高度分析市場規模、シェア、動向、2031年までの世界予測

高度分析市場は、2026年の971.7億米ドルから2031年には1,932.3億米ドルに拡大し、予測期間中に年平均成長率（CAGR）14.7%で成長すると予測されています。主な成長促進要因としては、企業データ量の増加、AIおよびクラウドプラットフォームの導入拡大、そして業界全体におけるより迅速で正確なビジネス意思決定への需要などが挙げられます。企業は、効率性の向上、コスト削減、リスク管理を目的として、コア業務に分析機能を組み込んでいます。しかしながら、市場の成長は、データ品質の課題、レガシーシステム間の統合の複雑さ、熟練した分析専門家の不足といった制約に直面しています。また、データプライバシー、モデルの説明可能性、規制遵守に関する懸念も、特定の規制産業における導入を遅らせており、ベンダーはガバナンスとセキュリティ機能への投資を必要としています。

調査対象範囲

本調査レポートは、高度な分析市場を網羅し、提供内容、デリバリーモード、アプリケーション、および業種別に分類しています。提供内容セグメントは、ソリューションとサービスで構成されています。ソリューションセグメントには、ルールベースおよび統計分析、機械学習駆動型分析、拡張・意思決定中心型分析、エージェントベースおよび自律型分析が含まれます。デリバリーモードセグメントには、スタンドアロン分析ソフトウェア、組み込み型およびアプリケーション内デリバリー、クラウドネイティブおよびレイクハウスベースのデリバリー、エッジおよび分散型分析デリバリー、エージェントベースおよび自律型デリバリーモデルが含まれます。アプリケーションセグメントには、顧客・収益インテリジェンス、財務リスク・パフォーマンス管理、サプライチェーン・オペレーションズインテリジェンス、プロセス・品質管理、人材分析、製品・デジタル・ITオペレーションズ分析、インテリジェント意思決定自動化が含まれます。業種別セグメントには、BFSI（銀行・金融サービス・インフラ）、ヘルスケア・ライフサイエンス、小売・Eコマース、製造、通信、エネルギー・公益事業、メディア・エンターテインメント、政府・公共部門、運輸・モビリティ、テクノロジー・ソフトウェア、その他の業種が含まれます。高度な分析市場の地域分析は、北米、ヨーロッパ、アジア太平洋、中東およびアフリカ (MEA)、ラテンアメリカをカバーしています。

レポート購入の主なメリット

本レポートは、この市場のリーダー企業および新規参入企業に対し、高度分析市場全体とそのサブセグメントの収益数値の近似値に関する情報を提供します。これにより、関係者は競争環境を理解し、ビジネスポジショニングの改善と適切な市場開拓戦略の策定に役立つ洞察を得ることができます。また、市場の動向を把握し、主要な市場牽引要因、制約要因、課題、そして機会に関する情報も提供します。

本レポートでは、以下の点について洞察を提供しています。

主要な推進要因（アナリティクス収益はAIワークロードに直接結びついている、アナリティクスはコアエンタープライズソフトウェアに組み込まれている、コンサルティングおよびサービス収益はアナリティクス需要が実行主導型であることを裏付けている）、制約要因（データエンジニアリング費用、データガバナンス、セキュリティ、コンプライアンスのオーバーヘッドがなければ、高度なアナリティクスは機能しない）、機会（記述型から規範型への移行と意思決定の自動化、業種別アナリティクスの収益化、消費ベースの価格設定によりアナリティクス支出と価値が整合）、課題（エンタープライズ規模でのアナリティクスROIの算出が困難、アナリティクススタックの断片化）の分析

• 製品開発／イノベーション：高度分析市場における今後の技術、研究開発活動、新製品・新サービスの発売に関する詳細な洞察
• 市場開発：収益性の高い市場に関する包括的な情報。本レポートでは、様々な地域における高度分析市場を分析しています
• 市場の多様化：高度分析市場における新製品・新サービス、未開拓地域、最近の動向、投資に関する包括的な情報
• 競合評価：IBM（米国）、Microsoft（米国）、Google（米国）、Palantir（米国）、Oracle（米国）、SAS Institute（米国）、SAP（ドイツ）、Adobe（米国）、Zoho（インド）、Sisense（米国）、Workday（米国）、Infor（米国）、Epic Systems（米国）、Savant Labs（米国）、AWS（米国）、Mu Sigma（米国）、Splunk（米国）、Strategy（米国）、Teradata（米国）、Qlik（米国）、Pegasystems（米国）、Fractal Analytics（米国）、Salesforce（米国）、NICE（イスラエル）、FICO（米国）、Altair（米国）、Celonis（ドイツ）、TIBCO（米国）、Alteryx（米国）、Anaplan（米国）、Databricks（米国）、Moody’s Analytics（米国）、Dataiku（米国）、C3 AI（米国）、Domo（米国）、Snowflake（米国）、ThoughtSpot（米国）などの主要企業の市場シェア、成長戦略、サービス提供に関する詳細な評価。 GoodData（米国）、DataRobot（米国）、Yellowfin（オーストラリア）、ServiceNow（米国）、H2O.ai（米国）、Domino Data Lab（米国）、KNIME（スイス）、Accenture（アイルランド）、Deloitte（英国）、Capgemini（フランス）、Cognizant（米国）など、アドバンスド・アナリティクス市場における主要ベンダーを網羅しています。本レポートは、市場動向を把握し、主要な市場牽引要因、制約要因、課題、そして機会に関する情報を提供することで、ステークホルダーの皆様にも役立つ情報を提供しています。

Report Description

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.

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

LIST OF TABLES

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

LIST OF FIGURES

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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