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Advanced Analytics Market by Offering (Agentic (Copilots, Assistants, Autonomous Analytics Agents), Augmented (Insight Discovery, Automation, Orchestration), Predictive, Prescriptive), Delivery Mode (Cloud & Lakehouse, Edge) - Global Forecast to 2031

出版商 MarketsandMarkets產業別 ICT & Media出版日期 2026-02-05頁數 408報告編號 TC2361

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報告摘要

The advanced analytics market is projected to grow from USD 97.17 billion in 2026 to USD 193.23 billion by 2031, at a CAGR of 14.7% during the forecast period. Key drivers include rising enterprise data volumes, growing adoption of AI and cloud platforms, and demand for faster, more accurate business decisions across industries. Organizations are embedding analytics into core operations to improve efficiency, reduce costs, and manage risk. However, market growth faces restraints such as data quality challenges, integration complexity across legacy systems, and shortages of skilled analytics professionals. Concerns around data privacy, model explainability, and regulatory compliance also slow adoption in certain regulated industries, requiring vendors to invest in governance and security capabilities. “Intelligent decision automation to be the fastest-growing application segment” By application, the intelligent decision automation segment is expected to witness the highest growth rate during the forecast period. Enterprises are moving beyond insights toward systems that can automatically recommend or execute actions in areas such as pricing, fraud prevention, IT operations, and supply chain management. The growth is driven by the need to reduce decision latency, manage complexity, and operate at scale with limited human intervention. AI-driven decision engines, rules orchestration, and closed-loop analytics are enabling organizations to respond in real time to changing conditions. As enterprises seek measurable outcomes rather than static reporting, intelligent decision automation is becoming a critical growth avenue for analytics vendors. “Machine learning driven analytics to dominate solution offerings in 2026” By solution offering, the machine learning driven analytics segment is estimated to hold the largest market share in 2026. This dominance is supported by widespread adoption of predictive and prescriptive analytics across finance, operations, customer intelligence, and risk management. Machine learning enables organizations to uncover hidden patterns, forecast outcomes, and optimize decisions at scale. Vendors are strengthening this segment through AutoML, model management, and AI-assisted analytics capabilities that lower technical barriers for users. As enterprises prioritize accuracy, scalability, and continuous learning, machine learning-driven analytics remains the backbone of advanced analytics deployments across industries. “North America leads in scale while Asia Pacific accelerates in growth” North America represents the largest advanced analytics market, driven by early technology adoption, strong enterprise IT spending, and the presence of major analytics and cloud vendors. Enterprises across the BFSI, healthcare, retail, and technology sectors have deeply embedded advanced analytics into operations. In contrast, Asia Pacific is expected to be the fastest-growing region during the forecast period. Rapid digitalization, expanding cloud infrastructure, government-led technology initiatives, and increasing adoption of AI across enterprises are accelerating analytics investments. Together, these regional dynamics highlight a mature revenue base in North America and strong future growth momentum in Asia Pacific. 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 advanced analytics market.  By Company: Tier 1 - 35%, Tier 2 - 45%, and Tier 3 - 20%  By Designation: Directors - 25%, Managers - 35%, and Others - 40%  By Region: North America - 40%, Europe - 22%, Asia Pacific - 26%, Middle East & Africa - 5%, and Latin America - 7% The report includes the study of key players offering advanced analytics solutions and services. It profiles major vendors in the advanced analytics market. The major players in the market include IBM (US), Microsoft (US), Google (US), Palantir (US), Oracle (US), SAS Institute (US), SAP (Germany), Adobe (US), Zoho (India), Sisense (US), Workday (US), Infor (US), Epic Systems (US), Savant Labs (US), AWS (US), Mu Sigma (US), Splunk (US), Strategy (US), Teradata (US), Qlik (US), Pegasystems (US), Fractal Analytics (US), Salesforce (US), NICE (Israel), FICO (US), Altair (US), Celonis (Germany), TIBCO (US), Alteryx (US), Anaplan (US), Databricks (US), Moody’s Analytics (US), Dataiku (US), C3 AI (US), Domo (US), Snowflake (US), ThoughtSpot (US), GoodData (US), DataRobot (US), Yellowfin (Australia), ServiceNow (US), H2O.ai (US), Domino Data Lab (US), KNIME (Switzerland), Accenture (Ireland), Deloitte (UK), Capgemini (France), and Cognizant (US). Research Coverage This research report covers the advanced analytics market and is segmented by offering, delivery mode, application, and vertical. The offering segment comprises solutions and services. The solution segment contains Rule-based & Statistical Analytics, Machine Learning Driven Analytics, Augmented & Decision-centric Analytics, and Agentic & Autonomous Analytics. The delivery mode segment includes Standalone Analytics Software, Embedded & In-application Delivery, Cloud-native & Lakehouse-based Delivery, Edge & Distributed Analytics Delivery, and Agent-based & Autonomous Delivery Models. The application segment includes Customer & Revenue Intelligence, Financial Risk & Performance Management, Supply Chain & Operations Intelligence, Process & Quality Management, Human Capital Analytics, Product, Digital, & IT Operations Analytics, and Intelligent Decision Automation. The vertical segment includes BFSI, Healthcare & Life Sciences, Retail & E-commerce, Manufacturing, Telecommunications, Energy & Utilities, Media & entertainment, Government & Public Sector, Transportation & Mobility, Technology & Software, and Other Verticals. The regional analysis of the advanced analytics market covers North America, Europe, Asia Pacific, the Middle East & Africa (MEA), and Latin America. 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 advanced analytics market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights to better 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 into the following pointers: • Analysis of key drivers (analytics revenue is now directly attributed to AI workloads, analytics is embedded inside core enterprise software, consulting & services revenue confirms analytics demand is execution-led), restraints (advanced analytics fails without data engineering spend, data governance, security, and compliance overhead), opportunities (shift from descriptive to prescriptive & decision automation, vertical-specific analytics monetization, consumption-based pricing aligns analytics spend with value), and challenges (analytics ROI is difficult to attribute at enterprise scale, fragmentation of the analytics stack) • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the advanced analytics market • Market Development: Comprehensive information about lucrative markets; the report analyzes the advanced analytics market across varied regions • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the advanced analytics market • Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like IBM (US), Microsoft (US), Google (US), Palantir (US), Oracle (US), SAS Institute (US), SAP (Germany), Adobe (US), Zoho (India), Sisense (US), Workday (US), Infor (US), Epic Systems (US), Savant Labs (US), AWS (US), Mu Sigma (US), Splunk (US), Strategy (US), Teradata (US), Qlik (US), Pegasystems (US), Fractal Analytics (US), Salesforce (US), NICE (Israel), FICO (US), Altair (US), Celonis (Germany), TIBCO (US), Alteryx (US), Anaplan (US), Databricks (US), Moody’s Analytics (US), Dataiku (US), C3 AI (US), Domo (US), Snowflake (US), ThoughtSpot (US), GoodData (US), DataRobot (US), Yellowfin (Australia), ServiceNow (US), H2O.ai (US), Domino Data Lab (US), KNIME (Switzerland), Accenture (Ireland), Deloitte (UK), Capgemini (France), and Cognizant (US) among others in the advanced analytics market. The report also helps stakeholders understand the pulse of the market, providing them with information on key market drivers, restraints, challenges, and opportunities.
目錄 Table of Contents
1 INTRODUCTION 39 1.1 STUDY OBJECTIVES 39 1.2 MARKET DEFINITION 39 1.2.1 INCLUSIONS AND EXCLUSIONS 40 1.3 MARKET SCOPE 40 1.3.1 MARKET SEGMENTATION 41 1.3.2 YEARS CONSIDERED 42 1.4 CURRENCY CONSIDERED 42 1.5 STAKEHOLDERS 43 1.6 SUMMARY OF CHANGES 43 2 EXECUTIVE SUMMARY 45 2.1 MARKET HIGHLIGHTS AND KEY INSIGHTS 45 2.2 KEY MARKET PARTICIPANTS: MAPPING OF STRATEGIC DEVELOPMENTS 48 2.3 DISRUPTIVE TRENDS IN ADVANCED ANALYTICS MARKET 49 2.4 HIGH-GROWTH SEGMENTS 50 2.5 REGIONAL SNAPSHOT: MARKET SIZE, GROWTH RATE, AND FORECAST 51 3 PREMIUM INSIGHTS 53 3.1 ATTRACTIVE OPPORTUNITIES IN ADVANCED ANALYTICS MARKET 53 3.2 ADVANCED ANALYTICS MARKET, BY REGION 54 3.3 ADVANCED ANALYTICS MARKET: TOP THREE SOLUTIONS 54 3.4 NORTH AMERICA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE AND APPLICATION 55 3.5 ADVANCED ANALYTICS MARKET, BY REGION 55 4 MARKET OVERVIEW 56 4.1 INTRODUCTION 56 4.2 MARKET DYNAMICS 56 4.2.1 DRIVERS 57 4.2.1.1 Alignment with AI spending cycles is re-prioritizing analytics investment 57 4.2.1.2 Platform-centric enterprise architectures are reshaping analytics procurement 58 4.2.1.3 Agentic and autonomous analytics enabling self-directed intelligence 58 4.2.2 RESTRAINTS 58 4.2.2.1 Advanced analytics fails without data engineering spend 58 4.2.2.2 Data governance, security, and compliance overhead 59   4.2.3 OPPORTUNITIES 59 4.2.3.1 Shift from descriptive to prescriptive & decision automation 59 4.2.3.2 Vertical-specific analytics monetization 59 4.2.3.3 Consumption-based pricing aligns analytics spend with value 60 4.2.4 CHALLENGES 60 4.2.4.1 Analytics RoI difficult to attribute at enterprise scale 60 4.2.4.2 Fragmentation of analytics stack 60 4.3 UNMET NEEDS AND WHITE SPACES 61 4.3.1 UNMET NEEDS IN ADVANCED ANALYTICS MARKET 61 4.3.2 WHITE SPACE OPPORTUNITIES 61 4.4 INTERCONNECTED MARKETS AND CROSS-SECTOR OPPORTUNITIES 62 4.4.1 INTERCONNECTED MARKETS 62 4.4.2 CROSS-SECTOR OPPORTUNITIES 63 4.5 STRATEGIC MOVES BY TIER-1/2/3 PLAYERS 63 4.5.1 STRATEGIC MOVES BY TIER-1/2/3 PLAYERS 64 5 INDUSTRY TRENDS 65 5.1 PORTER’S FIVE FORCES ANALYSIS 65 5.1.1 THREAT OF NEW ENTRANTS 66 5.1.2 THREAT OF SUBSTITUTES 67 5.1.3 BARGAINING POWER OF SUPPLIERS 67 5.1.4 BARGAINING POWER OF BUYERS 67 5.1.5 INTENSITY OF COMPETITION RIVALRY 67 5.2 MACROECONOMIC OUTLOOK 68 5.2.1 INTRODUCTION 68 5.2.2 GDP TRENDS AND FORECAST 68 5.2.3 TRENDS IN GLOBAL AI INDUSTRY 69 5.2.4 TRENDS IN GLOBAL BIG DATA & ANALYTICS INDUSTRY 69 5.3 ECOSYSTEM ANALYSIS 69 5.3.1 SOLUTION PROVIDERS 73 5.3.1.1 Rule-based & statistical analytics providers 73 5.3.1.2 Machine learning-driven analytics providers 73 5.3.1.3 Augmented & decision-centric analytics providers 74 5.3.1.4 Agentic & autonomous analytics providers 74 5.3.2 SERVICE PROVIDERS 74 5.3.2.1 Professional service providers 74 5.3.2.2 Managed service providers 74 5.4 SUPPLY CHAIN ANALYSIS 74 5.5 PRICING ANALYSIS 76 5.5.1 AVERAGE SELLING PRICE OF OFFERINGS, BY KEY PLAYER, 2026 77 5.5.2 AVERAGE SELLING PRICE OF SOLUTIONS, BY APPLICATION, 2026 78   5.6 INVESTMENT AND FUNDING SCENARIO 79 5.7 CASE STUDY ANALYSIS 79 5.7.1 ZYNEX DRIVING 60% ANALYTICS COST SAVINGS THROUGH SAVANT LABS 79 5.7.2 HOLCIM ENABLING REAL-TIME PREDICTIVE MAINTENANCE ACROSS INDUSTRIAL ASSETS USING C3 AI 80 5.7.3 TRANSFORMING END-TO-END BUSINESS PROCESSES THROUGH PROCESS INTELLIGENCE 80 5.7.4 ROKU ENHANCING FINANCIAL PLANNING AGILITY WITH SCALABLE SCENARIO MODELING 80 5.7.5 STRENGTHENING FRAUD DETECTION WITH AGENTIC AI-DRIVEN DECISION INTELLIGENCE 81 5.8 KEY CONFERENCES AND EVENTS, 2025–2026 81 5.9 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 82 6 STRATEGIC DISRUPTION: PATENTS, DIGITAL, AND AI ADOPTION 83 6.1 KEY TECHNOLOGIES 83 6.1.1 DATA MINING 83 6.1.2 DATA STREAM PROCESSING 83 6.1.3 DECISION ANALYTICS 83 6.2 COMPLEMENTARY TECHNOLOGIES 84 6.2.1 BIG DATA TECHNOLOGIES 84 6.2.2 CLOUD COMPUTING 84 6.2.3 BUSINESS INTELLIGENCE 84 6.3 ADJACENT TECHNOLOGIES 84 6.3.1 MACHINE LEARNING 84 6.3.2 ARTIFICIAL INTELLIGENCE (AI) 85 6.3.3 INTERNET OF THINGS (IOT) 85 6.4 PATENT ANALYSIS 85 6.4.1 METHODOLOGY 85 6.4.2 PATENTS FILED 85 6.4.3 INNOVATION AND PATENT APPLICATIONS 85 6.5 IMPACT OF AI/GEN AI ON ADVANCED ANALYTICS MARKET 88 6.5.1 BEST PRACTICES IN ADVANCED ANALYTICS MARKET 89 6.5.2 CASE STUDIES OF AI IMPLEMENTATION IN ADVANCED ANALYTICS MARKET 89 6.5.3 INTERCONNECTED ADJACENT ECOSYSTEM AND IMPACT ON MARKET PLAYERS 89 6.5.4 CLIENTS’ READINESS TO ADOPT GENERATIVE AI IN ADVANCED ANALYTICS MARKET 90   7 REGULATORY LANDSCAPE 91 7.1 REGIONAL REGULATIONS AND COMPLIANCE 91 7.1.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 91 7.1.2 REGULATIONS 95 7.1.2.1 North America 95 7.1.2.1.1 Securities Exchange Act of 1934 (SEC) 95 7.1.2.1.2 Artificial Intelligence and Data Act-AIDA (Canada) 95 7.1.2.1.3 Commodity Exchange Act (CFTC) 95 7.1.2.1.4 PIPEDA (Canada) 95 7.1.2.2 Europe 96 7.1.2.2.1 Europe Artificial Intelligence Act (European Union) 96 7.1.2.2.2 General Data Protection Regulation (European Union) 96 7.1.2.2.3 Data Protection Act 2018 (UK) 96 7.1.2.2.4 Federal Data Protection Act (Germany) 96 7.1.2.2.5 Personal Data Protection Code-Legislative Decree 196/2003 (Italy) 96 7.1.2.3 Asia Pacific 97 7.1.2.3.1 PDPA (Singapore) 97 7.1.2.3.2 Digital Personal Data Protection Act, 2023 (India) 97 7.1.2.3.3 Act on Protection of Personal Information (Japan) 97 7.1.2.3.4 Basic Act on Artificial Intelligence (South Korea) 97 7.1.2.4 Middle East & Africa 98 7.1.2.4.1 Federal Decree-Law No. 45 of 2021 on Protection of Personal Data (UAE) 98 7.1.2.4.2 Personal Data Protection Law (KSA) 98 7.1.2.4.3 Protection of Personal Information Act (South Africa) 98 7.1.2.4.4 Personal Data Privacy Protection Law (Qatar) 98 7.1.2.4.5 Law on Protection of Personal Data No. 6698 (Turkey) 99 7.1.2.5 Latin America 99 7.1.2.5.1 General Data Protection Law - LGPD (Brazil) 99 7.1.2.5.2 Federal Law on Protection of Personal Data Held by Private Parties (Mexico) 99 7.1.2.5.3 Personal Data Protection Law No. 25,326 (Argentina) 99 8 CUSTOMER LANDSCAPE & BUYER BEHAVIOR 100 8.1 DECISION-MAKING PROCESS 100 8.2 KEY STAKEHOLDERS INVOLVED IN BUYING PROCESS AND THEIR EVALUATION CRITERIA 101 8.2.1 KEY STAKEHOLDERS IN BUYING PROCESS 101 8.2.2 BUYING CRITERIA 102 8.3 ADOPTION BARRIERS & INTERNAL CHALLENGES 103 8.4 UNMET NEEDS FROM VARIOUS INDUSTRY VERTICALS 105 9 ADVANCED ANALYTICS MARKET, BY OFFERING 107 9.1 INTRODUCTION 108 9.1.1 DRIVERS: ADVANCED ANALYTICS MARKET, BY OFFERING 108 9.2 SOLUTIONS 109 9.2.1 RULE-BASED & STATISTICAL ANALYTICS 111 9.2.1.1 Enabling foundational insights through standardized reporting and statistical analysis 111 9.2.1.2 Reporting & dashboards tools 111 9.2.1.3 Self-service and ad-hoc analytics 112 9.2.1.4 Descriptive & diagnostic analytics 112 9.2.2 MACHINE LEARNING-DRIVEN ANALYTICS 112 9.2.2.1 Tapping into forward-looking insights with improved scalability through data-driven learning models 112 9.2.2.2 Predictive analytics 113 9.2.2.3 Prescriptive analytics 113 9.2.3 AUGMENTED & DECISION-CENTRIC ANALYTICS 114 9.2.3.1 Accelerating decision-making through AI-assisted insight generation and execution 114 9.2.3.2 Augmented insight discovery 115 9.2.3.3 AutoML-assisted analytics 115 9.2.3.4 Analytics automation and orchestration 115 9.2.3.5 Embedded and in-workflow analytics 115 9.2.4 AGENTIC & AUTONOMOUS ANALYTICS 116 9.2.4.1 Enabling continuous, self-directed decision-making through autonomous analytics systems 116 9.2.4.2 Analytics copilots & assistants 116 9.2.4.3 Autonomous analytics agents 117 9.2.4.4 Multi-agent decision execution 117 9.3 SERVICES 117 9.3.1 PROFESSIONAL SERVICES 118 9.3.1.1 Enabling successful analytics adoption through expert-led strategy and execution 118 9.3.1.2 Strategy & consulting 119 9.3.1.3 Implementation & integration 119 9.3.1.4 Advanced modeling & AI development 120 9.3.2 MANAGED SERVICES 120 9.3.2.1 Sustaining analytical performance through continuous management and optimization 120 9.3.2.2 Managed data & Intelligence platforms 121 9.3.2.3 Model operations & optimization 121 9.3.2.4 Autonomous & AI-driven operations 121   10 ADVANCED ANALYTICS MARKET, BY DELIVERY MODE 122 10.1 INTRODUCTION 123 10.1.1 DRIVERS: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE 123 10.2 STANDALONE ANALYTICS SOFTWARE 125 10.2.1 ENABLING CONTROLLED AND CUSTOMIZABLE ANALYTICS THROUGH INDEPENDENT PLATFORMS 125 10.3 EMBEDDED & IN-APPLICATION DELIVERY 126 10.3.1 DRIVING ANALYTICS’ ADOPTION BY DELIVERING INSIGHTS DIRECTLY WITHIN BUSINESS WORKFLOWS 126 10.4 CLOUD-NATIVE & LAKEHOUSE-BASED DELIVERY 127 10.4.1 SCALING ADVANCED ANALYTICS THROUGH FLEXIBLE AND CLOUD-FIRST ARCHITECTURES 127 10.5 EDGE & DISTRIBUTED ANALYTICS DELIVERY 128 10.5.1 ENABLING REAL-TIME ANALYTICS CLOSER TO DATA SOURCES AND OPERATIONS 128 10.6 AGENT-BASED & AUTONOMOUS DELIVERY MODELS 129 10.6.1 AUTOMATING ENTERPRISE DECISIONS THROUGH SELF-DIRECTED AND INTELLIGENT ANALYTICS SYSTEMS 129 11 ADVANCED ANALYTICS MARKET, BY APPLICATION 130 11.1 INTRODUCTION 131 11.1.1 DRIVERS: ADVANCED ANALYTICS MARKET, BY APPLICATION 131 11.2 CUSTOMER & REVENUE INTELLIGENCE 132 11.2.1 OFFERING DATA-DRIVEN CUSTOMER UNDERSTANDING AND REVENUE OPTIMIZATION ACROSS SECTORS 132 11.2.2 CUSTOMER SEGMENTATION, CLV, AND CHURN 133 11.2.3 MARKETING ATTRIBUTION & CAMPAIGN EFFECTIVENESS 134 11.2.4 PRICING, PROMOTION, AND RECOMMENDATION 134 11.3 FINANCIAL RISK & PERFORMANCE MANAGEMENT 134 11.3.1 STRENGTHENING FINANCIAL STABILITY THROUGH ANALYTICS-DRIVEN RISK CONTROL AND PERFORMANCE OPTIMIZATION 134 11.3.2 FINANCIAL PLANNING, FORECASTING, AND PERFORMANCE 135 11.3.3 CREDIT, MARKET, AND OPERATIONAL RISK 135 11.3.4 FRAUD MANAGEMENT, AML, AND COMPLIANCE 136 11.4 SUPPLY CHAIN & OPERATIONS INTELLIGENCE 136 11.4.1 BUILDING RESILIENT AND ADAPTIVE SUPPLY CHAINS THROUGH ANALYTICS-DRIVEN OPERATIONAL VISIBILITY 136 11.4.2 DEMAND PLANNING & FORECASTING 137 11.4.3 SUPPLY CHAIN, LOGISTICS, AND NETWORK OPTIMIZATION 137 11.4.4 ASSET PERFORMANCE & MAINTENANCE PLANNING 137   11.5 PROCESS & QUALITY MANAGEMENT 138 11.5.1 IMPROVING OPERATIONAL EXCELLENCE THROUGH ANALYTICS-LED PROCESS VISIBILITY AND QUALITY CONTROL 138 11.5.2 PROCESS INTELLIGENCE & OPTIMIZATION 139 11.5.3 QUALITY MANAGEMENT & DEFECT REDUCTION 139 11.5.4 YIELD & THROUGHPUT OPTIMIZATION 139 11.6 HUMAN CAPITAL ANALYTICS 139 11.6.1 ENABLING DATA-DRIVEN WORKFORCE DECISIONS TO IMPROVE PRODUCTIVITY AND ORGANIZATIONAL RESILIENCE 139 11.6.2 WORKFORCE PLANNING & CAPACITY MANAGEMENT 140 11.6.3 EMPLOYEE PERFORMANCE & ENGAGEMENT 141 11.6.4 TALENT ACQUISITION, RETENTION, AND ATTRITION 141 11.7 PRODUCT, DIGITAL, AND IT OPERATIONS ANALYTICS 141 11.7.1 ENHANCING DIGITAL RELIABILITY AND PRODUCT PERFORMANCE THROUGH ANALYTICS-LED OPERATIONAL INTELLIGENCE 141 11.7.2 PRODUCT USAGE & PERFORMANCE 142 11.7.3 DIGITAL EXPERIENCE MONITORING 143 11.7.4 IT & PLATFORM OPERATIONS ANALYTICS 143 11.8 INTELLIGENT DECISION AUTOMATION 143 11.8.1 ACCELERATING BUSINESS OUTCOMES THROUGH ANALYTICS-DRIVEN AND AUTOMATED DECISION EXECUTION 143 11.8.2 AUTOMATED DECISION MANAGEMENT 144 11.8.3 CLOSED-LOOP BUSINESS PROCESS CONTROL 144 11.8.4 PREDICTIVE INTERVENTION & EXCEPTION MANAGEMENT 145 12 ADVANCED ANALYTICS MARKET, BY VERTICAL 146 12.1 INTRODUCTION 147 12.1.1 DRIVERS: ADVANCED ANALYTICS MARKET, BY VERTICAL 147 12.2 BFSI 149 12.2.1 STRENGTHENING FINANCIAL TRUST AND PROFITABILITY THROUGH RISK-AWARE AND DATA-DRIVEN INTELLIGENCE 149 12.3 HEALTHCARE & LIFE SCIENCES 150 12.3.1 IMPROVING PATIENT OUTCOMES AND OPERATIONAL EFFICIENCY THROUGH ANALYTICS-ENABLED HEALTHCARE INTELLIGENCE 150 12.4 RETAIL & ECOMMERCE 151 12.4.1 DRIVING REVENUE GROWTH AND PERSONALIZATION THROUGH CUSTOMER-CENTRIC ANALYTICS 151 12.5 MANUFACTURING 152 12.5.1 DRIVING OPERATIONAL EXCELLENCE AND RESILIENCE THROUGH ANALYTICS-LED MANUFACTURING INTELLIGENCE 152 12.6 TELECOMMUNICATIONS 153 12.6.1 ENHANCING NETWORK PERFORMANCE AND CUSTOMER EXPERIENCE THROUGH ANALYTICS-DRIVEN TELECOM INTELLIGENCE 153   12.7 ENERGY & UTILITIES 154 12.7.1 IMPROVING RELIABILITY AND SUSTAINABILITY THROUGH ANALYTICS-ENABLED ENERGY INTELLIGENCE 154 12.8 MEDIA & ENTERTAINMENT 155 12.8.1 MAXIMIZING AUDIENCE ENGAGEMENT AND MONETIZATION THROUGH ANALYTICS-DRIVEN CONTENT INTELLIGENCE 155 12.9 GOVERNMENT & PUBLIC SECTOR 156 12.9.1 ENHANCING TRANSPARENCY AND SERVICE DELIVERY THROUGH ANALYTICS-ENABLED PUBLIC SECTOR INTELLIGENCE 156 12.10 TRANSPORTATION & MOBILITY 157 12.10.1 IMPROVING SAFETY, EFFICIENCY, AND SUSTAINABILITY THROUGH ANALYTICS-LED MOBILITY INTELLIGENCE 157 12.11 TECHNOLOGY & SOFTWARE 158 12.11.1 SCALING DIGITAL INNOVATION AND PLATFORM PERFORMANCE THROUGH ANALYTICS-NATIVE SOFTWARE INTELLIGENCE 158 12.12 OTHER VERTICALS 159 13 ADVANCED ANALYTICS MARKET, BY REGION 161 13.1 INTRODUCTION 162 13.2 NORTH AMERICA 164 13.2.1 NORTH AMERICA: ADVANCED ANALYTICS MARKET DRIVERS 164 13.2.2 US 169 13.2.2.1 Scaling governed, cloud-native analytics driven by AI investment, regulatory focus, and hyperscale infrastructure expansion 169 13.2.3 CANADA 173 13.2.3.1 Advancing trusted and compliant analytics adoption through strong AI research, data sovereignty focus, and public-sector leadership 173 13.3 EUROPE 177 13.3.1 EUROPE: ADVANCED ANALYTICS MARKET DRIVERS 178 13.3.2 UK 183 13.3.2.1 Accelerating analytics adoption through strong digital regulation, cloud maturity, and AI-first enterprise strategies 183 13.3.3 GERMANY 187 13.3.3.1 Driving industrial and manufacturing analytics through Industry 4.0 leadership and data sovereignty priorities 187 13.3.4 FRANCE 192 13.3.4.1 Expanding analytics adoption through strong public-sector leadership and national AI investment programs 192 13.3.5 ITALY 196 13.3.5.1 Accelerating analytics adoption through enterprise digitalization, cloud modernization, and EU-backed investment programs 196 13.3.6 REST OF EUROPE 200   13.4 ASIA PACIFIC 205 13.4.1 ASIA PACIFIC: ADVANCED ANALYTICS MARKET DRIVERS 205 13.4.2 CHINA 211 13.4.2.1 Scaling analytics adoption through state-led digital infrastructure, AI investment, and platform-driven data ecosystems 211 13.4.3 INDIA 214 13.4.3.1 Accelerating analytics growth through digital public infrastructure, cloud adoption, and enterprise modernization 214 13.4.4 JAPAN 218 13.4.4.1 Advancing analytics maturity through enterprise modernization, productivity focus, and industrial data integration 218 13.4.5 ASEAN 222 13.4.6 REST OF ASIA PACIFIC 226 13.5 MIDDLE EAST & AFRICA 231 13.5.1 MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET DRIVERS 231 13.5.2 SAUDI ARABIA 236 13.5.2.1 Scaling advanced analytics through Vision 2030–driven digital transformation and data-led governance 236 13.5.3 UAE 241 13.5.3.1 Advancing analytics maturity through smart government leadership and AI-first national strategies 241 13.5.4 TURKEY 244 13.5.4.1 Advancing analytics adoption through financial-sector leadership and enterprise digital transformation 244 13.5.5 SOUTH AFRICA 248 13.5.5.1 Anchoring analytics growth through BFSI dominance, public-sector modernization, and risk-focused use cases 248 13.5.6 REST OF MIDDLE EAST & AFRICA 253 13.6 LATIN AMERICA 257 13.6.1 LATIN AMERICA: ADVANCED ANALYTICS MARKET DRIVERS 257 13.6.2 BRAZIL 262 13.6.2.1 Driving analytics adoption through large-scale enterprise digitalization and financial-sector innovation 262 13.6.3 MEXICO 266 13.6.3.1 Expanding analytics usage through manufacturing integration and cross-border digital transformation 266 13.6.4 REST OF LATIN AMERICA 270 14 COMPETITIVE LANDSCAPE 275 14.1 OVERVIEW 275 14.2 KEY PLAYER STRATEGIES, 2021–2025 275 14.3 REVENUE ANALYSIS, 2021–2025 276 14.4 MARKET SHARE ANALYSIS, 2025 278 14.4.1 MARKET RANKING ANALYSIS, 2025 279   14.5 BRAND COMPARATIVE ANALYSIS 280 14.5.1 BRAND COMPARATIVE ANALYSIS (1/2) 280 14.5.1.1 IBM (US) 281 14.5.1.2 Microsoft (US) 281 14.5.1.3 SAP (Germany) 281 14.5.1.4 SAS Institute (US) 281 14.5.1.5 Alteryx (US) 281 14.5.2 BRAND COMPARATIVE ANALYSIS FOR BY AGENTIC & AUTONOMOUS ANALYTICS (2/2) 282 14.5.2.1 Palantir (US) 282 14.5.2.2 C3 AI (US) 282 14.5.2.3 Celonis (Germany) 283 14.5.2.4 SAS Institute (US) 283 14.5.2.5 Savant Labs (US) 283 14.6 COMPANY EVALUATION MATRIX: KEY PLAYERS (TIER 1) 283 14.6.1 STARS 283 14.6.2 EMERGING LEADERS 283 14.6.3 PERVASIVE PLAYERS 284 14.6.4 PARTICIPANTS 284 14.6.5 COMPANY FOOTPRINT: KEY PLAYERS (TIER 1), 2025 285 14.6.5.1 Company footprint 285 14.6.5.2 Regional footprint 286 14.6.5.3 Offering footprint 287 14.6.5.4 Delivery mode footprint 288 14.6.5.5 Application footprint 289 14.6.5.6 Vertical footprint 290 14.7 COMPANY EVALUATION MATRIX: KEY PLAYERS (TIER 2 & 3) 291 14.7.1 STARS 291 14.7.2 EMERGING LEADERS 291 14.7.3 PERVASIVE PLAYERS 291 14.7.4 PARTICIPANTS 291 14.7.5 COMPANY FOOTPRINT: KEY PLAYERS (TIER 2 & 3), 2025 293 14.7.5.1 Company footprint 293 14.7.5.2 Regional footprint 294 14.7.5.3 Offering footprint 295 14.7.5.4 Delivery mode footprint 296 14.7.5.5 Application footprint 297 14.7.5.6 Vertical footprint 298   14.8 COMPANY EVALUATION MATRIX: KEY PLAYERS (AGENTIC & AUTONOMOUS ANALYTICS) 299 14.8.1 STARS 299 14.8.2 EMERGING LEADERS 299 14.8.3 COMPANY FOOTPRINT: KEY PLAYERS (AGENTIC & AUTONOMOUS ANALYTICS), 2025 301 14.8.3.1 Company footprint 301 14.8.3.2 Regional footprint 301 14.8.3.3 Offering footprint 302 14.8.3.4 Delivery mode footprint 302 14.8.3.5 Application footprint 303 14.8.3.6 Vertical footprint 303 14.9 COMPANY VALUATION AND FINANCIAL METRICS 303 14.10 COMPETITIVE SCENARIO 305 14.10.1 PRODUCT LAUNCHES AND ENHANCEMENTS 305 14.10.2 DEALS 306 15 COMPANY PROFILES 307 15.1 INTRODUCTION 307 15.2 KEY PLAYERS 307 15.2.1 IBM 307 15.2.1.1 Business overview 307 15.2.1.2 Products/Solutions/Services offered 308 15.2.1.3 Recent developments 309 15.2.1.3.1 Product launches and enhancements 309 15.2.1.3.2 Deals 310 15.2.1.4 MnM view 310 15.2.1.4.1 Key strengths 310 15.2.1.4.2 Strategic choices 310 15.2.1.4.3 Weaknesses and competitive threats 311 15.2.2 GOOGLE 312 15.2.2.1 Business overview 312 15.2.2.2 Products/Solutions/Services offered 313 15.2.2.3 Recent developments 314 15.2.2.3.1 Product launches and enhancements 314 15.2.2.3.2 Deals 315 15.2.2.4 MnM view 315 15.2.2.4.1 Key strengths 315 15.2.2.4.2 Strategic choices 316 15.2.2.4.3 Weaknesses and competitive threats 316   15.2.3 MICROSOFT 317 15.2.3.1 Business overview 317 15.2.3.2 Products/Solutions/Services offered 318 15.2.3.3 Recent developments 319 15.2.3.3.1 Product launches and enhancements 319 15.2.3.3.2 Deals 319 15.2.4 MOODY’S ANALYTICS 320 15.2.4.1 Business overview 320 15.2.4.2 Products/Solutions/Services offered 321 15.2.4.3 Recent developments 322 15.2.4.3.1 Product launches and enhancements 322 15.2.4.3.2 Deals 322 15.2.4.4 MnM view 323 15.2.4.4.1 Key strengths 323 15.2.4.4.2 Strategic choices 323 15.2.4.4.3 Weaknesses and competitive threats 323 15.2.5 SALESFORCE 324 15.2.5.1 Business overview 324 15.2.5.2 Products/Solutions/Services offered 325 15.2.5.3 Recent developments 326 15.2.5.3.1 Product launches and enhancements 326 15.2.5.3.2 Deals 326 15.2.6 PEGASYSTEMS 327 15.2.6.1 Business overview 327 15.2.6.2 Products/Solutions/Services offered 328 15.2.6.3 Recent developments 329 15.2.6.3.1 Product launches and enhancements 329 15.2.6.3.2 Deals 329 15.2.7 SNOWFLAKE 330 15.2.7.1 Business overview 330 15.2.7.2 Products/Solutions/Services offered 331 15.2.7.3 Recent developments 332 15.2.7.3.1 Product launches and enhancements 332 15.2.7.3.2 Deals 332 15.2.8 ORACLE 333 15.2.8.1 Business overview 333 15.2.8.2 Products/Solutions/Services offered 334 15.2.8.3 Recent developments 335 15.2.8.3.1 Product launches and enhancements 335 15.2.8.3.2 Deals 335 15.2.9 SERVICENOW 336 15.2.10 AWS 337 15.2.11 SAP 338 15.2.12 NICE 339 15.2.13 WORKDAY 340 15.2.14 ADOBE 341 15.2.15 SPLUNK (CISCO) 342 15.2.16 INFOR (KOCH INDUSTRIES) 343 15.2.17 TERADATA 344 15.3 TIER 2 & 3 PLAYERS 345 15.3.1 FICO 345 15.3.2 ANAPLAN 346 15.3.3 H2O.AI 347 15.3.4 DATABRICKS 348 15.3.5 ALTAIR 349 15.3.6 TIBCO 350 15.3.7 FRACTAL ANALYTICS 351 15.3.8 MU SIGMA 352 15.3.9 EPIC SYSTEMS 353 15.3.10 STRATEGY 354 15.3.11 QLIK 355 15.3.12 THOUGHTSPOT 356 15.3.13 DOMO 357 15.3.14 SISENSE 358 15.3.15 YELLOWFIN (IDERA) 359 15.3.16 ZOHO 360 15.3.17 GOODDATA 361 15.3.18 ALTERYX 362 15.3.19 DOMINO DATA LAB 363 15.3.20 KNIME 364 15.4 AGENTIC & AUTONOMOUS ANALYTICS PLAYERS 365 15.4.1 SAVANT LABS 365 15.4.1.1 Business overview 365 15.4.1.2 Products/Solutions/Services offered 365 15.4.1.3 Recent developments 366 15.4.1.3.1 Product launches and enhancements 366 15.4.1.3.2 Deals 367 15.4.1.4 MnM view 368 15.4.1.4.1 Key strengths 368 15.4.1.4.2 Strategic choices 368 15.4.1.4.3 Weaknesses and competitive threats 369   15.4.2 PALANTIR 370 15.4.2.1 Business overview 370 15.4.2.2 Products/Solutions/Services offered 371 15.4.2.3 Recent developments 372 15.4.2.3.1 Product launches and enhancements 372 15.4.2.3.2 Deals 372 15.4.2.4 MnM view 373 15.4.2.4.1 Key strengths 373 15.4.2.4.2 Strategic choices 373 15.4.2.4.3 Weaknesses and competitive threats 374 15.4.3 C3.AI 375 15.4.3.1 Business overview 375 15.4.3.2 Products/Solutions/Services offered 376 15.4.3.3 Recent developments 377 15.4.3.3.1 Product launches and enhancements 377 15.4.3.3.2 Deals 377 15.4.3.3.3 Other Developments 378 15.4.3.4 MnM view 378 15.4.3.4.1 Key strengths 378 15.4.3.4.2 Strategic choices 378 15.4.3.4.3 Weaknesses and competitive threats 379 15.4.4 SAS INSTITUTE 380 15.4.5 CELONIS 380 15.4.6 DATAROBOT 381 15.4.7 DATAIKU 382 15.5 OTHER PLAYERS 383 15.5.1 ACCENTURE 383 15.5.2 DELOITTE 384 15.5.3 CAPGEMINI 385 15.5.4 COGNIZANT 386 16 RESEARCH METHODOLOGY 387 16.1 RESEARCH DATA 387 16.1.1 SECONDARY DATA 388 16.1.2 PRIMARY DATA 388 16.1.2.1 Breakup of primary profiles 389 16.1.2.2 Key industry insights 389 16.2 DATA TRIANGULATION 390 16.3 MARKET SIZE ESTIMATION 391 16.3.1 TOP-DOWN APPROACH 391 16.3.2 BOTTOM-UP APPROACH 391   16.4 MARKET FORECAST 395 16.5 RESEARCH ASSUMPTIONS 396 16.6 STUDY LIMITATIONS 398 17 APPENDIX 399 17.1 DISCUSSION GUIDE 399 17.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 404 17.3 CUSTOMIZATION OPTIONS 406 17.4 RELATED REPORTS 406 17.5 AUTHOR DETAILS 407
圖表清單 List of Tables & Figures
TABLE 1 INCLUSIONS AND EXCLUSIONS 40 TABLE 2 USD EXCHANGE RATE, 2020–2024 42 TABLE 3 STRATEGIC MOVES, BY TIER 64 TABLE 4 IMPACT OF PORTER’S FIVE FORCES ON DOCUMENT AI MARKET 65 TABLE 5 ADVANCED ANALYTICS MARKET: ROLE OF COMPANIES IN ECOSYSTEM 70 TABLE 6 AVERAGE SELLING PRICE OF OFFERINGS, BY KEY PLAYER, 2026 77 TABLE 7 AVERAGE SELLING PRICE OF SOLUTIONS, BY APPLICATION, 2026 78 TABLE 8 DOCUMENT AI MARKET: LIST OF KEY CONFERENCES AND EVENTS, 2026–2027 81 TABLE 9 PATENTS FILED, BY DOCUMENT TYPE, 2017–2026 85 TABLE 10 LIST OF TOP PATENTS IN ADVANCED ANALYTICS MARKET, 2024–2025 86 TABLE 11 TOP USE CASES AND MARKET POTENTIAL 88 TABLE 12 BEST PRACTICES: COMPANIES IMPLEMENTING USE CASES 89 TABLE 13 ADVANCED ANALYTICS MARKET: CASE STUDIES RELATED TO GEN AI IMPLEMENTATION 89 TABLE 14 INTERCONNECTED ADJACENT ECOSYSTEM AND IMPACT ON MARKET PLAYERS 89 TABLE 15 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 91 TABLE 16 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 92 TABLE 17 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 93 TABLE 18 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 93 TABLE 19 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 94 TABLE 20 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 102 TABLE 21 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 102 TABLE 22 UNMET NEEDS IN ADVANCED ANALYTICS MARKET, BY INDUSTRY VERTICAL 105 TABLE 23 ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 109 TABLE 24 ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 109 TABLE 25 ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 110 TABLE 26 ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 110 TABLE 27 RULE-BASED & STATISTICAL ANALYTICS MARKET, BY REGION, 2021–2025 (USD MILLION) 111 TABLE 28 RULE-BASED & STATISTICAL ANALYTICS MARKET, BY REGION, 2026–2031 (USD MILLION) 111 TABLE 29 MACHINE LEARNING DRIVEN ANALYTICS MARKET, BY REGION, 2021–2025 (USD MILLION) 113 TABLE 30 MACHINE LEARNING DRIVEN ANALYTICS MARKET, BY REGION, 2026–2031 (USD MILLION) 113 TABLE 31 AUGMENTED & DECISION-CENTRIC ANALYTICS MARKET, BY REGION, 2021–2025 (USD MILLION) 114 TABLE 32 AUGMENTED & DECISION-CENTRIC ANALYTICS MARKET, BY REGION, 2026–2031 (USD MILLION) 114 TABLE 33 AGENTIC & AUTONOMOUS ANALYTICS MARKET, BY REGION, 2021–2025 (USD MILLION) 116 TABLE 34 AGENTIC & AUTONOMOUS ANALYTICS: ADVANCED ANALYTICS MARKET, BY REGION, 2026–2031 (USD MILLION) 116 TABLE 35 ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 118 TABLE 36 ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 118 TABLE 37 ADVANCED ANALYTICS PROFESSIONAL SERVICES MARKET, BY REGION, 2021–2025 (USD MILLION) 119 TABLE 38 ADVANCED ANALYTICS PROFESSIONAL SERVICES MARKET, BY REGION, 2026–2031 (USD MILLION) 119 TABLE 39 ADVANCED ANALYTICS MANAGED SERVICES MARKET, BY REGION, 2021–2025 (USD MILLION) 120 TABLE 40 ADVANCED ANALYTICS MANAGED SERVICES MARKET, BY REGION, 2026–2031 (USD MILLION) 121 TABLE 41 ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 124 TABLE 42 ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 124 TABLE 43 STANDALONE ANALYTICS SOFTWARE MARKET, BY REGION, 2021–2025 (USD MILLION) 125 TABLE 44 STANDALONE ANALYTICS SOFTWARE MARKET, BY REGION, 2026–2031 (USD MILLION) 125 TABLE 45 EMBEDDED & IN-APPLICATION DELIVERY SERVICES MARKET, BY REGION, 2021–2025 (USD MILLION) 126 TABLE 46 EMBEDDED & IN-APPLICATION DELIVERY SERVICES MARKET, BY REGION, 2026–2031 (USD MILLION) 126 TABLE 47 CLOUD-NATIVE & LAKEHOUSE-BASED DELIVERY SERVICES MARKET, BY REGION, 2021–2025 (USD MILLION) 127 TABLE 48 CLOUD-NATIVE & LAKEHOUSE-BASED DELIVERY SERVICES MARKET, BY REGION, 2026–2031 (USD MILLION) 127 TABLE 49 EDGE & DISTRIBUTED ANALYTICS DELIVERY SERVICES MARKET, BY REGION, 2021–2025 (USD MILLION) 128 TABLE 50 EDGE & DISTRIBUTED ANALYTICS DELIVERY SERVICES MARKET, BY REGION, 2026–2031 (USD MILLION) 128 TABLE 51 AGENT-BASED & AUTONOMOUS DELIVERY MODELS MARKET, BY REGION, 2021–2025 (USD MILLION) 129 TABLE 52 AGENT-BASED & AUTONOMOUS DELIVERY MODELS MARKET, BY REGION, 2026–2031 (USD MILLION) 129 TABLE 53 ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 132 TABLE 54 ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 132 TABLE 55 ADVANCED ANALYTICS MARKET IN CUSTOMER & REVENUE INTELLIGENCE, BY REGION, 2021–2025 (USD MILLION) 133 TABLE 56 ADVANCED ANALYTICS MARKET IN CUSTOMER & REVENUE INTELLIGENCE, BY REGION, 2026–2031 (USD MILLION) 133 TABLE 57 ADVANCED ANALYTICS MARKET IN FINANCIAL RISK & PERFORMANCE MANAGEMENT, BY REGION, 2021–2025 (USD MILLION) 135 TABLE 58 ADVANCED ANALYTICS MARKET IN FINANCIAL RISK & PERFORMANCE MANAGEMENT, BY REGION, 2026–2031 (USD MILLION) 135 TABLE 59 ADVANCED ANALYTICS MARKET IN SUPPLY CHAIN & OPERATIONS INTELLIGENCE, BY REGION, 2021–2025 (USD MILLION) 136 TABLE 60 ADVANCED ANALYTICS MARKET IN SUPPLY CHAIN & OPERATIONS INTELLIGENCE, BY REGION, 2026–2031 (USD MILLION) 137 TABLE 61 ADVANCED ANALYTICS MARKET IN PROCESS & QUALITY MANAGEMENT, BY REGION, 2021–2025 (USD MILLION) 138 TABLE 62 ADVANCED ANALYTICS MARKET IN PROCESS & QUALITY MANAGEMENT, BY REGION, 2026–2031 (USD MILLION) 138 TABLE 63 ADVANCED ANALYTICS MARKET IN HUMAN CAPITAL ANALYTICS, BY REGION, 2021–2025 (USD MILLION) 140 TABLE 64 ADVANCED ANALYTICS MARKET IN HUMAN CAPITAL ANALYTICS, BY REGION, 2026–2031 (USD MILLION) 140 TABLE 65 ADVANCED ANALYTICS MARKET IN PRODUCT, DIGITAL, AND IT OPERATIONS ANALYTICS, BY REGION, 2021–2025 (USD MILLION) 142 TABLE 66 ADVANCED ANALYTICS MARKET IN PRODUCT, DIGITAL, AND IT OPERATIONS ANALYTICS, BY REGION, 2026–2031 (USD MILLION) 142 TABLE 67 ADVANCED ANALYTICS MARKET IN INTELLIGENT DECISION AUTOMATION, BY REGION, 2021–2025 (USD MILLION) 144 TABLE 68 ADVANCED ANALYTICS MARKET IN INTELLIGENT DECISION AUTOMATION, BY REGION, 2026–2031 (USD MILLION) 144 TABLE 69 ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 148 TABLE 70 ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 149 TABLE 71 ADVANCED ANALYTICS MARKET IN BFSI, BY REGION, 2021–2025 (USD MILLION) 150 TABLE 72 ADVANCED ANALYTICS MARKET IN BFSI, BY REGION, 2026–2031 (USD MILLION) 150 TABLE 73 ADVANCED ANALYTICS MARKET IN HEALTHCARE & LIFE SCIENCES, BY REGION, 2021–2025 (USD MILLION) 151 TABLE 74 ADVANCED ANALYTICS MARKET IN HEALTHCARE & LIFE SCIENCES, BY REGION, 2026–2031 (USD MILLION) 151 TABLE 75 ADVANCED ANALYTICS MARKET IN RETAIL & E-COMMERCE, BY REGION, 2021–2025 (USD MILLION) 152 TABLE 76 ADVANCED ANALYTICS MARKET IN RETAIL & E-COMMERCE, BY REGION, 2026–2031 (USD MILLION) 152 TABLE 77 ADVANCED ANALYTICS MARKET IN MANUFACTURING, BY REGION, 2021–2025 (USD MILLION) 153 TABLE 78 ADVANCED ANALYTICS MARKET IN MANUFACTURING, BY REGION, 2026–2031 (USD MILLION) 153 TABLE 79 ADVANCED ANALYTICS MARKET IN TELECOMMUNICATIONS, BY REGION, 2021–2025 (USD MILLION) 154 TABLE 80 ADVANCED ANALYTICS MARKET IN TELECOMMUNICATIONS, BY REGION, 2026–2031 (USD MILLION) 154 TABLE 81 ADVANCED ANALYTICS MARKET IN ENERGY & UTILITIES, BY REGION, 2021–2025 (USD MILLION) 155 TABLE 82 ADVANCED ANALYTICS MARKET IN ENERGY & UTILITIES, BY REGION, 2026–2031 (USD MILLION) 155 TABLE 83 ADVANCED ANALYTICS MARKET IN MEDIA & ENTERTAINMENT, BY REGION, 2021–2025 (USD MILLION) 156 TABLE 84 ADVANCED ANALYTICS MARKET IN MEDIA & ENTERTAINMENT, BY REGION, 2026–2031 (USD MILLION) 156 TABLE 85 ADVANCED ANALYTICS MARKET IN GOVERNMENT & PUBLIC SECTOR, BY REGION, 2021–2025 (USD MILLION) 157 TABLE 86 ADVANCED ANALYTICS MARKET IN GOVERNMENT & PUBLIC SECTOR, BY REGION, 2026–2031 (USD MILLION) 157 TABLE 87 ADVANCED ANALYTICS MARKET IN TRANSPORTATION & MOBILITY, BY REGION, 2021–2025 (USD MILLION) 158 TABLE 88 ADVANCED ANALYTICS MARKET IN TRANSPORTATION & MOBILITY, BY REGION, 2026–2031 (USD MILLION) 158 TABLE 89 ADVANCED ANALYTICS MARKET IN TECHNOLOGY & SOFTWARE, BY REGION, 2021–2025 (USD MILLION) 159 TABLE 90 ADVANCED ANALYTICS MARKET IN TECHNOLOGY & SOFTWARE, BY REGION, 2026–2031 (USD MILLION) 159 TABLE 91 ADVANCED ANALYTICS MARKET IN OTHER VERTICALS, BY REGION, 2021–2025 (USD MILLION) 160 TABLE 92 ADVANCED ANALYTICS MARKET IN OTHER VERTICALS, BY REGION, 2026–2031 (USD MILLION) 160 TABLE 93 ADVANCED ANALYTICS MARKET, BY REGION, 2021–2025 (USD MILLION) 163 TABLE 94 ADVANCED ANALYTICS MARKET, BY REGION, 2026–2031 (USD MILLION) 163 TABLE 95 NORTH AMERICA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 165 TABLE 96 NORTH AMERICA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 165 TABLE 97 NORTH AMERICA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 166 TABLE 98 NORTH AMERICA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 166 TABLE 99 NORTH AMERICA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 166 TABLE 100 NORTH AMERICA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 166 TABLE 101 NORTH AMERICA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 167 TABLE 102 NORTH AMERICA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 167 TABLE 103 NORTH AMERICA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 167 TABLE 104 NORTH AMERICA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 168 TABLE 105 NORTH AMERICA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 168 TABLE 106 NORTH AMERICA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 169 TABLE 107 NORTH AMERICA: ADVANCED ANALYTICS MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 169 TABLE 108 NORTH AMERICA: ADVANCED ANALYTICS MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 169 TABLE 109 US: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 170 TABLE 110 US: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 170 TABLE 111 US: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 170 TABLE 112 US: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 171 TABLE 113 US: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 171 TABLE 114 US: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 171 TABLE 115 US: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 171 TABLE 116 US: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 172 TABLE 117 US: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 172 TABLE 118 US: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 172 TABLE 119 US: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 173 TABLE 120 US: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 173 TABLE 121 CANADA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 174 TABLE 122 CANADA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 174 TABLE 123 CANADA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 174 TABLE 124 CANADA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 175 TABLE 125 CANADA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 175 TABLE 126 CANADA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 175 TABLE 127 CANADA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 175 TABLE 128 CANADA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 176 TABLE 129 CANADA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 176 TABLE 130 CANADA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 176 TABLE 131 CANADA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 177 TABLE 132 CANADA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 177 TABLE 133 EUROPE: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 178 TABLE 134 EUROPE: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 179 TABLE 135 EUROPE: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 179 TABLE 136 EUROPE: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 179 TABLE 137 EUROPE: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 179 TABLE 138 EUROPE: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 180 TABLE 139 EUROPE: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 180 TABLE 140 EUROPE: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 180 TABLE 141 EUROPE: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 181 TABLE 142 EUROPE: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 181 TABLE 143 EUROPE: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 182 TABLE 144 EUROPE: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 182 TABLE 145 EUROPE: ADVANCED ANALYTICS MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 183 TABLE 146 EUROPE: ADVANCED ANALYTICS MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 183 TABLE 147 UK: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 184 TABLE 148 UK: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 184 TABLE 149 UK: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 184 TABLE 150 UK: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 184 TABLE 151 UK: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 185 TABLE 152 UK: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 185 TABLE 153 UK: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 185 TABLE 154 UK: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 185 TABLE 155 UK: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 186 TABLE 156 UK: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 186 TABLE 157 UK: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 187 TABLE 158 UK: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 187 TABLE 159 GERMANY: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 188 TABLE 160 GERMANY: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 188 TABLE 161 GERMANY: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 188 TABLE 162 GERMANY: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 189 TABLE 163 GERMANY: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 189 TABLE 164 GERMANY: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 189 TABLE 165 GERMANY: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 189 TABLE 166 GERMANY: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 190 TABLE 167 GERMANY: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 190 TABLE 168 GERMANY: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 191 TABLE 169 GERMANY: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 191 TABLE 170 GERMANY: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 192 TABLE 171 FRANCE: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 192 TABLE 172 FRANCE: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 193 TABLE 173 FRANCE: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 193 TABLE 174 FRANCE: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 193 TABLE 175 FRANCE: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 193 TABLE 176 FRANCE: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 194 TABLE 177 FRANCE: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 194 TABLE 178 FRANCE: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 194 TABLE 179 FRANCE: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 195 TABLE 180 FRANCE: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 195 TABLE 181 FRANCE: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 196 TABLE 182 FRANCE: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 196 TABLE 183 ITALY: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 197 TABLE 184 ITALY: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 197 TABLE 185 ITALY: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 197 TABLE 186 ITALY: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 198 TABLE 187 ITALY: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 198 TABLE 188 ITALY: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 198 TABLE 189 ITALY: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 198 TABLE 190 ITALY: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 199 TABLE 191 ITALY: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 199 TABLE 192 ITALY: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 199 TABLE 193 ITALY: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 200 TABLE 194 ITALY: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 200 TABLE 195 REST OF EUROPE: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 201 TABLE 196 REST OF EUROPE: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 201 TABLE 197 REST OF EUROPE: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 201 TABLE 198 REST OF EUROPE: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 202 TABLE 199 REST OF EUROPE: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 202 TABLE 200 REST OF EUROPE: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 202 TABLE 201 REST OF EUROPE: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 202 TABLE 202 REST OF EUROPE: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 203 TABLE 203 REST OF EUROPE: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 203 TABLE 204 REST OF EUROPE: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 203 TABLE 205 REST OF EUROPE: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 204 TABLE 206 REST OF EUROPE: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 204 TABLE 207 ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 206 TABLE 208 ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 206 TABLE 209 ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 207 TABLE 210 ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 207 TABLE 211 ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 207 TABLE 212 ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 207 TABLE 213 ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 208 TABLE 214 ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 208 TABLE 215 ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 208 TABLE 216 ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 209 TABLE 217 ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 209 TABLE 218 ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 210 TABLE 219 ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 210 TABLE 220 ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 210 TABLE 221 CHINA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 211 TABLE 222 CHINA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 211 TABLE 223 CHINA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 211 TABLE 224 CHINA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 212 TABLE 225 CHINA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 212 TABLE 226 CHINA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 212 TABLE 227 CHINA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 212 TABLE 228 CHINA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 213 TABLE 229 CHINA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 213 TABLE 230 CHINA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 213 TABLE 231 CHINA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 214 TABLE 232 CHINA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 214 TABLE 233 INDIA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 215 TABLE 234 INDIA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 215 TABLE 235 INDIA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 215 TABLE 236 INDIA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 216 TABLE 237 INDIA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 216 TABLE 238 INDIA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 216 TABLE 239 INDIA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 216 TABLE 240 INDIA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 217 TABLE 241 INDIA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 217 TABLE 242 INDIA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 217 TABLE 243 INDIA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 218 TABLE 244 INDIA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 218 TABLE 245 JAPAN: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 219 TABLE 246 JAPAN: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 219 TABLE 247 JAPAN: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 219 TABLE 248 JAPAN: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 220 TABLE 249 JAPAN: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 220 TABLE 250 JAPAN: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 220 TABLE 251 JAPAN: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 220 TABLE 252 JAPAN: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 221 TABLE 253 JAPAN: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 221 TABLE 254 JAPAN: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 221 TABLE 255 JAPAN: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 222 TABLE 256 JAPAN: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 222 TABLE 257 ASEAN: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 223 TABLE 258 ASEAN: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 223 TABLE 259 ASEAN: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 223 TABLE 260 ASEAN: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 224 TABLE 261 ASEAN: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 224 TABLE 262 ASEAN: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 224 TABLE 263 ASEAN: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 224 TABLE 264 ASEAN: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 225 TABLE 265 ASEAN: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 225 TABLE 266 ASEAN: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 225 TABLE 267 ASEAN: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 226 TABLE 268 ASEAN: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 226 TABLE 269 REST OF ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 227 TABLE 270 REST OF ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 227 TABLE 271 REST OF ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 227 TABLE 272 REST OF ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 228 TABLE 273 REST OF ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 228 TABLE 274 REST OF ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 228 TABLE 275 REST OF ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 228 TABLE 276 REST OF ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 229 TABLE 277 REST OF ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 229 TABLE 278 REST OF ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 229 TABLE 279 REST OF ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 230 TABLE 280 REST OF ASIA PACIFIC: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 230 TABLE 281 MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 231 TABLE 282 MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 232 TABLE 283 MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 232 TABLE 284 MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 232 TABLE 285 MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 232 TABLE 286 MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 233 TABLE 287 MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 233 TABLE 288 MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 233 TABLE 289 MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 234 TABLE 290 MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 234 TABLE 291 MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 235 TABLE 292 MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 235 TABLE 293 MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 236 TABLE 294 MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 236 TABLE 295 SAUDI ARABIA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 237 TABLE 296 SAUDI ARABIA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 237 TABLE 297 SAUDI ARABIA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 237 TABLE 298 SAUDI ARABIA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 237 TABLE 299 SAUDI ARABIA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 238 TABLE 300 SAUDI ARABIA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 238 TABLE 301 SAUDI ARABIA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 238 TABLE 302 SAUDI ARABIA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 238 TABLE 303 SAUDI ARABIA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 239 TABLE 304 SAUDI ARABIA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 239 TABLE 305 SAUDI ARABIA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 240 TABLE 306 SAUDI ARABIA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 240 TABLE 307 UAE: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 241 TABLE 308 UAE: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 241 TABLE 309 UAE: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 241 TABLE 310 UAE: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 242 TABLE 311 UAE: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 242 TABLE 312 UAE: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 242 TABLE 313 UAE: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 242 TABLE 314 UAE: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 243 TABLE 315 UAE: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 243 TABLE 316 UAE: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 243 TABLE 317 UAE: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 244 TABLE 318 UAE: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 244 TABLE 319 TURKEY: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 245 TABLE 320 TURKEY: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 245 TABLE 321 TURKEY: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 245 TABLE 322 TURKEY: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 246 TABLE 323 TURKEY: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 246 TABLE 324 TURKEY: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 246 TABLE 325 TURKEY: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 246 TABLE 326 TURKEY: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 247 TABLE 327 TURKEY: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 247 TABLE 328 TURKEY: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 247 TABLE 329 TURKEY: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 248 TABLE 330 TURKEY: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 248 TABLE 331 SOUTH AFRICA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 249 TABLE 332 SOUTH AFRICA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 249 TABLE 333 SOUTH AFRICA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 249 TABLE 334 SOUTH AFRICA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 250 TABLE 335 SOUTH AFRICA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 250 TABLE 336 SOUTH AFRICA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 250 TABLE 337 SOUTH AFRICA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 250 TABLE 338 SOUTH AFRICA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 251 TABLE 339 SOUTH AFRICA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 251 TABLE 340 SOUTH AFRICA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 251 TABLE 341 SOUTH AFRICA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 252 TABLE 342 SOUTH AFRICA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 252 TABLE 343 REST OF MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 253 TABLE 344 REST OF MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 253 TABLE 345 REST OF MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 254 TABLE 346 REST OF MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 254 TABLE 347 REST OF MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 254 TABLE 348 REST OF MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 254 TABLE 349 REST OF MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 255 TABLE 350 REST OF MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 255 TABLE 351 REST OF MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 255 TABLE 352 REST OF MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 256 TABLE 353 REST OF MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 256 TABLE 354 REST OF MIDDLE EAST & AFRICA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 257 TABLE 355 LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 258 TABLE 356 LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 258 TABLE 357 LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 258 TABLE 358 LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 259 TABLE 359 LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 259 TABLE 360 LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 259 TABLE 361 LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 259 TABLE 362 LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 260 TABLE 363 LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 260 TABLE 364 LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 260 TABLE 365 LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 261 TABLE 366 LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 261 TABLE 367 LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 262 TABLE 368 LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 262 TABLE 369 BRAZIL: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 263 TABLE 370 BRAZIL: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 263 TABLE 371 BRAZIL: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 263 TABLE 372 BRAZIL: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 263 TABLE 373 BRAZIL: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 264 TABLE 374 BRAZIL: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 264 TABLE 375 BRAZIL: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 264 TABLE 376 BRAZIL: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 264 TABLE 377 BRAZIL: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 265 TABLE 378 BRAZIL: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 265 TABLE 379 BRAZIL: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 266 TABLE 380 BRAZIL: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 266 TABLE 381 MEXICO: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 267 TABLE 382 MEXICO: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 267 TABLE 383 MEXICO: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 267 TABLE 384 MEXICO: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 268 TABLE 385 MEXICO: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 268 TABLE 386 MEXICO: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 268 TABLE 387 MEXICO: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 268 TABLE 388 MEXICO: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 269 TABLE 389 MEXICO: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 269 TABLE 390 MEXICO: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 269 TABLE 391 MEXICO: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 270 TABLE 392 MEXICO: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 270 TABLE 393 REST OF LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 271 TABLE 394 REST OF LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 271 TABLE 395 REST OF LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2021–2025 (USD MILLION) 271 TABLE 396 REST OF LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY SOLUTION, 2026–2031 (USD MILLION) 272 TABLE 397 REST OF LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 272 TABLE 398 REST OF LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 272 TABLE 399 REST OF LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2021–2025 (USD MILLION) 272 TABLE 400 REST OF LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY DELIVERY MODE, 2026–2031 (USD MILLION) 273 TABLE 401 REST OF LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 273 TABLE 402 REST OF LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 273 TABLE 403 REST OF LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 274 TABLE 404 REST OF LATIN AMERICA: ADVANCED ANALYTICS MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 274 TABLE 405 OVERVIEW OF STRATEGIES ADOPTED BY KEY ADVANCED ANALYTICS VENDORS, 2021–2025 275 TABLE 406 ADVANCED ANALYTICS MARKET: DEGREE OF COMPETITION 279 TABLE 407 ADVANCED ANALYTICS MARKET: REGIONAL FOOTPRINT (20 PLAYERS), 2025 286 TABLE 408 ADVANCED ANALYTICS MARKET: OFFERING FOOTPRINT (20 PLAYERS), 2025 287 TABLE 409 ADVANCED ANALYTICS MARKET: DELIVERY MODE FOOTPRINT (20 PLAYERS), 2025 288 TABLE 410 ADVANCED ANALYTICS MARKET: APPLICATION FOOTPRINT (20 PLAYERS), 2025 289 TABLE 411 ADVANCED ANALYTICS MARKET: VERTICAL FOOTPRINT (20 PLAYERS), 2025 290 TABLE 412 ADVANCED ANALYTICS MARKET: REGIONAL FOOTPRINT (24 PLAYERS), 2025 294 TABLE 413 ADVANCED ANALYTICS MARKET: OFFERING FOOTPRINT (24 PLAYERS), 2025 295 TABLE 414 ADVANCED ANALYTICS MARKET: DELIVERY MODE FOOTPRINT (24 PLAYERS), 2025 296 TABLE 415 ADVANCED ANALYTICS MARKET: APPLICATION FOOTPRINT (24 PLAYERS), 2025 297 TABLE 416 ADVANCED ANALYTICS MARKET: VERTICAL FOOTPRINT (24 PLAYERS), 2025 298 TABLE 417 ADVANCED ANALYTICS MARKET: REGIONAL FOOTPRINT (7 PLAYERS), 2025 301 TABLE 418 ADVANCED ANALYTICS MARKET: OFFERING FOOTPRINT (7 PLAYERS), 2025 302 TABLE 419 ADVANCED ANALYTICS MARKET: DELIVERY MODE FOOTPRINT (7 PLAYERS), 2025 302 TABLE 420 ADVANCED ANALYTICS MARKET: APPLICATION FOOTPRINT (7 PLAYERS), 2025 303 TABLE 421 ADVANCED ANALYTICS MARKET: VERTICAL FOOTPRINT (7 PLAYERS), 2025 303 TABLE 422 ADVANCED ANALYTICS MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2022–JANUARY 2026 305 TABLE 423 ADVANCED ANALYTICS MARKET: DEALS, JANUARY 2022–JANUARY 2026 306 TABLE 424 IBM: COMPANY OVERVIEW 307 TABLE 425 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 308 TABLE 426 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 309 TABLE 427 IBM: DEALS 310 TABLE 428 GOOGLE: COMPANY OVERVIEW 312 TABLE 429 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 313 TABLE 430 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 314 TABLE 431 GOOGLE: DEALS 315 TABLE 432 MICROSOFT: COMPANY OVERVIEW 317 TABLE 433 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 318 TABLE 434 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 319 TABLE 435 MICROSOFT: DEALS 319 TABLE 436 MOODY’S ANALYTICS: COMPANY OVERVIEW 320 TABLE 437 MOODY’S ANALYTICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 321 TABLE 438 MOODY’S ANALYTICS: PRODUCT LAUNCHES AND ENHANCEMENTS 322 TABLE 439 MOODY’S ANALYTICS: DEALS 322 TABLE 440 SALESFORCE: COMPANY OVERVIEW 324 TABLE 441 SALESFORCE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 325 TABLE 442 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS 326 TABLE 443 SALESFORCE: DEALS 326 TABLE 444 PEGASYSTEMS: COMPANY OVERVIEW 327 TABLE 445 PEGASYSTEMS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 328 TABLE 446 PEGASYSTEMS: PRODUCT LAUNCHES AND ENHANCEMENTS 329 TABLE 447 PEGASYSTEMS: DEALS 329 TABLE 448 SNOWFLAKE: COMPANY OVERVIEW 330 TABLE 449 SNOWFLAKE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 331 TABLE 450 SNOWFLAKE: PRODUCT LAUNCHES AND ENHANCEMENTS 332 TABLE 451 SNOWFLAKE: DEALS 332 TABLE 452 ORACLE: COMPANY OVERVIEW 333 TABLE 453 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 334 TABLE 454 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS 335 TABLE 455 ORACLE: DEALS 335 TABLE 456 SAVANT LABS: COMPANY OVERVIEW 365 TABLE 457 SAVANT LABS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 365 TABLE 458 SAVANT LABS: PRODUCT LAUNCHES AND ENHANCEMENTS 366 TABLE 459 SAVANT LABS: DEALS 367 TABLE 460 PROMINENT CASE STUDIES 368 TABLE 461 PALANTIR: COMPANY OVERVIEW 370 TABLE 462 PALANTIR: PRODUCTS/SOLUTIONS/SERVICES OFFERED 371 TABLE 463 PALANTIR: PRODUCT LAUNCHES AND ENHANCEMENTS 372 TABLE 464 PALANTIR: DEALS 372 TABLE 465 C3.AI: COMPANY OVERVIEW 375 TABLE 466 C3.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 376 TABLE 467 C3.AI: PRODUCT LAUNCHES AND ENHANCEMENTS 377 TABLE 468 C3.AI: DEALS 377 TABLE 469 C3.AI: OTHER DEVELOPMENTS 378 TABLE 470 PRIMARY INTERVIEWS 388 TABLE 471 FACTOR ANALYSIS 395 FIGURE 1 ADVANCED ANALYTICS MARKET SEGMENTATION 41 FIGURE 2 STUDY YEARS CONSIDERED 42 FIGURE 3 MARKET SCENARIO 47 FIGURE 4 GLOBAL ADVANCED ANALYTICS MARKET, 2021 - 2031 47 FIGURE 5 MAJOR STRATEGIES ADOPTED BY KEY PLAYERS IN ADVANCED ANALYTICS MARKET, 2021–2026 48 FIGURE 6 DISRUPTIONS INFLUENCING GROWTH OF ADVANCED ANALYTICS MARKET 49 FIGURE 7 HIGH-GROWTH SEGMENTS IN ADVANCED ANALYTICS MARKET, 2026–2031 50 FIGURE 8 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN ADVANCED ANALYTICS MARKET, IN TERMS OF VALUE, DURING FORECAST PERIOD 51 FIGURE 9 RAPID SCALE-UP OF AGENTIC & AUTONOMOUS ANALYTICS, AND SMART DECISION AUTOMATION APPLICATIONS ACROSS ASIA PACIFIC TO POSITION IT AS KEY GROWTH HUB FOR ADVANCED ANALYTICS 53 FIGURE 10 ASIA PACIFIC TO DEPICT HIGHEST CAGR IN ADVANCED ANALYTICS MARKET DURING FORECAST PERIOD 54 FIGURE 11 AGENTIC & AUTONOMOUS ANALYTICS SOLUTION SEGMENT TO ACCOUNT FOR HIGHEST GROWTH RATE DURING FORECAST PERIOD 54 FIGURE 12 CLOUD-NATIVE & LAKEHOUSE-BASED DELIVERY MODE AND CUSTOMER & REVENUE INTELLIGENCE APPLICATION TO BE LARGEST SEGMENTS IN NORTH AMERICAN ADVANCED ANALYTICS MARKET IN 2026 55 FIGURE 13 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2026 55 FIGURE 14 ADVANCED ANALYTICS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 57 FIGURE 15 ADVANCED ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS 66 FIGURE 16 ADVANCED ANALYTICS MARKET: ECOSYSTEM ANALYSIS 73 FIGURE 17 ADVANCED ANALYTICS MARKET: SUPPLY CHAIN ANALYSIS 75 FIGURE 18 LEADING ADVANCED ANALYTICS STARTUPS, BY FUNDING VALUE (MILLION) AND FUNDING ROUND, UNTIL 2026 79 FIGURE 19 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 82 FIGURE 20 NUMBER OF PATENTS GRANTED, 2017–2026 86 FIGURE 21 REGIONAL ANALYSIS OF PATENTS GRANTED, 2017–2026 88 FIGURE 22 ADVANCED ANALYTICS MARKET DECISION-MAKING FACTORS 101 FIGURE 23 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 101 FIGURE 24 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 102 FIGURE 25 ADOPTION BARRIERS & INTERNAL CHALLENGES: ADVANCED ANALYTICS MARKET 104 FIGURE 26 SERVICES TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 108 FIGURE 27 AMONG SOLUTIONS, AGENTIC & AUTONOMOUS ANALYTICS TO ACCOUNT FOR FASTEST GROWTH RATE 110 FIGURE 28 AMONG SERVICES, MANAGED SERVICES TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 118 FIGURE 29 AGENT-BASED & AUTONOMOUS DELIVERY MODELS TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 124 FIGURE 30 INTELLIGENT DECISION AUTOMATION TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 131 FIGURE 31 ENERGY & UTILITIES TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 148 FIGURE 32 ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 162 FIGURE 33 INDIA TO REGISTER HIGHEST GROWTH RATE IN ADVANCED ANALYTICS MARKET DURING FORECAST PERIOD 163 FIGURE 34 NORTH AMERICA: ADVANCED ANALYTICS MARKET SNAPSHOT 165 FIGURE 35 ASIA PACIFIC: ADVANCED ANALYTICS MARKET SNAPSHOT 206 FIGURE 36 TOP FIVE PUBLIC PLAYERS DOMINATING MARKET OVER FIVE YEARS (USD MILLION) 277 FIGURE 37 SHARE OF LEADING COMPANIES IN ADVANCED ANALYTICS MARKET, 2025 278 FIGURE 38 BRAND COMPARATIVE ANALYSIS (1/2) 280 FIGURE 39 BRAND COMPARATIVE ANALYSIS FOR AGENTIC & AUTONOMOUS ANALYTICS (2/2) 282 FIGURE 40 ADVANCED ANALYTICS MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS: TIER 1), 2025 284 FIGURE 41 ADVANCED ANALYTICS MARKET: COMPANY FOOTPRINT (20 PLAYERS), 2025 285 FIGURE 42 ADVANCED ANALYTICS MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS: TIER 2 & 3), 2025 292 FIGURE 43 ADVANCED ANALYTICS MARKET: COMPANY FOOTPRINT (24 PLAYERS), 2025 293 FIGURE 44 ADVANCED ANALYTICS MARKET: KEY PLAYERS (AGENTIC & AUTONOMOUS ANALYTICS), 2025 300 FIGURE 45 ADVANCED ANALYTICS MARKET: COMPANY FOOTPRINT (7 PLAYERS), 2025 301 FIGURE 46 FINANCIAL METRICS OF KEY VENDORS, 2026 304 FIGURE 47 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS, 2026 304 FIGURE 48 IBM: COMPANY SNAPSHOT 308 FIGURE 49 GOOGLE: COMPANY SNAPSHOT 313 FIGURE 50 MICROSOFT: COMPANY SNAPSHOT 318 FIGURE 51 MOODY’S ANALYTICS: COMPANY SNAPSHOT 321 FIGURE 52 SALESFORCE: COMPANY SNAPSHOT 325 FIGURE 53 PEGASYSTEMS: COMPANY SNAPSHOT 328 FIGURE 54 SNOWFLAKE: COMPANY SNAPSHOT 331 FIGURE 55 ORACLE: COMPANY SNAPSHOT 334 FIGURE 56 PALANTIR: COMPANY SNAPSHOT 371 FIGURE 57 C3.AI: COMPANY SNAPSHOT 376 FIGURE 58 ADVANCED ANALYTICS MARKET: RESEARCH DESIGN 387 FIGURE 59 BREAKDOWN OF PRIMARY PROFILES, BY COMPANY TYPE, DESIGNATION, AND REGION 389 FIGURE 60 KEY INSIGHTS FROM INDUSTRY EXPERTS 389 FIGURE 61 DATA TRIANGULATION 390 FIGURE 62 ADVANCED ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 391 FIGURE 63 APPROACH 1, BOTTOM-UP (SUPPLY-SIDE): REVENUE FROM SOLUTIONS & SERVICES OF ADVANCED ANALYTICS MARKET 392 FIGURE 64 APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS & SERVICES OF ADVANCED ANALYTICS MARKET 392 FIGURE 65 APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS & SERVICES OF ADVANCED ANALYTICS MARKET 393 FIGURE 66 APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF ADVANCED ANALYTICS THROUGH OVERALL DATA MANAGEMENT & ANALYTICS SPENDING 394

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