOOST MARKET 111 TABLE 39 KNOWLEDGE MANAGEMENT: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 111 TABLE 40 KNOWLEDGE MANAGEMENT: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 112 7.6 OTHER APPLICATIONS 112 TABLE 41 OTHER APPLICATIONS: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 113 TABLE 42 OTHER APPLICATIONS: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 113 8 INSIGHT ENGINES MARKET, BY TECHNOLOGY 114 8.1 INTRODUCTION 115 8.2 TECHNOLOGY: INSIGHT ENGINES MARKET DRIVERS 115 FIGURE 32 MACHINE LEARNING SEGMENT TO HOLD HIGHER GROWTH RATE DURING FORECAST PERIOD 115 TABLE 43 INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 115 TABLE 44 INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 116 8.3 NATURAL LANGUAGE PROCESSING 116 8.3.1 NEED TO COMPREHEND HUMAN VOICES AND EVALUATE LANGUAGES AND DATA SETS TO DRIVE DEMAND 116 TABLE 45 NATURAL LANGUAGE PROCESSING: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 116 TABLE 46 NATURAL LANGUAGE PROCESSING: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 117 8.3.1.1 Semantic analysis 117 8.3.1.2 Syntactic analysis 117 8.4 MACHINE LEARNING 117 8.4.1 RISING NEED TO ANALYZE USER BEHAVIOR AND IDENTIFY RELEVANCE IN SEARCH RESULTS TO DRIVE DEMAND 117 TABLE 47 MACHINE LEARNING: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 118 TABLE 48 MACHINE LEARNING: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 118 8.4.1.1 Graph database 118 8.4.1.2 Collaborative filtering 119 8.4.1.3 Clustering 119 9 INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE 120 9.1 INTRODUCTION 121 9.1.1 DEPLOYMENT MODE: INSIGHT ENGINES MARKET DRIVERS 121 FIGURE 33 CLOUD DEPLOYMENT MODE TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 121 TABLE 49 INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 122 TABLE 50 INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 122 9.2 ON-PREMISES 122 9.2.1 RELIABILITY FOR HIGH-LEVEL CONTROL AND SECURITY, DATA PROTECTION, AND ANALYSIS IMPROVEMENT TO BOOST DEMAND 122 TABLE 51 ON-PREMISES: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 122 TABLE 52 ON-PREMISES: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 123 9.3 CLOUD 123 9.3.1 LOW DEPLOYMENT COST AND EASY UPGRADABILITY AND ACCESSIBILITY TO DRIVE DEMAND 123 TABLE 53 CLOUD: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 123 TABLE 54 CLOUD: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 124 10 INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE 125 10.1 INTRODUCTION 126 10.1.1 ORGANIZATION SIZE: INSIGHT ENGINES MARKET DRIVERS 126 FIGURE 34 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 126 TABLE 55 INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 127 TABLE 56 INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 127 10.2 SMALL AND MEDIUM-SIZED ENTERPRISES 127 10.2.1 INTENSE COMPETITION TO IMPROVE STRATEGIC BUSINESS DECISIONS TO DRIVE DEMAND FOR INSIGHT ENGINES SOLUTIONS 127 TABLE 57 SMALL AND MEDIUM-SIZED ENTERPRISES: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 127 TABLE 58 SMALL AND MEDIUM-SIZED ENTERPRISES: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 128 10.3 LARGE ENTERPRISES 128 10.3.1 INTELLIGENT SEARCH FOR EXTRACTING VALUABLE INSIGHTS TO DRIVE DEMAND FOR INSIGHT ENGINES SOLUTIONS 128 TABLE 59 LARGE ENTERPRISES: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 128 TABLE 60 LARGE ENTERPRISES: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 129 11 INSIGHT ENGINES MARKET, BY VERTICAL 130 11.1 INTRODUCTION 131 11.1.1 VERTICAL: INSIGHT ENGINES MARKET DRIVERS 131 FIGURE 35 IT AND ITES VERTICAL TO GROW AT HIGHEST GROWTH RATE DURING FORECAST PERIOD 131 TABLE 61 INSIGHT ENGINES MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 132 TABLE 62 INSIGHT ENGINES MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 132 11.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 133 11.2.1 NEED TO OPTIMIZE FINANCIAL DATA REPORTING, RISK ASSESSMENTS, AND FRAUD DETECTION TO DRIVE MARKET 133 TABLE 63 BANKING, FINANCIAL SERVICES, AND INSURANCE: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 133 TABLE 64 BANKING, FINANCIAL SERVICES, AND INSURANCE: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 134 11.3 IT AND ITES 134 11.3.1 REQUIREMENTS TO IMPROVE EFFICIENCY, FACILITATE INNOVATION, AND MAINTAIN REGULATORY COMPLIANCE TO DRIVE MARKET 134 TABLE 65 IT AND ITES: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 134 TABLE 66 IT AND ITES: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 135 11.4 RETAIL AND ECOMMERCE 135 11.4.1 NEED TO UNDERSTAND TARGET MARKETS, DETECT FRAUD AND THEFT, AND ENHANCE CUSTOMER EXPERIENCE TO BOOST MARKET 135 TABLE 67 RETAIL AND ECOMMERCE: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 135 TABLE 68 RETAIL AND ECOMMERCE: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 136 11.5 HEALTHCARE AND LIFE SCIENCES 136 11.5.1 RISING FOCUS ON IMPROVING PATIENT MANAGEMENT AND EXPERIENCE TO DRIVE DEMAND FOR INSIGHT ENGINE SOLUTIONS 136 TABLE 69 HEALTHCARE AND LIFE SCIENCES: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 136 TABLE 70 HEALTHCARE AND LIFE SCIENCES: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 137 11.6 TELECOM 137 11.6.1 NEED TO AUTOMATE NETWORK OPERATIONS AND MAXIMIZE NETWORK PROFITABILITY TO PROPEL MARKET 137 TABLE 71 TELECOM: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 137 TABLE 72 TELECOM: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 138 11.7 MANUFACTURING 138 11.7.1 ABILITY TO PREDICT GLOBAL SUPPLY CHAIN COSTS AND CONSUMER DEMAND TO DRIVE MARKET 138 TABLE 73 MANUFACTURING: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 138 TABLE 74 MANUFACTURING: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 139 11.8 GOVERNMENT 139 11.8.1 REQUIREMENT FOR UNDERSTANDING CONSTITUENT NEEDS AND IMPROVING CUSTOMER SERVICE TO BOOST MARKET 139 TABLE 75 GOVERNMENT: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 139 TABLE 76 GOVERNMENT: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 140 11.9 OTHER VERTICALS 140 TABLE 77 OTHER VERTICALS: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 141 TABLE 78 OTHER VERTICALS: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 141 12 INSIGHT ENGINES MARKET, BY REGION 142 12.1 INTRODUCTION 143 FIGURE 36 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 143 FIGURE 37 INDIA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 144 TABLE 79 INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 144 TABLE 80 INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 144 12.2 NORTH AMERICA 145 12.2.1 NORTH AMERICA: INSIGHT ENGINES MARKET DRIVERS 145 12.2.2 NORTH AMERICA: RECESSION IMPACT 145 FIGURE 38 NORTH AMERICA: MARKET SNAPSHOT 146 TABLE 81 NORTH AMERICA: INSIGHT ENGINES MARKET, BY OFFERING, 2018–2022 (USD MILLION) 146 TABLE 82 NORTH AMERICA: INSIGHT ENGINES MARKET, BY OFFERING, 2023–2028 (USD MILLION) 146 TABLE 83 NORTH AMERICA: INSIGHT ENGINES MARKET, BY SERVICE, 2018–2022 (USD MILLION) 147 TABLE 84 NORTH AMERICA: INSIGHT ENGINES MARKET, BY SERVICE, 2023–2028 (USD MILLION) 147 TABLE 85 NORTH AMERICA: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 147 TABLE 86 NORTH AMERICA: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 147 TABLE 87 NORTH AMERICA: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 148 TABLE 88 NORTH AMERICA: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 148 TABLE 89 NORTH AMERICA: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 148 TABLE 90 NORTH AMERICA: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 148 TABLE 91 NORTH AMERICA: INSIGHT ENGINES MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 149 TABLE 92 NORTH AMERICA: INSIGHT ENGINES MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 149 TABLE 93 NORTH AMERICA: INSIGHT ENGINES MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 149 TABLE 94 NORTH AMERICA: INSIGHT ENGINES MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 150 TABLE 95 NORTH AMERICA: INSIGHT ENGINES MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 150 TABLE 96 NORTH AMERICA: INSIGHT ENGINES MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 150 12.2.3 US 150 12.2.3.1 Need for fast access to documents and data to drive demand for insight engines solutions and services 150 12.2.4 CANADA 151 12.2.4.1 Strong startup ecosystem and focus of businesses on data-driven decision-making to drive market 151 12.3 EUROPE 151 12.3.1 EUROPE: INSIGHT ENGINES MARKET DRIVERS 152 12.3.2 EUROPE: RECESSION IMPACT 152 TABLE 97 EUROPE: INSIGHT ENGINES MARKET, BY OFFERING, 2018–2022 (USD MILLION) 152 TABLE 98 EUROPE: INSIGHT ENGINES MARKET, BY OFFERING, 2023–2028 (USD MILLION) 153 TABLE 99 EUROPE: INSIGHT ENGINES MARKET, BY SERVICE, 2018–2022 (USD MILLION) 153 TABLE 100 EUROPE: INSIGHT ENGINES MARKET, BY SERVICE, 2023–2028 (USD MILLION) 153 TABLE 101 EUROPE: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 153 TABLE 102 EUROPE: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 153 TABLE 103 EUROPE: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 154 TABLE 104 EUROPE: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 154 TABLE 105 EUROPE: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 154 TABLE 106 EUROPE: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 154 TABLE 107 EUROPE: INSIGHT ENGINES MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 155 TABLE 108 EUROPE: INSIGHT ENGINES MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 155 TABLE 109 EUROPE: INSIGHT ENGINES MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 155 TABLE 110 EUROPE: INSIGHT ENGINES MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 156 TABLE 111 EUROPE: INSIGHT ENGINES MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 156 TABLE 112 EUROPE: INSIGHT ENGINES MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 156 12.3.3 UK 157 12.3.3.1 Continued transition toward online services due to relative ease and speedy growth to boost market 157 12.3.4 GERMANY 157 12.3.4.1 Rapid adoption of cutting-edge solutions for maintaining competitive business environment to propel market 157 12.3.5 FRANCE 158 12.3.5.1 Significant potential for Al and increasing funding to drive adoption of insight engines solutions 158 12.3.6 ITALY 158 12.3.6.1 Growing adoption of insight engine solutions in healthcare and life sciences to boost market 158 12.3.7 SPAIN 159 12.3.7.1 Need for growing volume of data from various sources and more personalized experience to drive market 159 12.3.8 REST OF EUROPE 159 12.4 ASIA PACIFIC 159 12.4.1 ASIA PACIFIC: INSIGHT ENGINES MARKET DRIVERS 160 12.4.2 ASIA PACIFIC: RECESSION IMPACT 160 FIGURE 39 ASIA PACIFIC: MARKET SNAPSHOT 161 TABLE 113 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY OFFERING, 2018–2022 (USD MILLION) 161 TABLE 114 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY OFFERING, 2023–2028 (USD MILLION) 162 TABLE 115 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY SERVICE, 2018–2022 (USD MILLION) 162 TABLE 116 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY SERVICE, 2023–2028 (USD MILLION) 162 TABLE 117 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 162 TABLE 118 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 162 TABLE 119 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 163 TABLE 120 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 163 TABLE 121 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 163 TABLE 122 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 163 TABLE 123 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 164 TABLE 124 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 164 TABLE 125 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 164 TABLE 126 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 165 TABLE 127 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 165 TABLE 128 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 165 12.4.3 INDIA 166 12.4.3.1 Growing adoption of technologies and expanding economy to drive demand for insight engines solutions 166 12.4.4 JAPAN 166 12.4.4.1 Ability to generate insights from large volumes of data through various sources to drive market growth 166 12.4.5 CHINA 167 12.4.5.1 Government's efforts for R&D activities and investments from foreign enterprises to drive market 167 12.4.6 SOUTH KOREA 167 12.4.6.1 Government initiatives to facilitate digital economy to drive market 167 12.4.7 REST OF ASIA PACIFIC 167 12.5 MIDDLE EAST & AFRICA 168 12.5.1 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET DRIVERS 168 12.5.2 MIDDLE EAST & AFRICA: RECESSION IMPACT 169 TABLE 129 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY OFFERING, 2018–2022 (USD MILLION) 169 TABLE 130 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY OFFERING, 2023–2028 (USD MILLION) 169 TABLE 131 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY SERVICE, 2018–2022 (USD MILLION) 169 TABLE 132 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY SERVICE, 2023–2028 (USD MILLION) 170 TABLE 133 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 170 TABLE 134 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 170 TABLE 135 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 170 TABLE 136 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 171 TABLE 137 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 171 TABLE 138 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 171 TABLE 139 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 171 TABLE 140 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 172 TABLE 141 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 172 TABLE 142 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 172 TABLE 143 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 173 TABLE 144 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 173 12.5.3 SAUDI ARABIA 173 12.5.3.1 Government initiatives to build country’s digital capabilities and infrastructure to drive demand for insight engines solutions 173 12.5.4 UAE 174 12.5.4.1 Ability to embrace cutting-edge technologies to drive adoption of insight engines solutions 174 12.5.5 SOUTH AFRICA 174 12.5.5.1 Extraction of insights for identifying patterns from massive data sets to drive adoption of insight engines solutions 174 12.5.6 ISRAEL 175 12.5.6.1 Ability to create valuable customer experience to drive demand for insight engines solutions 175 12.5.7 REST OF MIDDLE EAST & AFRICA 175 12.6 LATIN AMERICA 176 12.6.1 LATIN AMERICA: INSIGHT ENGINES MARKET DRIVERS 176 12.6.2 LATIN AMERICA: RECESSION IMPACT 176 TABLE 145 LATIN AMERICA: INSIGHT ENGINES MARKET, BY OFFERING, 2018–2022 (USD MILLION) 176 TABLE 146 LATIN AMERICA: INSIGHT ENGINES MARKET, BY OFFERING, 2023–2028 (USD MILLION) 177 TABLE 147 LATIN AMERICA: INSIGHT ENGINES MARKET, BY SERVICE, 2018–2022 (USD MILLION) 177 TABLE 148 LATIN AMERICA: INSIGHT ENGINES MARKET, BY SERVICE, 2023–2028 (USD MILLION) 177 TABLE 149 LATIN AMERICA: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 177 TABLE 150 LATIN AMERICA: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 178 TABLE 151 LATIN AMERICA: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 178 TABLE 152 LATIN AMERICA: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 178 TABLE 153 LATIN AMERICA: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 178 TABLE 154 LATIN AMERICA: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 179 TABLE 155 LATIN AMERICA: INSIGHT ENGINES MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 179 TABLE 156 LATIN AMERICA: INSIGHT ENGINES MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 179 TABLE 157 LATIN AMERICA: INSIGHT ENGINES MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 180 TABLE 158 LATIN AMERICA: INSIGHT ENGINES MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 180 TABLE 159 LATIN AMERICA: INSIGHT ENGINES MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 180 TABLE 160 LATIN AMERICA: INSIGHT ENGINES MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 181 12.6.3 BRAZIL 181 12.6.3.1 Investments by startups in cutting-edge technologies to fuel demand for insight engines solutions 181 12.6.4 MEXICO 181 12.6.4.1 Rising support for implementing high-performance insight engines and analytics technologies to drive market 181 12.6.5 ARGENTINA 182 12.6.5.1 Increasing application of insight engines solutions in various industry verticals to spur market growth 182 12.6.6 REST OF LATIN AMERICA 182 13 COMPETITIVE LANDSCAPE 183 13.1 OVERVIEW 183 13.2 STRATEGIES ADOPTED BY KEY PLAYERS 183 TABLE 161 OVERVIEW OF STRATEGIES ADOPTED BY KEY INSIGHT ENGINES VENDORS 183 13.3 REVENUE ANALYSIS 185 13.3.1 HISTORICAL REVENUE ANALYSIS 185 FIGURE 40 HISTORICAL REVENUE ANALYSIS OF TOP PLAYERS, 2020–2022 (USD MILLION) 185 13.4 MARKET SHARE ANALYSIS 186 FIGURE 41 MARKET SHARE ANALYSIS FOR KEY COMPANIES, 2022 186 TABLE 162 INSIGHT ENGINES MARKET: DEGREE OF COMPETITION 187 13.5 PRODUCT COMPARISON 187 TABLE 163 COMPARATIVE ANALYSIS OF INSIGHT ENGINES PRODUCTS 187 13.5.1 SAP ANALYTICS CLOUD 188 13.5.2 ELASTICSEARCH 189 13.5.3 LUCIDWORKS FUSION 189 13.5.4 SQUIRRO INSIGHT ENGINES 189 13.5.5 MINDBREEZE INSPIRE 190 13.6 COMPANY EVALUATION QUADRANT 190 13.6.1 STARS 190 13.6.2 EMERGING LEADERS 190 13.6.3 PERVASIVE PLAYERS 190 13.6.4 PARTICIPANTS 191 FIGURE 42 KEY INSIGHT ENGINES MARKET PLAYERS, COMPANY EVALUATION QUADRANT, 2022 191 13.6.5 COMPETITIVE BENCHMARKING 191 TABLE 164 INSIGHT ENGINES MARKET: PRODUCT FOOTPRINT ANALYSIS OF KEY PLAYERS, 2022 192 13.7 STARTUP/SME EVALUATION QUADRANT 193 13.7.1 PROGRESSIVE COMPANIES 193 13.7.2 RESPONSIVE COMPANIES 193 13.7.3 DYNAMIC COMPANIES 193 13.7.4 STARTING BLOCKS 193 FIGURE 43 STARTUPS/SMES INSIGHT ENGINES PLAYERS, COMPANY EVALUATION QUADRANT, 2022 194 13.7.5 STARTUPS/SMES COMPETITIVE BENCHMARKING 194 TABLE 165 INSIGHT ENGINES MARKET: DETAILED LIST OF KEY STARTUPS/SMES 195 TABLE 166 INSIGHT ENGINES MARKET: PRODUCT FOOTPRINT ANALYSIS OF STARTUPS/ SMES PLAYERS, 2023 196 13.8 COMPETITIVE SCENARIO AND TRENDS 197 13.8.1 PRODUCT LAUNCHES 197 TABLE 167 SERVICE/PRODUCT LAUNCHES, 2020–2023 197 13.8.2 DEALS 199 TABLE 168 DEALS, 2020–2023 199
SummaryThe market for insight engines is projected to grow from USD 1.7 billion in 2023 to USD 5.6 billion by 2028, at a CAGR of 27.1% during the forecast period. The insight engine works with cognitive systems that employ NLP to interpret unstructured data from sources including documents, blogs, engineering reports, market research, and rich media such as videos. The insights and relevance discovered from these data sets are further refined by machine learning techniques. Table of Contents1 INTRODUCTION 381.1 STUDY OBJECTIVES 38 1.2 MARKET DEFINITION 38 1.2.1 INCLUSIONS AND EXCLUSIONS 38 1.3 MARKET SCOPE 39 1.3.1 MARKET SEGMENTATION 39 1.3.2 REGIONS COVERED 40 1.3.3 YEARS CONSIDERED 40 1.4 CURRENCY CONSIDERED 40 1.5 STAKEHOLDERS 41 1.6 SUMMARY OF CHANGES 41 1.7 IMPACT OF RECESSION 41 2 RESEARCH METHODOLOGY 42 2.1 RESEARCH DATA 42 FIGURE 1 INSIGHT ENGINES MARKET: RESEARCH DESIGN 42 2.1.1 SECONDARY DATA 43 2.1.2 PRIMARY DATA 43 2.1.2.1 List of key primary interview participants 43 2.1.2.2 Breakup of primary profiles 44 2.1.2.3 Key industry insights 44 2.2 MARKET BREAKUP AND DATA TRIANGULATION 45 FIGURE 2 DATA TRIANGULATION 45 2.3 MARKET SIZE ESTIMATION 46 FIGURE 3 INSIGHT ENGINES MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 46 2.3.1 TOP-DOWN APPROACH 46 2.3.2 BOTTOM-UP APPROACH 46 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF INSIGHT ENGINES MARKET 47 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF INSIGHT ENGINES MARKET 47 FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF INSIGHT ENGINES MARKET 48 FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF INSIGHT ENGINES THROUGH OVERALL SPENDING 49 2.4 MARKET FORECAST 50 TABLE 1 FACTOR ANALYSIS 50 2.5 RESEARCH ASSUMPTIONS 51 2.6 LIMITATIONS 53 2.7 RECESSION IMPACT 53 3 EXECUTIVE SUMMARY 55 TABLE 2 GLOBAL INSIGHT ENGINES MARKET SIZE AND GROWTH RATE, 2018–2022 (USD MILLION, Y-O-Y %) 56 TABLE 3 GLOBAL INSIGHT ENGINES MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y %) 57 FIGURE 8 SOLUTIONS SEGMENT TO DOMINATE MARKET IN 2023 57 FIGURE 9 MACHINE LEARNING SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE IN 2023 57 FIGURE 10 SEARCH AND DISCOVERY SEGMENT TO HOLD LARGEST MARKET SIZE IN 2023 58 FIGURE 11 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2023 58 FIGURE 12 CLOUD SEGMENT TO HOLD LARGER MARKET SIZE IN 2023 58 FIGURE 13 IT AND ITES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 59 FIGURE 14 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 59 4 PREMIUM INSIGHTS 60 4.1 ATTRACTIVE OPPORTUNITIES IN INSIGHT ENGINES MARKET 60 FIGURE 15 RISING DEMAND TO EMBRACE AI-POWERED SEARCH EXPERIENCE ACROSS BFSI AND RETAIL AND ECOMMERCE SECTORS TO DRIVE MARKET GROWTH 60 4.2 OVERVIEW OF RECESSION IN GLOBAL INSIGHT ENGINES MARKET 60 FIGURE 16 INSIGHT ENGINES MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2023 60 4.3 INSIGHT ENGINES MARKET: TOP THREE APPLICATIONS 61 FIGURE 17 SEARCH AND DISCOVERY SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 61 4.4 NORTH AMERICA: INSIGHT ENGINES MARKET, BY TECHNOLOGY AND TOP THREE VERTICALS 61 FIGURE 18 MACHINE LEARNING AND IT AND ITES SEGMENTS TO HOLD LARGEST MARKET SHARES IN NORTH AMERICA IN 2023 61 4.5 INSIGHT ENGINES MARKET: BY REGION 62 FIGURE 19 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2023 62 5 MARKET OVERVIEW AND INDUSTRY TRENDS 63 5.1 INTRODUCTION 63 5.2 MARKET DYNAMICS 63 FIGURE 20 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: INSIGHT ENGINES MARKET 63 5.2.1 DRIVERS 64 5.2.1.1 Increasing use of structured data 64 5.2.1.2 Growing adoption of insight engines solutions in BFSI sector 64 5.2.1.3 Demand for enhanced and more effective strategic risk management 64 5.2.1.4 Growing demand for advanced search and natural access to in-depth analysis 65 5.2.2 RESTRAINTS 65 5.2.2.1 Data quality and source validation issues 65 5.2.3 OPPORTUNITIES 65 5.2.3.1 Growing data volumes and sophisticated algorithms raising adoption of AI technologies for data insights 65 5.2.3.2 Growing adoption of cutting-edge technologies to offer predictive insights for businesses 66 5.2.3.3 Rising adoption of data-driven decision-making to enhance customer experience 66 5.2.4 CHALLENGES 66 5.2.4.1 Data security and privacy concerns 66 5.2.4.2 Lack of trained and skilled personnel 66 5.3 BRIEF HISTORY OF INSIGHT ENGINES TECHNOLOGY 67 FIGURE 21 HISTORY: INSIGHT ENGINES MARKET 67 5.4 INSIGHT ENGINES MARKET: ECOSYSTEM 68 TABLE 4 INSIGHT ENGINES MARKET: ECOSYSTEM 68 5.5 SUPPLY CHAIN ANALYSIS 70 FIGURE 22 SUPPLY CHAIN ANALYSIS: INSIGHT ENGINES MARKET 70 5.6 CASE STUDY ANALYSIS 71 5.6.1 HEALTHCARE AND LIFE SCIENCES 71 5.6.1.1 Coveo enabled Life Extension to provide relevant and personalized experience to customers 71 5.6.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 71 5.6.2.1 Bank of England intended to drive innovation with Squirro Cognitive Search 71 5.6.2.2 Plexus Law selected Expert.ai to deliver better user experience with improved accuracy 72 5.6.3 RETAIL AND ECOMMERCE 72 5.6.3.1 Lucidworks enabled Goop to streamline its merchandising control over its search engine 72 5.6.4 TELECOM 73 5.6.4.1 Comintelli provided VodafoneZiggo central place where knowledge and insights can be shared easily across departments 73 5.6.5 ENERGY & UTILITY 73 5.6.5.1 Mindbreeze helped leading energy companies reduce ticket processing time and save countless hours 73 5.6.6 EDUCATION 74 5.6.6.1 Squiz enabled University of North Dakota to deliver relevant information for each query 74 5.7 TECHNOLOGY ANALYSIS 74 5.7.1 INSIGHT ENGINES AND ARTIFICIAL INTELLIGENCE 74 5.7.2 INSIGHT ENGINES AND NATURAL LANGUAGE PROCESSING 75 5.7.3 INSIGHT ENGINES AND MACHINE LEARNING 75 5.7.4 INSIGHT ENGINES AND DATA INTEGRATION 75 5.8 PORTER’S FIVE FORCES ANALYSIS 76 FIGURE 23 INSIGHT ENGINES MARKET: PORTER’S FIVE FORCES ANALYSIS 76 TABLE 5 INSIGHT ENGINES MARKET: PORTER’S FIVE FORCES ANALYSIS 76 5.8.1 THREAT OF NEW ENTRANTS 77 5.8.2 THREAT OF SUBSTITUTES 77 5.8.3 BARGAINING POWER OF SUPPLIERS 77 5.8.4 BARGAINING POWER OF BUYERS 77 5.8.5 INTENSITY OF COMPETITIVE RIVALRY 77 5.9 REGULATORY LANDSCAPE 78 5.9.1 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 78 5.9.2 GENERAL DATA PROTECTION REGULATION 78 5.9.3 GRAMM–LEACH–BLILEY ACT 78 5.9.4 THE INTERNATIONAL ORGANIZATION FOR STANDARDIZATION STANDARD 27001 79 5.9.5 HEALTH LEVEL SEVEN INTERNATIONAL 79 5.9.6 COMMUNICATIONS DECENCY ACT 79 5.10 PRICING MODEL ANALYSIS 79 5.10.1 INDICATIVE PRICING ANALYSIS BY VARIOUS PRICING MODELS 80 TABLE 6 AVERAGE SELLING PRICING ANALYSIS, 2023 80 5.11 PATENT ANALYSIS 81 5.11.1 METHODOLOGY 81 5.11.2 DOCUMENT TYPE 82 TABLE 7 PATENTS FILED, 2013–2022 82 5.11.3 INNOVATION AND PATENT APPLICATIONS 82 FIGURE 24 TOTAL NUMBER OF PATENTS GRANTED, 2013–2022 82 5.11.4 TOP APPLICANTS 82 FIGURE 25 TOP TEN COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST TEN YEARS, 2013–2022 83 TABLE 8 TOP TWENTY PATENT OWNERS IN INSIGHT ENGINES MARKET, 2013–2022 83 5.12 TARIFF AND REGULATORY LANDSCAPE 84 5.12.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84 TABLE 9 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84 TABLE 10 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85 TABLE 11 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85 TABLE 12 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86 TABLE 13 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86 5.13 TRENDS/DISRUPTIONS IMPACTING BUYERS OF INSIGHT ENGINES MARKET 87 FIGURE 26 INSIGHT ENGINES MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS 87 5.14 TYPES OF INSIGHT ENGINES 88 5.15 BENEFITS OF INSIGHT ENGINES 90 5.16 KEY CONFERENCES AND EVENTS, 2023–2024 90 TABLE 14 INSIGHT ENGINES MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2023–2024 90 5.17 ASSESSMENT BY INSIGHT ENGINES’ VARIABLES 91 5.17.1 ARCHITECTURE 91 5.17.2 CONNECTIVITY 91 5.17.3 INTELLIGENCE 91 5.17.4 SECURITY 91 5.17.5 CONTENT PROCESSING 92 5.17.6 CUSTOMIZATION 92 5.18 ASSESSMENT BY INSIGHT TYPE 92 5.18.1 DESCRIPTIVE 92 5.18.2 PREDICTIVE 93 5.18.3 PRESCRIPTIVE 93 5.19 CURRENT & EMERGING BUSINESS MODELS 93 5.20 FUTURE DIRECTION INSIGHT ENGINES MARKET LANDSCAPE 94 5.21 KEY STAKEHOLDERS & BUYING CRITERIA 94 5.21.1 KEY STAKEHOLDERS IN BUYING PROCESS 94 FIGURE 27 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS 94 TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS 95 5.21.2 BUYING CRITERIA 95 FIGURE 28 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 95 TABLE 16 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 95 5.22 ASSESSMENT BY SEARCH TYPE 96 5.22.1 INTERNAL SEARCH 96 5.22.2 EXTERNAL SEARCH 96 6 INSIGHT ENGINES MARKET, BY OFFERING 97 6.1 INTRODUCTION 98 6.1.1 OFFERING: INSIGHT ENGINES MARKET DRIVERS 98 FIGURE 29 SOLUTIONS SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 98 TABLE 17 INSIGHT ENGINES MARKET, BY OFFERING, 2018–2022 (USD MILLION) 99 TABLE 18 INSIGHT ENGINES MARKET, BY OFFERING, 2023–2028 (USD MILLION) 99 6.2 SOLUTIONS 99 6.2.1 ENHANCED BUSINESS OPERATIONS AND OPERATIONAL EFFECTIVENESS TO DRIVE DEMAND FOR SOLUTIONS 99 TABLE 19 SOLUTIONS: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 100 TABLE 20 SOLUTIONS: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 100 6.3 SERVICES 100 FIGURE 30 SUPPORT AND MAINTENANCE SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 101 TABLE 21 SERVICES: INSIGHT ENGINES MARKET, BY TYPE, 2018–2022 (USD MILLION) 101 TABLE 22 SERVICES: INSIGHT ENGINES MARKET, BY TYPE, 2023–2028 (USD MILLION) 101 TABLE 23 SERVICES: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 102 TABLE 24 SERVICES: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 102 6.3.1 CONSULTING AND TRAINING 102 6.3.1.1 Growing need from organizations to comply with various labor laws and regulations to drive demand 102 TABLE 25 CONSULTING AND TRAINING: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 103 TABLE 26 CONSULTING AND TRAINING: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 103 6.3.2 DEPLOYMENT AND INTEGRATION 103 6.3.2.1 Lack of integral requirements to implement insight engines and need for proficient solutions to drive demand 103 TABLE 27 DEPLOYMENT AND INTEGRATION: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 104 TABLE 28 DEPLOYMENT AND INTEGRATION: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 104 6.3.3 SUPPORT AND MAINTENANCE 104 6.3.3.1 Increasing deployment of insight engines solutions to drive demand for support and maintenance services 104 TABLE 29 SUPPORT AND MAINTENANCE: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 105 TABLE 30 SUPPORT AND MAINTENANCE: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 105 7 INSIGHT ENGINES MARKET, BY APPLICATION 106 7.1 INTRODUCTION 107 7.1.1 APPLICATION: INSIGHT ENGINES MARKET DRIVERS 107 FIGURE 31 SEARCH AND DISCOVERY SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 107 TABLE 31 INSIGHT ENGINES MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 107 TABLE 32 INSIGHT ENGINES MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 108 7.2 RISK AND COMPLIANCE MANAGEMENT 108 7.2.1 NEED TO ENHANCE BUSINESS PERFORMANCE, MANAGE RISKS, AND MEET REGULATORY COMPLIANCE CHALLENGES TO DRIVE DEMAND 108 TABLE 33 RISK AND COMPLIANCE MANAGEMENT: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 108 TABLE 34 RISK AND COMPLIANCE MANAGEMENT: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 109 7.3 SEARCH AND DISCOVERY 109 7.3.1 RISING NEED FOR ADVANCED SEARCH AND ACCESS TO IN-DEPTH INSIGHTS TO DRIVE DEMAND FOR INSIGHT ENGINE SOLUTIONS 109 TABLE 35 SEARCH AND DISCOVERY: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 109 TABLE 36 SEARCH AND DISCOVERY: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 110 7.4 CUSTOMER MANAGEMENT 110 7.4.1 INCREASED NEED FOR UNDERSTANDING CUSTOMER BEHAVIOR AND SMART CUSTOMER SUPPORT TO DRIVE DEMAND 110 TABLE 37 CUSTOMER MANAGEMENT: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 110 TABLE 38 CUSTOMER MANAGEMENT: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 111 7.5 KNOWLEDGE MANAGEMENT 111 7.5.1 RISING NEED TO GAIN INSIGHTS TO MAKE SMART AND INFORMED DECISIONS TO BOOST MARKET 111 TABLE 39 KNOWLEDGE MANAGEMENT: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 111 TABLE 40 KNOWLEDGE MANAGEMENT: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 112 7.6 OTHER APPLICATIONS 112 TABLE 41 OTHER APPLICATIONS: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 113 TABLE 42 OTHER APPLICATIONS: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 113 8 INSIGHT ENGINES MARKET, BY TECHNOLOGY 114 8.1 INTRODUCTION 115 8.2 TECHNOLOGY: INSIGHT ENGINES MARKET DRIVERS 115 FIGURE 32 MACHINE LEARNING SEGMENT TO HOLD HIGHER GROWTH RATE DURING FORECAST PERIOD 115 TABLE 43 INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 115 TABLE 44 INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 116 8.3 NATURAL LANGUAGE PROCESSING 116 8.3.1 NEED TO COMPREHEND HUMAN VOICES AND EVALUATE LANGUAGES AND DATA SETS TO DRIVE DEMAND 116 TABLE 45 NATURAL LANGUAGE PROCESSING: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 116 TABLE 46 NATURAL LANGUAGE PROCESSING: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 117 8.3.1.1 Semantic analysis 117 8.3.1.2 Syntactic analysis 117 8.4 MACHINE LEARNING 117 8.4.1 RISING NEED TO ANALYZE USER BEHAVIOR AND IDENTIFY RELEVANCE IN SEARCH RESULTS TO DRIVE DEMAND 117 TABLE 47 MACHINE LEARNING: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 118 TABLE 48 MACHINE LEARNING: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 118 8.4.1.1 Graph database 118 8.4.1.2 Collaborative filtering 119 8.4.1.3 Clustering 119 9 INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE 120 9.1 INTRODUCTION 121 9.1.1 DEPLOYMENT MODE: INSIGHT ENGINES MARKET DRIVERS 121 FIGURE 33 CLOUD DEPLOYMENT MODE TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 121 TABLE 49 INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 122 TABLE 50 INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 122 9.2 ON-PREMISES 122 9.2.1 RELIABILITY FOR HIGH-LEVEL CONTROL AND SECURITY, DATA PROTECTION, AND ANALYSIS IMPROVEMENT TO BOOST DEMAND 122 TABLE 51 ON-PREMISES: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 122 TABLE 52 ON-PREMISES: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 123 9.3 CLOUD 123 9.3.1 LOW DEPLOYMENT COST AND EASY UPGRADABILITY AND ACCESSIBILITY TO DRIVE DEMAND 123 TABLE 53 CLOUD: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 123 TABLE 54 CLOUD: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 124 10 INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE 125 10.1 INTRODUCTION 126 10.1.1 ORGANIZATION SIZE: INSIGHT ENGINES MARKET DRIVERS 126 FIGURE 34 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 126 TABLE 55 INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 127 TABLE 56 INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 127 10.2 SMALL AND MEDIUM-SIZED ENTERPRISES 127 10.2.1 INTENSE COMPETITION TO IMPROVE STRATEGIC BUSINESS DECISIONS TO DRIVE DEMAND FOR INSIGHT ENGINES SOLUTIONS 127 TABLE 57 SMALL AND MEDIUM-SIZED ENTERPRISES: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 127 TABLE 58 SMALL AND MEDIUM-SIZED ENTERPRISES: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 128 10.3 LARGE ENTERPRISES 128 10.3.1 INTELLIGENT SEARCH FOR EXTRACTING VALUABLE INSIGHTS TO DRIVE DEMAND FOR INSIGHT ENGINES SOLUTIONS 128 TABLE 59 LARGE ENTERPRISES: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 128 TABLE 60 LARGE ENTERPRISES: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 129 11 INSIGHT ENGINES MARKET, BY VERTICAL 130 11.1 INTRODUCTION 131 11.1.1 VERTICAL: INSIGHT ENGINES MARKET DRIVERS 131 FIGURE 35 IT AND ITES VERTICAL TO GROW AT HIGHEST GROWTH RATE DURING FORECAST PERIOD 131 TABLE 61 INSIGHT ENGINES MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 132 TABLE 62 INSIGHT ENGINES MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 132 11.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 133 11.2.1 NEED TO OPTIMIZE FINANCIAL DATA REPORTING, RISK ASSESSMENTS, AND FRAUD DETECTION TO DRIVE MARKET 133 TABLE 63 BANKING, FINANCIAL SERVICES, AND INSURANCE: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 133 TABLE 64 BANKING, FINANCIAL SERVICES, AND INSURANCE: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 134 11.3 IT AND ITES 134 11.3.1 REQUIREMENTS TO IMPROVE EFFICIENCY, FACILITATE INNOVATION, AND MAINTAIN REGULATORY COMPLIANCE TO DRIVE MARKET 134 TABLE 65 IT AND ITES: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 134 TABLE 66 IT AND ITES: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 135 11.4 RETAIL AND ECOMMERCE 135 11.4.1 NEED TO UNDERSTAND TARGET MARKETS, DETECT FRAUD AND THEFT, AND ENHANCE CUSTOMER EXPERIENCE TO BOOST MARKET 135 TABLE 67 RETAIL AND ECOMMERCE: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 135 TABLE 68 RETAIL AND ECOMMERCE: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 136 11.5 HEALTHCARE AND LIFE SCIENCES 136 11.5.1 RISING FOCUS ON IMPROVING PATIENT MANAGEMENT AND EXPERIENCE TO DRIVE DEMAND FOR INSIGHT ENGINE SOLUTIONS 136 TABLE 69 HEALTHCARE AND LIFE SCIENCES: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 136 TABLE 70 HEALTHCARE AND LIFE SCIENCES: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 137 11.6 TELECOM 137 11.6.1 NEED TO AUTOMATE NETWORK OPERATIONS AND MAXIMIZE NETWORK PROFITABILITY TO PROPEL MARKET 137 TABLE 71 TELECOM: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 137 TABLE 72 TELECOM: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 138 11.7 MANUFACTURING 138 11.7.1 ABILITY TO PREDICT GLOBAL SUPPLY CHAIN COSTS AND CONSUMER DEMAND TO DRIVE MARKET 138 TABLE 73 MANUFACTURING: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 138 TABLE 74 MANUFACTURING: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 139 11.8 GOVERNMENT 139 11.8.1 REQUIREMENT FOR UNDERSTANDING CONSTITUENT NEEDS AND IMPROVING CUSTOMER SERVICE TO BOOST MARKET 139 TABLE 75 GOVERNMENT: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 139 TABLE 76 GOVERNMENT: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 140 11.9 OTHER VERTICALS 140 TABLE 77 OTHER VERTICALS: INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 141 TABLE 78 OTHER VERTICALS: INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 141 12 INSIGHT ENGINES MARKET, BY REGION 142 12.1 INTRODUCTION 143 FIGURE 36 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 143 FIGURE 37 INDIA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 144 TABLE 79 INSIGHT ENGINES MARKET, BY REGION, 2018–2022 (USD MILLION) 144 TABLE 80 INSIGHT ENGINES MARKET, BY REGION, 2023–2028 (USD MILLION) 144 12.2 NORTH AMERICA 145 12.2.1 NORTH AMERICA: INSIGHT ENGINES MARKET DRIVERS 145 12.2.2 NORTH AMERICA: RECESSION IMPACT 145 FIGURE 38 NORTH AMERICA: MARKET SNAPSHOT 146 TABLE 81 NORTH AMERICA: INSIGHT ENGINES MARKET, BY OFFERING, 2018–2022 (USD MILLION) 146 TABLE 82 NORTH AMERICA: INSIGHT ENGINES MARKET, BY OFFERING, 2023–2028 (USD MILLION) 146 TABLE 83 NORTH AMERICA: INSIGHT ENGINES MARKET, BY SERVICE, 2018–2022 (USD MILLION) 147 TABLE 84 NORTH AMERICA: INSIGHT ENGINES MARKET, BY SERVICE, 2023–2028 (USD MILLION) 147 TABLE 85 NORTH AMERICA: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 147 TABLE 86 NORTH AMERICA: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 147 TABLE 87 NORTH AMERICA: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 148 TABLE 88 NORTH AMERICA: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 148 TABLE 89 NORTH AMERICA: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 148 TABLE 90 NORTH AMERICA: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 148 TABLE 91 NORTH AMERICA: INSIGHT ENGINES MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 149 TABLE 92 NORTH AMERICA: INSIGHT ENGINES MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 149 TABLE 93 NORTH AMERICA: INSIGHT ENGINES MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 149 TABLE 94 NORTH AMERICA: INSIGHT ENGINES MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 150 TABLE 95 NORTH AMERICA: INSIGHT ENGINES MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 150 TABLE 96 NORTH AMERICA: INSIGHT ENGINES MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 150 12.2.3 US 150 12.2.3.1 Need for fast access to documents and data to drive demand for insight engines solutions and services 150 12.2.4 CANADA 151 12.2.4.1 Strong startup ecosystem and focus of businesses on data-driven decision-making to drive market 151 12.3 EUROPE 151 12.3.1 EUROPE: INSIGHT ENGINES MARKET DRIVERS 152 12.3.2 EUROPE: RECESSION IMPACT 152 TABLE 97 EUROPE: INSIGHT ENGINES MARKET, BY OFFERING, 2018–2022 (USD MILLION) 152 TABLE 98 EUROPE: INSIGHT ENGINES MARKET, BY OFFERING, 2023–2028 (USD MILLION) 153 TABLE 99 EUROPE: INSIGHT ENGINES MARKET, BY SERVICE, 2018–2022 (USD MILLION) 153 TABLE 100 EUROPE: INSIGHT ENGINES MARKET, BY SERVICE, 2023–2028 (USD MILLION) 153 TABLE 101 EUROPE: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 153 TABLE 102 EUROPE: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 153 TABLE 103 EUROPE: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 154 TABLE 104 EUROPE: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 154 TABLE 105 EUROPE: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 154 TABLE 106 EUROPE: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 154 TABLE 107 EUROPE: INSIGHT ENGINES MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 155 TABLE 108 EUROPE: INSIGHT ENGINES MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 155 TABLE 109 EUROPE: INSIGHT ENGINES MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 155 TABLE 110 EUROPE: INSIGHT ENGINES MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 156 TABLE 111 EUROPE: INSIGHT ENGINES MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 156 TABLE 112 EUROPE: INSIGHT ENGINES MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 156 12.3.3 UK 157 12.3.3.1 Continued transition toward online services due to relative ease and speedy growth to boost market 157 12.3.4 GERMANY 157 12.3.4.1 Rapid adoption of cutting-edge solutions for maintaining competitive business environment to propel market 157 12.3.5 FRANCE 158 12.3.5.1 Significant potential for Al and increasing funding to drive adoption of insight engines solutions 158 12.3.6 ITALY 158 12.3.6.1 Growing adoption of insight engine solutions in healthcare and life sciences to boost market 158 12.3.7 SPAIN 159 12.3.7.1 Need for growing volume of data from various sources and more personalized experience to drive market 159 12.3.8 REST OF EUROPE 159 12.4 ASIA PACIFIC 159 12.4.1 ASIA PACIFIC: INSIGHT ENGINES MARKET DRIVERS 160 12.4.2 ASIA PACIFIC: RECESSION IMPACT 160 FIGURE 39 ASIA PACIFIC: MARKET SNAPSHOT 161 TABLE 113 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY OFFERING, 2018–2022 (USD MILLION) 161 TABLE 114 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY OFFERING, 2023–2028 (USD MILLION) 162 TABLE 115 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY SERVICE, 2018–2022 (USD MILLION) 162 TABLE 116 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY SERVICE, 2023–2028 (USD MILLION) 162 TABLE 117 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 162 TABLE 118 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 162 TABLE 119 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 163 TABLE 120 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 163 TABLE 121 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 163 TABLE 122 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 163 TABLE 123 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 164 TABLE 124 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 164 TABLE 125 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 164 TABLE 126 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 165 TABLE 127 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 165 TABLE 128 ASIA PACIFIC: INSIGHT ENGINES MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 165 12.4.3 INDIA 166 12.4.3.1 Growing adoption of technologies and expanding economy to drive demand for insight engines solutions 166 12.4.4 JAPAN 166 12.4.4.1 Ability to generate insights from large volumes of data through various sources to drive market growth 166 12.4.5 CHINA 167 12.4.5.1 Government's efforts for R&D activities and investments from foreign enterprises to drive market 167 12.4.6 SOUTH KOREA 167 12.4.6.1 Government initiatives to facilitate digital economy to drive market 167 12.4.7 REST OF ASIA PACIFIC 167 12.5 MIDDLE EAST & AFRICA 168 12.5.1 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET DRIVERS 168 12.5.2 MIDDLE EAST & AFRICA: RECESSION IMPACT 169 TABLE 129 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY OFFERING, 2018–2022 (USD MILLION) 169 TABLE 130 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY OFFERING, 2023–2028 (USD MILLION) 169 TABLE 131 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY SERVICE, 2018–2022 (USD MILLION) 169 TABLE 132 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY SERVICE, 2023–2028 (USD MILLION) 170 TABLE 133 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 170 TABLE 134 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 170 TABLE 135 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 170 TABLE 136 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 171 TABLE 137 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 171 TABLE 138 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 171 TABLE 139 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 171 TABLE 140 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 172 TABLE 141 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 172 TABLE 142 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 172 TABLE 143 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 173 TABLE 144 MIDDLE EAST & AFRICA: INSIGHT ENGINES MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 173 12.5.3 SAUDI ARABIA 173 12.5.3.1 Government initiatives to build country’s digital capabilities and infrastructure to drive demand for insight engines solutions 173 12.5.4 UAE 174 12.5.4.1 Ability to embrace cutting-edge technologies to drive adoption of insight engines solutions 174 12.5.5 SOUTH AFRICA 174 12.5.5.1 Extraction of insights for identifying patterns from massive data sets to drive adoption of insight engines solutions 174 12.5.6 ISRAEL 175 12.5.6.1 Ability to create valuable customer experience to drive demand for insight engines solutions 175 12.5.7 REST OF MIDDLE EAST & AFRICA 175 12.6 LATIN AMERICA 176 12.6.1 LATIN AMERICA: INSIGHT ENGINES MARKET DRIVERS 176 12.6.2 LATIN AMERICA: RECESSION IMPACT 176 TABLE 145 LATIN AMERICA: INSIGHT ENGINES MARKET, BY OFFERING, 2018–2022 (USD MILLION) 176 TABLE 146 LATIN AMERICA: INSIGHT ENGINES MARKET, BY OFFERING, 2023–2028 (USD MILLION) 177 TABLE 147 LATIN AMERICA: INSIGHT ENGINES MARKET, BY SERVICE, 2018–2022 (USD MILLION) 177 TABLE 148 LATIN AMERICA: INSIGHT ENGINES MARKET, BY SERVICE, 2023–2028 (USD MILLION) 177 TABLE 149 LATIN AMERICA: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2018–2022 (USD MILLION) 177 TABLE 150 LATIN AMERICA: INSIGHT ENGINES MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 178 TABLE 151 LATIN AMERICA: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2018–2022 (USD MILLION) 178 TABLE 152 LATIN AMERICA: INSIGHT ENGINES MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 178 TABLE 153 LATIN AMERICA: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 178 TABLE 154 LATIN AMERICA: INSIGHT ENGINES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 179 TABLE 155 LATIN AMERICA: INSIGHT ENGINES MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 179 TABLE 156 LATIN AMERICA: INSIGHT ENGINES MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 179 TABLE 157 LATIN AMERICA: INSIGHT ENGINES MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 180 TABLE 158 LATIN AMERICA: INSIGHT ENGINES MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 180 TABLE 159 LATIN AMERICA: INSIGHT ENGINES MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 180 TABLE 160 LATIN AMERICA: INSIGHT ENGINES MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 181 12.6.3 BRAZIL 181 12.6.3.1 Investments by startups in cutting-edge technologies to fuel demand for insight engines solutions 181 12.6.4 MEXICO 181 12.6.4.1 Rising support for implementing high-performance insight engines and analytics technologies to drive market 181 12.6.5 ARGENTINA 182 12.6.5.1 Increasing application of insight engines solutions in various industry verticals to spur market growth 182 12.6.6 REST OF LATIN AMERICA 182 13 COMPETITIVE LANDSCAPE 183 13.1 OVERVIEW 183 13.2 STRATEGIES ADOPTED BY KEY PLAYERS 183 TABLE 161 OVERVIEW OF STRATEGIES ADOPTED BY KEY INSIGHT ENGINES VENDORS 183 13.3 REVENUE ANALYSIS 185 13.3.1 HISTORICAL REVENUE ANALYSIS 185 FIGURE 40 HISTORICAL REVENUE ANALYSIS OF TOP PLAYERS, 2020–2022 (USD MILLION) 185 13.4 MARKET SHARE ANALYSIS 186 FIGURE 41 MARKET SHARE ANALYSIS FOR KEY COMPANIES, 2022 186 TABLE 162 INSIGHT ENGINES MARKET: DEGREE OF COMPETITION 187 13.5 PRODUCT COMPARISON 187 TABLE 163 COMPARATIVE ANALYSIS OF INSIGHT ENGINES PRODUCTS 187 13.5.1 SAP ANALYTICS CLOUD 188 13.5.2 ELASTICSEARCH 189 13.5.3 LUCIDWORKS FUSION 189 13.5.4 SQUIRRO INSIGHT ENGINES 189 13.5.5 MINDBREEZE INSPIRE 190 13.6 COMPANY EVALUATION QUADRANT 190 13.6.1 STARS 190 13.6.2 EMERGING LEADERS 190 13.6.3 PERVASIVE PLAYERS 190 13.6.4 PARTICIPANTS 191 FIGURE 42 KEY INSIGHT ENGINES MARKET PLAYERS, COMPANY EVALUATION QUADRANT, 2022 191 13.6.5 COMPETITIVE BENCHMARKING 191 TABLE 164 INSIGHT ENGINES MARKET: PRODUCT FOOTPRINT ANALYSIS OF KEY PLAYERS, 2022 192 13.7 STARTUP/SME EVALUATION QUADRANT 193 13.7.1 PROGRESSIVE COMPANIES 193 13.7.2 RESPONSIVE COMPANIES 193 13.7.3 DYNAMIC COMPANIES 193 13.7.4 STARTING BLOCKS 193 FIGURE 43 STARTUPS/SMES INSIGHT ENGINES PLAYERS, COMPANY EVALUATION QUADRANT, 2022 194 13.7.5 STARTUPS/SMES COMPETITIVE BENCHMARKING 194 TABLE 165 INSIGHT ENGINES MARKET: DETAILED LIST OF KEY STARTUPS/SMES 195 TABLE 166 INSIGHT ENGINES MARKET: PRODUCT FOOTPRINT ANALYSIS OF STARTUPS/ SMES PLAYERS, 2023 196 13.8 COMPETITIVE SCENARIO AND TRENDS 197 13.8.1 PRODUCT LAUNCHES 197 TABLE 167 SERVICE/PRODUCT LAUNCHES, 2020–2023 197 13.8.2 DEALS 199 TABLE 168 DEALS, 2020–2023 199
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