出版：MarketsandMarkets（マーケッツアンドマーケッツ） 出版年月：2023年4月
インサイトエンジン市場 : オファリング (ソリューション＆サービス)、用途 (検索と発見、知識管理、リスク＆コンプライアンス管理)、テクノロジ、展開モード、組織の規模、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
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| 種別 | 英文調査報告書 |
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The 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.
The large enterprises’ segment is projected to hold the largest market share during the forecast period
By organization size, the market is divided into large enterprises and small & medium enterprises. Large Enterprises invest heavily in advance technologies with an intent to enhance their productivity and efficiency. With the rising volume of data extracting exact information is a challenging task for businesses. The insight engines offers intelligent search that assists in extracting valuable insights from the data that is present across all organizations. During the forecast period, the large enterprises is anticipated to hold the largest market share.
The search and discovery segment is projected to hold the largest market share during the forecast period
Insight engines are an evolution of search technologies that offer proactive and on-demand knowledge discovery and exploration with the use of semantic and machine learning technologies. To make sure that a wide range of information is easily discoverable, they often develop a new index by crawling, indexing, and mining both internal and external data sources as well as organised and unstructured content. During the forecast period the search and discovery segment in anticipated to hold the largest share.
Among technologies, the machine learning segment is anticiapated to grow at a highest CAGR during the forecast period
For more intuitive, personalized, and pertinent digital experiences, insight engines integrate machine learning, rich usage analystics, and AI-powered search capabilities. Machine Learning technology is extensively use to analysis the user behaviour and creation of relevance models that automatically learn and advance as the data, content, and user activities develop and change. The technology helps in two ways: by enhancing the search engine’s general capabilities, ensuring that the user sees appropriate results based on their search queries, and by understanding the intent behind the user’s search queries. During the forecast period the machine learning segment is anticipated to grow at a highest CAGR.
North America to account for the largest market size during the forecast period
During the forecast period, North America is estimated to account for the largest size of the market for insight engines. The region has been extremely open toward adopting new and innovative technologies and is expected to provide market growth opportunities to insight engine vendors. The presence of a robust innovation ecosystem that is supported by strategic investments in advanced technologies across the region drives the growth of the market. The presence of various global players and rising application of insight engines across various business verticals are fueling the adoption of insight engines solution in this region.
Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the insight engines market.
By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%
By Designation: C-Level Executives: 35%, Directors: 25%, and Others: 40%
By Region: APAC: 30%, Europe: 20%, North America: 40%, MEA: 5%, Latin America: 5%
The report includes the study of key players offering insight engines solutions and services. It profiles major vendors in the global market. The major vendors Microsoft (US), IBM (US), OpenText (Canada), SAP (Germany), Oracle (US), Elastic (US), Expert.ai (Italy), Almawave (Italy), Mindbreeze (Austria), Squirro (Switzerland), Sinequa (France), Coveo (Canada), Lucidworks (US), SearchBlox (US), Attivio (US), o9 Solutions (US), Celonis (US), Squiz (Australia), IntraFind (Germany), Fletch (US), Veritone (US), Progress (US), Upland Software (US), ForwardLane (US), Tecnotree (Finland), Comintelli (Sweden), Activeviam (US), Dun & Bradstreet (US), Prevedere (US), Stravito (Sweden), xFind (Israel), Turing Labs (US), Rampfy (Brazil), Raffle.ai (Denmark), Pecan AI (Israel), Omnisearch (Canada), and Fosfor (India).
Research Coverage
The market study covers insight engines across segments. It aims at estimating the market size and the growth potential across different segments, such as offering, application, technology, deployment mode, organization size, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.
Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market for insight engines and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
The report provides insights on the following pointers:
• Analysis of key drivers (incresing use of unstructured data, growing adoption of insight engines solutions in BFSI sector, demand for enhanced and more effective strategic risk management, and growing demand for advanced search and natural access to in-depth analysis), restraints (data quality and source validation issues), opportunities (growing data volumes and sophisticated algorithms raising adoption of AI technologies for data inisghts, growing adoption of cutting edge technologies to offer predictive insights for businesses, and rising adoption of data driven decision making to enhance customer experience), and challenges (data security and privacy concerns, and lack of trained and skill personnel) influencing the growth of the insight engines market
• Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the insight engines market
• Market Development: Comprehensive information about lucrative markets – the report analyses insight engines market across varied regions
• Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in insight engines market strategies; the report also helps stakeholders understand the pulse of the insight engines market and provides them with information on key market drivers, restraints, challenges, and opportunities.
• Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players such as IBM (US), Microsoft (US), Elastic (US), and Coveo (Canada), among others in the insight engines market.
目次
1 INTRODUCTION 38
1.1 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
14 COMPANY PROFILES 201
(Business Overview, Products/Solutions/Services Offered, Recent Developments, MnM view (Key strengths/Right to win, Strategic choices made, Weakness/competitive threats)*
14.1 INTRODUCTION 201
14.2 MAJOR PLAYERS 201
14.2.1 MICROSOFT 201
TABLE 169 MICROSOFT: BUSINESS OVERVIEW 201
FIGURE 44 MICROSOFT: COMPANY SNAPSHOT 202
TABLE 170 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 202
TABLE 171 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 203
TABLE 172 MICROSOFT: DEALS 204
14.2.2 IBM 205
TABLE 173 IBM: BUSINESS OVERVIEW 205
FIGURE 45 IBM: COMPANY SNAPSHOT 206
TABLE 174 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 206
TABLE 175 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 207
TABLE 176 IBM: DEALS 207
14.2.3 ORACLE 210
TABLE 177 ORACLE: BUSINESS OVERVIEW 210
FIGURE 46 ORACLE: COMPANY SNAPSHOT 211
TABLE 178 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 211
14.2.4 SAP 213
TABLE 179 SAP: BUSINESS OVERVIEW 213
FIGURE 47 SAP: COMPANY SNAPSHOT 214
TABLE 180 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 214
TABLE 181 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS 215
TABLE 182 SAP: DEALS 215
14.2.5 OPENTEXT 217
TABLE 183 OPENTEXT: BUSINESS OVERVIEW 217
FIGURE 48 OPENTEXT: COMPANY SNAPSHOT 218
TABLE 184 OPENTEXT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 218
TABLE 185 OPENTEXT: PRODUCT LAUNCHES AND ENHANCEMENTS 219
TABLE 186 OPENTEXT: DEALS 220
14.2.6 ELASTIC 221
TABLE 187 ELASTIC: BUSINESS OVERVIEW 221
FIGURE 49 ELASTIC: COMPANY SNAPSHOT 222
TABLE 188 ELASTIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 222
TABLE 189 ELASTIC: PRODUCT LAUNCHES AND ENHANCEMENTS 223
TABLE 190 ELASTIC: DEALS 224
14.2.7 EXPERT.AI 225
TABLE 191 EXPERT.AI: BUSINESS OVERVIEW 225
FIGURE 50 EXPERT.AI: COMPANY SNAPSHOT 226
TABLE 192 EXPERT.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 226
TABLE 193 EXPERT.AI: PRODUCT LAUNCHES AND ENHANCEMENTS 226
TABLE 194 EXPERT.AI: DEALS 228
14.2.8 ALMAWAVE 230
TABLE 195 ALMAWAVE: BUSINESS OVERVIEW 230
FIGURE 51 ALMAWAVE: COMPANY SNAPSHOT 231
TABLE 196 ALMAWAVE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 231
TABLE 197 ALMAWAVE: PRODUCT LAUNCHES AND ENHANCEMENTS 232
TABLE 198 ALMAWAVE: DEALS 232
14.2.9 MINDBREEZE 233
TABLE 199 MINDBREEZE: BUSINESS OVERVIEW 233
TABLE 200 MINDBREEZE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 233
TABLE 201 MINDBREEZE: PRODUCT LAUNCHES AND ENHANCEMENTS 234
TABLE 202 MINDBREEZE: DEALS 234
14.2.10 SQUIRRO 237
TABLE 203 SQUIRRO: BUSINESS OVERVIEW 237
TABLE 204 SQUIRRO: PRODUCTS/SOLUTIONS/SERVICES OFFERED 237
TABLE 205 SQUIRRO: PRODUCT LAUNCHES AND ENHANCEMENTS 238
TABLE 206 SQUIRRO: DEALS 238
14.2.11 SINEQUA 241
TABLE 207 SINEQUA: BUSINESS OVERVIEW 241
TABLE 208 SINEQUA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 241
TABLE 209 SINEQUA: PRODUCT LAUNCHES AND ENHANCEMENTS 242
TABLE 210 SINEQUA: DEALS 242
14.2.12 COVEO 244
TABLE 211 COVEO: BUSINESS OVERVIEW 244
FIGURE 52 COVEO: COMPANY SNAPSHOT 245
TABLE 212 COVEO: PRODUCTS/SOLUTIONS/SERVICES OFFERED 245
TABLE 213 COVEO: PRODUCT LAUNCHES AND ENHANCEMENTS 246
TABLE 214 COVEO: DEALS 246
14.2.13 LUCIDWORKS 247
TABLE 215 LUCIDWORKS: BUSINESS OVERVIEW 247
TABLE 216 LUCIDWORKS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 247
TABLE 217 LUCIDWORKS: PRODUCT LAUNCHES AND ENHANCEMENTS 248
TABLE 218 LUCIDWORKS: DEALS 249
14.2.14 SEARCHBLOX 250
TABLE 219 SEARCHBLOX: BUSINESS OVERVIEW 250
TABLE 220 SEARCHBLOX: PRODUCTS/SOLUTIONS/SERVICES OFFERED 250
TABLE 221 SEARCHBLOX: PRODUCT LAUNCHES AND ENHANCEMENTS 251
14.2.15 ATTIVIO 252
TABLE 222 ATTIVIO: BUSINESS OVERVIEW 252
TABLE 223 ATTIVIO: PRODUCTS/SOLUTIONS/SERVICES OFFERED 252
TABLE 224 ATTIVIO: DEALS 253
14.3 OTHER KEY PLAYERS 254
14.3.1 O9 SOLUTIONS 254
14.3.2 CELONIS 254
14.3.3 SQUIZ 255
14.3.4 INTRAFIND 255
14.3.5 FLETCH 256
14.3.6 VERITONE 256
14.3.7 PROGRESS 257
14.3.8 UPLAND SOFTWARE 257
14.3.9 FORWARDLANE 258
14.3.10 TECNOTREE 258
14.3.11 COMINTELLI 259
14.3.12 ACTIVEVIAM 259
14.3.13 DUN & BRADSTREET 260
14.3.14 PREVEDERE 260
14.3.15 STRAVITO 261
14.3.16 XFIND 261
14.3.17 TURING LABS 262
14.3.18 RAMPFY 262
14.3.19 RAFFLE.AI 263
14.3.20 PECAN AI 263
14.3.21 OMNISEARCH 264
14.3.22 FOSFOR 264
*Details on Business Overview, Products/Solutions/Services Offered, Recent Developments, MnM view (Key strengths/Right to win, Strategic choices made, Weakness/competitive threats)* might not be captured in case of unlisted companies.
15 ADJACENT AND RELATED MARKETS 265
15.1 INTRODUCTION 265
15.2 ADVANCED ANALYTICS MARKET – GLOBAL FORECAST TO 2026 265
15.2.1 MARKET DEFINITION 265
15.2.2 MARKET OVERVIEW 265
15.2.3 ADVANCED ANALYTICS MARKET, BY COMPONENT 266
TABLE 225 ADVANCED ANALYTICS MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 266
TABLE 226 ADVANCED ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 266
15.2.4 ADVANCED ANALYTICS MARKET, BY BUSINESS FUNCTION 266
TABLE 227 ADVANCED ANALYTICS MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION) 266
TABLE 228 ADVANCED ANALYTICS MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION) 267
15.2.5 ADVANCED ANALYTICS MARKET, BY TYPE 267
TABLE 229 ADVANCED ANALYTICS MARKET, BY TYPE, 2016–2020 (USD MILLION) 267
TABLE 230 ADVANCED ANALYTICS MARKET, BY TYPE, 2021–2026 (USD MILLION) 268
15.2.6 ADVANCED ANALYTICS MARKET, BY DEPLOYMENT MODE 268
TABLE 231 ADVANCED ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 268
TABLE 232 ADVANCED ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 268
15.2.7 ADVANCED ANALYTICS MARKET, BY ORGANIZATION SIZE 269
TABLE 233 ADVANCED ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 269
TABLE 234 ADVANCED ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 269
15.2.8 ADVANCED ANALYTICS MARKET, BY VERTICAL 270
TABLE 235 ADVANCED ANALYTICS MARKET, BY VERTICAL, 2016–2020 (USD MILLION) 270
TABLE 236 ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2026 (USD MILLION) 270
15.2.9 ADVANCED ANALYTICS MARKET, BY REGION 271
TABLE 237 ADVANCED ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION) 271
TABLE 238 ADVANCED ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION) 271
15.3 DATA DISCOVERY MARKET – GLOBAL FORECAST TO 2025 272
15.3.1 MARKET DEFINITION 272
15.3.2 MARKET OVERVIEW 272
15.3.3 DATA DISCOVERY MARKET, BY COMPONENT 272
TABLE 239 DATA DISCOVERY MARKET, BY COMPONENT, 2014–2019 (USD MILLION) 272
TABLE 240 DATA DISCOVERY MARKET, BY COMPONENT, 2019–2025 (USD MILLION) 273
TABLE 241 DATA DISCOVERY MARKET, BY SERVICE, 2014–2019 (USD MILLION) 273
TABLE 242 DATA DISCOVERY MARKET, BY SERVICE, 2019–2025 (USD MILLION) 273
TABLE 243 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET, BY TYPE, 2014–2019 (USD MILLION) 273
TABLE 244 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET, BY TYPE, 2019–2025 (USD MILLION) 274
15.3.4 DATA DISCOVERY MARKET, BY ORGANIZATION SIZE 274
TABLE 245 DATA DISCOVERY MARKET, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 274
TABLE 246 DATA DISCOVERY MARKET, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 274
15.3.5 DATA DISCOVERY MARKET, BY DEPLOYMENT MODE 275
TABLE 247 DATA DISCOVERY MARKET, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 275
TABLE 248 DATA DISCOVERY MARKET, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 275
TABLE 249 CLOUD: DATA DISCOVERY MARKET, BY TYPE, 2014–2019 (USD MILLION) 275
TABLE 250 CLOUD: DATA DISCOVERY MARKET, BY TYPE, 2019–2025 (USD MILLION) 276
15.3.6 DATA DISCOVERY MARKET, BY FUNCTIONALITY 276
TABLE 251 DATA DISCOVERY MARKET, BY FUNCTIONALITY, 2014–2019 (USD MILLION) 276
TABLE 252 DATA DISCOVERY MARKET, BY FUNCTIONALITY, 2019–2025 (USD MILLION) 277
15.3.7 DATA DISCOVERY MARKET, BY APPLICATION 277
TABLE 253 DATA DISCOVERY MARKET, BY APPLICATION, 2014–2019 (USD MILLION) 277
TABLE 254 DATA DISCOVERY MARKET, BY APPLICATION, 2019–2025 (USD MILLION) 278
15.3.8 DATA DISCOVERY MARKET, BY VERTICAL 278
TABLE 255 DATA DISCOVERY MARKET, BY VERTICAL, 2014–2019 (USD MILLION) 278
TABLE 256 DATA DISCOVERY MARKET, BY VERTICAL, 2019–2025 (USD MILLION) 279
15.3.9 DATA DISCOVERY MARKET, BY REGION 279
TABLE 257 DATA DISCOVERY MARKET, BY REGION, 2014–2019 (USD MILLION) 279
TABLE 258 DATA DISCOVERY MARKET, BY REGION, 2019–2025 (USD MILLION) 280
16 APPENDIX 281
16.1 DISCUSSION GUIDE 281
16.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 287
16.3 CUSTOMIZATION OPTIONS 289
16.4 RELATED REPORTS 289
16.5 AUTHOR DETAILS 290