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Energy and Utilities Analytics Market by Application (Outage Prediction, Predictive Maintenance, Carbon Accounting, Grid Reliability, Sustainability Analytics), End User (Power, Water & Waste Utilities, Renewable Energy Operators) - Global Forecast to 2031

出版商 MarketsandMarkets產業別 ICT & Media出版日期 2026-06-09頁數 431報告編號 TC1448

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報告摘要

The global energy and utilities analytics market is expanding rapidly, with a projected market size rising from about USD 6.10 billion in 2026 to USD 10.10 billion by 2031, for a CAGR of 10.6%. The market is experiencing significant growth due to several driving factors. Key among these is the expansion of grid modernization investments, which enhance analytics deployment and improve operational efficiency. Additionally, the rising penetration of renewable energy sources necessitates advanced forecasting solutions to manage variability and ensure reliability. The widespread rollout of smart meters is also transforming utility operations, enabling a transition to data-driven decision-making and optimizing resource management. These advancements align with the industry's shift toward sustainability and modernization, significantly enhancing the capabilities of utilities. Despite this, the market faces notable restraints and challenges. Legacy infrastructure poses a significant barrier, limiting the integration of advanced analytics and preventing utilities from fully capitalizing on technological innovations. Cybersecurity and data privacy concerns further complicate deployment efforts, resulting in increased costs and operational risks. Opportunities exist, particularly in the form of AI-driven predictive maintenance, which can create new revenue streams and improve service reliability. The growing demand for load analytics, driven by the rising adoption of electric vehicles and the shift toward decentralized energy systems that promote edge analytics, also presents significant avenues for growth. However, demonstrating return on investment for large-scale deployments remains a challenge, alongside the complexities introduced by the need for real-time data processing. “By vertical, retail & ecommerce is set to witness the fastest growth rate during the forecast period.” “Among offerings, services are projected to account for the highest growth.” Services are projected to grow rapidly as utilities increasingly require consulting, system integration, managed services, and analytics implementation support for digital transformation initiatives. The energy and utilities analytics market offers essential professional and operational support services that empower organizations to successfully implement, integrate, manage, and maintain robust analytics solutions. These services are crucial for utilities throughout the entire analytics lifecycle, including consulting, deployment, customization, system integration, technical support, and ongoing management. As the complexity of energy infrastructures, smart grid initiatives, and distributed energy resources increases, utilities are turning to expert service providers to effectively manage vast quantities of operational data. Common offerings such as predictive maintenance support, asset performance analytics, outage management optimization, customer analytics, and regulatory reporting assistance are vital for driving progress. The surge in cloud computing, artificial intelligence, and IoT technology adoption intensifies the need for integration, cybersecurity, and technical support services. As utilities embark on their digital transformation journeys, leveraging analytics services is not just beneficial; it is imperative for enhancing operational efficiency, reducing downtime, and ensuring reliable energy operations. “By deployment mode, cloud-based is projected to experience the highest growth during the forecast period.” The cloud deployment segment is anticipated to experience significant growth within the energy and utilities analytics market, attributed to the rising demand for scalable, real-time, and cost-efficient analytics solutions throughout utility operations. The implementation of cloud deployment in this context entails the provision of analytics platforms, applications, and data processing capabilities via cloud-based infrastructure models, including Software-as-a-Service (SaaS) and Platform-as-a-Service (PaaS). This model enables utility companies to access analytics solutions remotely, thereby alleviating the necessity for extensive on-premises infrastructure management. Cloud deployment offers several advantages, such as enhanced scalability, centralized data access, remote system monitoring, and expedited application implementation across utility operations. As organizations increasingly adopt cloud-based analytics environments, they are better equipped to manage smart grid operations, demand forecasting, outage monitoring, renewable energy integration, and customer analytics initiatives. The SaaS model grants utilities subscription-based access to essential analytics applications, while the PaaS environment facilitates the development, integration, and customization of analytics solutions. Furthermore, cloud deployment allows entities to efficiently handle the substantial volumes of operational data generated by interconnected infrastructure and Internet of Things (IoT)-enabled devices. Additionally, these cloud environments support the integration of artificial intelligence, advanced forecasting capabilities, and automated reporting functions across utility operations. The ongoing digital transformation, coupled with reduced infrastructure management costs and an increasing demand for operational scalability, continues to propel the adoption of cloud-based analytics deployment models within the energy sector, presenting a compelling opportunity for advancement.   “Asia Pacific is set to register the highest CAGR in the energy and utilities analytics market, in terms of value, during the forecast period.” The Asia Pacific region is projected to be the fastest-growing market for energy and utilities analytics, driven by capacity additions and government mandates for energy security and decarbonization. China and India lead in demand, with substantial investments in AI-driven analytics for power management. Mature markets like Japan, Australia, and South Korea utilize analytics for energy diversification and net-zero goals. In Southeast Asia, countries like Indonesia and Vietnam are rapidly adopting analytics for outage management and network planning. Diverse regulatory environments create both challenges and opportunities for analytics vendors. Cloud-native deployments are increasing in newer digital markets, while larger utilities in China and India favor on-premise solutions, guided by government initiatives promoting AI and machine learning in the power sector. 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 energy and utilities analytics market.  By Company: Tier 1 - 34%, Tier 2 - 43%, and Tier 3 - 23%  By Designation: Directors - 30%, C-level - 50%, and others - 20%  By Region: North America - 25%, Europe - 30%, Asia Pacific - 30%, Middle East & Africa - 10%, and Latin America - 5% The report includes a study of key players in the energy and utilities analytics market. It profiles major vendors in the energy and utilities analytics market. The major market players include IBM (US), SAP (Germany), SAS (US), Oracle (US), Microsoft (US), Amazon Web Services (US), Google (US), Teradata (US), Snowflake (US), Siemens (Germany), Schneider Electric (France), ABB (Switzerland), GE Digital (US), Hitachi Energy (Switzerland), AVEVA (UK), Bentley Systems (US), Itron (US), Landis+Gyr (Switzerland), Salesforce (US), TIBCO (US), Infor (US), Autodesk (US), Uplight (US), EnergyCAP (US), KUBRA (US), EnergyHub (US), Enel X (Italy), Next Kraftwerke (Germany), Voltus (US), FIS (US), ION Group (UK), KX (US), Amphora (UK), Sphera (US), Enablon (France), Persefoni (US), C3.ai (US), Palantir (US), and Databricks (US). Research Coverage The energy and utilities analytics market is segmented by various factors to provide a comprehensive overview of its offerings, deployment modes, applications, organization types, and end users. The offerings are mainly divided into platforms and services, where the services covered are managed services and professional services (consulting & advisory, system integration & deployment, custom analytics & model development, and support & maintenance). In terms of deployment mode, the market is categorized into cloud, on-premises, hybrid, and edge solutions. Applications within the market span across grid & network analytics, asset & operations analytics, customer & commercial analytics, energy production & DER analytics, energy trading & market analytics, sustainability & ESG analytics, as well as other applications. The market is also segmented by organization type into large integrated utilities, mid-size/regional utilities, independent power producers, energy retailers/aggregators, and commercial & industrial energy users. Finally, the end users of energy and utilities analytics are categorized into power utilities, oil & gas, renewable energy operators, and water & waste utilities. The regions covered are North America, Europe, Asia Pacific, the Middle East & Africa, and Latin America. The report’s scope covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the energy and utilities analytics market. A detailed analysis of the key industry players was done to provide insights into their business overview, solutions, and services; key strategies; contracts, partnerships, agreements, new product & service launches, and mergers and acquisitions; and recent developments associated with the energy and utilities analytics market. This report also covers the competitive analysis of upcoming startups in the energy and utilities analytics market ecosystem. Reason to buy this Report The report would provide market leaders and new entrants with information on the closest approximations of the revenue numbers for the overall energy and utilities analytics market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights to better position their businesses and plan suitable go-to-market strategies. It also helps stakeholders understand the market’s pulse 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 (grid modernization investments are expanding analytics deployment, rising renewable energy penetration is increasing forecasting requirements, smart meter rollouts accelerating data-driven utility operations), restraints (Legacy infrastructure limits analytics integration, cybersecurity and data privacy requirements increase deployment costs), opportunities (AI-driven predictive maintenance is creating new value streams, electric vehicle growth is expanding demand for load analytics, decentralized energy systems are driving edge analytics adoption), and challenges (demonstrating ROI across large-scale deployments remains difficult, real-time processing requirements increase infrastructure complexity) • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the energy and utilities analytics market • Market Development: Comprehensive information about lucrative markets – the report analyses the energy and utilities analytics market across varied regions • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the energy and utilities analytics market • Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players such as IBM (US), SAP (Germany), SAS (US), Oracle (US), Microsoft (US), Amazon Web Services (US), Google (US), Teradata (US), Snowflake (US), Siemens (Germany), Schneider Electric (France), ABB (Switzerland), GE Digital (US), Hitachi Energy (Switzerland), AVEVA (UK), Bentley Systems (US), Itron (US), Landis+Gyr (Switzerland), Salesforce (US), TIBCO (US), Infor (US), Autodesk (US), Uplight (US), EnergyCAP (US), KUBRA (US), EnergyHub (US), Enel X (Italy), Next Kraftwerke (Germany), Voltus (US), FIS (US), ION Group (UK), KX (US), Amphora (UK), Sphera (US), Enablon (France), Persefoni (US), C3.ai (US), Palantir (US), and Databricks (US). The report also helps stakeholders understand the energy and utilities analytics market’s pulse and provides information on key market drivers, restraints, challenges, and opportunities
目錄 Table of Contents
1 INTRODUCTION 38 1.1 STUDY OBJECTIVES 38 1.2 MARKET DEFINITION 38 1.2.1 INCLUSIONS AND EXCLUSIONS 39 1.3 MARKET SCOPE 40 1.3.1 MARKET SEGMENTATION 40 1.3.2 YEARS CONSIDERED 41 1.4 CURRENCY CONSIDERED 41 1.5 STAKEHOLDERS 42 1.6 SUMMARY OF CHANGES 42 2 EXECUTIVE SUMMARY 44 2.1 MARKET HIGHLIGHTS AND KEY INSIGHTS 44 2.2 KEY MARKET PARTICIPANTS: MAPPING OF STRATEGIC DEVELOPMENTS 47 2.3 DISRUPTIVE TRENDS IN ENERGY AND UTILITIES ANALYTICS MARKET 48 2.4 HIGH GROWTH SEGMENTS 49 2.5 REGIONAL SNAPSHOT: MARKET SIZE, GROWTH RATE, AND FORECAST 50 3 PREMIUM INSIGHTS 52 3.1 ATTRACTIVE OPPORTUNITIES IN ENERGY AND UTILITIES ANALYTICS MARKET 52 3.2 ENERGY AND UTILITIES ANALYTICS MARKET: TOP THREE APPLICATIONS 53 3.3 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING AND END USER 53 3.4 ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION 54 3.5 ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION 54 4 MARKET OVERVIEW 55 4.1 INTRODUCTION 55 4.2 MARKET DYNAMICS 55 4.2.1 DRIVERS 56 4.2.1.1 Grid modernization investments expanding analytics deployment 56 4.2.1.2 Rising renewable energy penetration is increasing forecasting requirements 56 4.2.1.3 Smart meter rollouts accelerating data-driven utility operations 56 4.2.2 RESTRAINTS 57 4.2.2.1 Legacy infrastructure limits analytics integration 57 4.2.2.2 Cybersecurity and data privacy requirements increase deployment costs 57   4.2.3 OPPORTUNITIES 58 4.2.3.1 AI-driven predictive maintenance is creating new value streams 58 4.2.3.2 Electric vehicle growth is expanding demand for load analytics 58 4.2.3.3 Decentralized energy systems are driving edge analytics adoption 58 4.2.4 CHALLENGES 59 4.2.4.1 Demonstrating ROI across large-scale deployments remains difficult 59 4.2.4.2 Real-time processing requirements increase infrastructure complexity 59 4.3 UNMET NEEDS AND WHITE SPACES 60 4.3.1 UNMET NEEDS IN ENERGY AND UTILITIES ANALYTICS MARKET 60 4.3.2 WHITE SPACE OPPORTUNITIES 60 4.4 INTERCONNECTED MARKETS AND CROSS-SECTOR OPPORTUNITIES 61 4.4.1 INTERCONNECTED MARKETS 61 4.4.2 CROSS-SECTOR OPPORTUNITIES 61 4.5 STRATEGIC MOVES BY TIER-1/2/3 PLAYERS 62 5 INDUSTRY TRENDS 63 5.1 EVOLUTION OF ENERGY AND UTILITIES ANALYTICS 63 5.2 PORTER’S FIVE FORCES ANALYSIS 65 5.2.1 THREAT OF NEW ENTRANTS 66 5.2.2 THREAT OF SUBSTITUTES 66 5.2.3 BARGAINING POWER OF SUPPLIERS 66 5.2.4 BARGAINING POWER OF BUYERS 66 5.2.5 INTENSITY OF COMPETITIVE RIVALRY 67 5.3 MACROECONOMIC OUTLOOK 67 5.3.1 INTRODUCTION 67 5.3.2 GDP TRENDS AND FORECAST 67 5.3.3 TRENDS IN GLOBAL ARTIFICIAL INTELLIGENCE (AI) INDUSTRY 69 5.3.4 TRENDS IN GLOBAL SMART GRID & DIGITAL UTILITY INDUSTRY 69 5.4 SUPPLY CHAIN ANALYSIS 70 5.5 ECOSYSTEM ANALYSIS 72 5.5.1 GRID & NETWORK ANALYTICS PROVIDERS 74 5.5.2 ASSET & OPERATIONS ANALYTICS PROVIDERS 75 5.5.3 CUSTOMER AND COMMERCIAL ANALYTICS 75 5.5.4 ENERGY PRODUCTION & DER ANALYTICS 75 5.5.5 ENERGY TRADING & MARKET ANALYTICS PROVIDERS 76 5.5.6 SUSTAINABILITY & ESG ANALYTICS PROVIDERS 76 5.6 PRICING ANALYSIS 76 5.6.1 AVERAGE SELLING PRICE OF OFFERINGS, BY KEY PLAYER, 2025 77 5.6.2 AVERAGE SELLING PRICE, BY APPLICATION 78 5.7 KEY CONFERENCES AND EVENTS, 2026–2027 79 5.8 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 80 5.9 INVESTMENT AND FUNDING SCENARIO 81 5.10 CASE STUDY ANALYSIS 82 5.10.1 SIEMENS ADVANTA AND BKW ENABLE SCALABLE DIGITAL UTILITY TRANSFORMATION 82 5.10.2 GE VERNOVA AND DUKE ENERGY IMPROVE POWER PLANT PERFORMANCE THROUGH DIGITAL MONITORING 83 5.10.3 IBM AND ANGLIAN WATER MODERNIZE UTILITY DATA MANAGEMENT AND OPERATION 83 5.10.4 ABB AND EYA-BANTU ENABLE DIGITALIZED UTILITY OPERATIONS THROUGH ADVANCED ANALYTICS 84 5.10.5 GOOGLE CLOUD AND ENERGYWORX ENABLE SCALABLE SMART ENERGY ANALYTICS PLATFORM 85 6 STRATEGIC DISRUPTION: PATENTS, DIGITAL, AND AI ADOPTION 86 6.1 KEY EMERGING TECHNOLOGIES 86 6.1.1 ADVANCED METERING INFRASTRUCTURE (AMI) 86 6.1.2 MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE 86 6.1.3 DISTRIBUTED ENERGY RESOURCE MANAGEMENT SYSTEMS (DERMS) 86 6.1.4 DIGITAL TWIN TECHNOLOGY 86 6.2 COMPLEMENTARY TECHNOLOGIES 87 6.2.1 EDGE COMPUTING 87 6.2.2 CLOUD COMPUTING 87 6.2.3 INTERNET OF THINGS (IOT) 87 6.3 ADJACENT TECHNOLOGIES 87 6.3.1 BLOCKCHAIN FOR ENERGY TRANSACTIONS 87 6.3.2 IEC COMMON INFORMATION MODEL (CIM) 88 6.3.3 GEOGRAPHIC INFORMATION SYSTEMS (GIS) 88 6.4 PATENT ANALYSIS 88 6.4.1 METHODOLOGY 88 6.4.2 PATENTS FILED, BY DOCUMENT TYPE 88 6.4.3 INNOVATION AND PATENT APPLICATIONS 89 6.5 IMPACT OF AI ON ENERGY AND UTILITIES ANALYTICS MARKET 93 6.5.1 BEST PRACTICES IN ENERGY AND UTILITIES ANALYTICS MARKET 94 6.5.2 INTERCONNECTED ECOSYSTEM AND IMPACT ON MARKET PLAYERS IN AI-DRIVEN ENERGY AND UTILITIES ANALYTICS 95 6.5.3 CLIENTS’ READINESS TO ADOPT AI-INTEGRATED ENERGY AND UTILITIES ANALYTICS 95 7 REGULATORY LANDSCAPE 96 7.1 REGIONAL REGULATIONS AND COMPLIANCE 96 7.1.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 96 7.1.2 KEY REGULATIONS 99 7.1.2.1 North America 99 7.1.2.1.1 Federal Energy Regulatory Commission FERC Order 2222 (US) 99 7.1.2.1.2 North American Electric Reliability Corporation Critical Infrastructure Protection Framework (NERC CIP) (US) 100 7.1.2.1.3 Canadian Energy Regulator Act (Canada) 101 7.1.2.2 Europe 101 7.1.2.2.1 Electricity Regulation 2019/943 and Internal Electricity Market Framework (European Union) 101 7.1.2.2.2 NIS2 Directive Framework (Network and Information Security Directive 2) (European Union) 102 7.1.2.2.3 Energy Act 2023(UK) 103 7.1.2.2.4 Bundesnetzagentur Energy Industry Act (Germany) 104 7.1.2.2.5 Commission de Régulation de l'Énergie (CRE) Framework (France) 104 7.1.2.2.6 Autorità di Regolazione per Energia Reti e Ambiente Framework (ARERA) (Italy) 105 7.1.2.3 Asia Pacific 106 7.1.2.3.1 Energy Law of the People’s Republic of China (China) 106 7.1.2.3.2 Electricity Act, 2003 (India) 107 7.1.2.3.3 Basic Act on Energy Policy (2002) (Japan) 107 7.1.2.4 Middle East & Africa 108 7.1.2.4.1 The Electricity Law (Royal Decree No. M/44) (Saudi Arabia) 108 7.1.2.4.2 Federal Decree-Law No. 11 of 2024 (UAE) 109 7.1.2.4.3 Electricity Market Law No. 6446 (Turkey) 110 7.1.2.4.4 Electricity Regulation Act, 2006 (South Africa) 110 7.1.2.5 Latin America 111 7.1.2.5.1 Agência Nacional de Energia Elétrica Framework (ANEE) (Brazil) 111 7.1.2.5.2 Ley del Sector Eléctrico (LESE) (Mexico) 112 7.1.3 INDUSTRY STANDARDS 112 8 CUSTOMER LANDSCAPE & BUYER BEHAVIOR 115 8.1 DECISION-MAKING PROCESS 115 8.2 KEY STAKEHOLDERS INVOLVED IN BUYING PROCESS AND THEIR EVALUATION CRITERIA 117 8.2.1 KEY STAKEHOLDERS IN BUYING PROCESS 117 8.2.2 BUYING CRITERIA 118 8.3 ADOPTION BARRIERS & INTERNAL CHALLENGES 119 8.4 UNMET NEEDS FROM VARIOUS INDUSTRY END USERS 121 9 ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING 122 9.1 INTRODUCTION 123 9.1.1 OFFERING: ENERGY AND UTILITIES ANALYTICS MARKET DRIVERS 123 9.2 PLATFORMS 124 9.2.1 ENABLING UTILITY DATA INTEGRATION, OPERATIONAL MONITORING, AND REAL-TIME ANALYTICS ACROSS ENERGY INFRASTRUCTURE 124 9.3 SERVICES 126 9.3.1 PROFESSIONAL SERVICES 127 9.3.1.1 Enhancing utility modernization and analytics adoption through expert consulting, integration, and technical support services 127 9.3.1.2 Consulting & advisory 128 9.3.1.3 System integration & deployment 128 9.3.1.4 Custom analytics & model development 128 9.3.1.5 Support & maintenance 128 9.3.2 MANAGED SERVICES 129 9.3.2.1 Supporting analytics operations and infrastructure management through outsourced monitoring and technical support services 129 10 ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE 130 10.1 INTRODUCTION 131 10.1.1 DEPLOYMENT MODE: ENERGY AND UTILITIES ANALYTICS MARKET DRIVERS 131 10.2 CLOUD 133 10.2.1 SUPPORTING SCALABLE ANALYTICS ACCESS AND CENTRALIZED DATA PROCESSING THROUGH CLOUD-BASED DEPLOYMENT MODELS 133 10.3 ON-PREMISES 134 10.3.1 STRENGTHENING DATA CONTROL AND INFRASTRUCTURE SECURITY THROUGH INTERNALLY MANAGED ANALYTICS ENVIRONMENTS 134 10.4 HYBRID 135 10.4.1 BALANCING OPERATIONAL FLEXIBILITY AND INFRASTRUCTURE CONTROL THROUGH INTEGRATED DEPLOYMENT ARCHITECTURES 135 10.5 EDGE 136 10.5.1 ENABLING REAL-TIME ANALYTICS PROCESSING AND LOW-LATENCY OPERATIONAL MONITORING ACROSS CONNECTED UTILITY INFRASTRUCTURE 136 11 ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION 137 11.1 INTRODUCTION 138 11.1.1 APPLICATION: ENERGY AND UTILITIES ANALYTICS MARKET DRIVERS 138 11.2 GRID & NETWORK ANALYTICS 140 11.2.1 IMPROVING GRID VISIBILITY, RELIABILITY, AND OPERATIONAL PERFORMANCE THROUGH REAL-TIME NETWORK ANALYTICS APPLICATIONS 140 11.2.2 OUTAGE PREDICTION & RESTORATION 141 11.2.3 GRID RELIABILITY & PERFORMANCE 141 11.2.4 LOSS DETECTION 142 11.2.5 VOLTAGE OPTIMIZATION 142 11.3 ASSET & OPERATIONS ANALYTICS 142 11.3.1 IMPROVING INFRASTRUCTURE RELIABILITY AND OPERATIONAL EFFICIENCY THROUGH ASSET PERFORMANCE AND MAINTENANCE ANALYTICS 142 11.3.2 PREDICTIVE MAINTENANCE 143 11.3.3 ASSET HEALTH MONITORING 143 11.3.4 FAILURE PREDICTION 143 11.3.5 WORKFORCE/FIELD SERVICE OPTIMIZATION 144 11.4 CUSTOMER & COMMERCIAL ANALYTICS 144 11.4.1 SUPPORTING CUSTOMER MANAGEMENT, REVENUE OPERATIONS, AND ENERGY CONSUMPTION ANALYSIS THROUGH COMMERCIAL ANALYTICS APPLICATIONS 144 11.4.2 CUSTOMER SEGMENTATION & CHURN 145 11.4.3 BILLING & REVENUE ANALYTICS 145 11.4.4 CONSUMPTION INSIGHTS 145 11.4.5 DEMAND-SIDE ANALYTICS 146 11.5 ENERGY PRODUCTION & DER ANALYTICS 146 11.5.1 SUPPORTING DISTRIBUTED ENERGY MANAGEMENT AND GENERATION PERFORMANCE MONITORING THROUGH PRODUCTION ANALYTICS APPLICATIONS 146 11.5.2 RENEWABLE FORECASTING (WIND/SOLAR) 147 11.5.3 DER OPTIMIZATION 147 11.5.4 VIRTUAL POWER PLANTS (VPP) 147 11.5.5 GENERATION PERFORMANCE ANALYTICS 148 11.6 ENERGY TRADING & MARKET ANALYTICS 148 11.6.1 SUPPORTING ENERGY MARKET OPERATIONS AND TRADING DECISION-MAKING THROUGH MARKET ANALYTICS APPLICATIONS 148 11.6.2 PRICE FORECASTING 149 11.6.3 TRADING OPTIMIZATION 149 11.6.4 RISK ANALYTICS 149 11.6.5 PORTFOLIO OPTIMIZATION 150 11.7 SUSTAINABILITY & ESG ANALYTICS 150 11.7.1 SUPPORTING EMISSIONS MONITORING AND SUSTAINABILITY REPORTING THROUGH ESG ANALYTICS APPLICATIONS 150 11.7.2 CARBON ACCOUNTING 151 11.7.3 EMISSIONS TRACKING 151 11.7.4 ESG REPORTING 151 11.7.5 ENERGY EFFICIENCY ANALYTICS 152 11.8 OTHER APPLICATIONS 152 12 ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE 154 12.1 INTRODUCTION 155 12.1.1 DEPLOYMENT MODE: ENERGY AND UTILITIES ANALYTICS MARKET DRIVERS 155 12.2 LARGE INTEGRATED UTILITIES 157 12.2.1 MANAGING LARGE-SCALE UTILITY INFRASTRUCTURE AND OPERATIONAL NETWORKS THROUGH ENTERPRISE ANALYTICS APPLICATIONS 157 12.3 MID-SIZE/REGIONAL UTILITIES 158 12.3.1 SUPPORTING OPERATIONAL VISIBILITY AND INFRASTRUCTURE MANAGEMENT THROUGH UTILITY ANALYTICS APPLICATIONS 158 12.4 INDEPENDENT POWER PRODUCERS (IPPS) 159 12.4.1 SUPPORTING GENERATION PERFORMANCE AND RENEWABLE ENERGY OPERATIONS THROUGH PRODUCTION ANALYTICS APPLICATIONS 159   12.5 ENERGY RETAILERS/AGGREGATORS 160 12.5.1 MANAGING CUSTOMER OPERATIONS AND ENERGY DEMAND THROUGH COMMERCIAL AND MARKET ANALYTICS APPLICATIONS 160 12.6 COMMERCIAL & INDUSTRIAL (C&I) ENERGY USERS 161 12.6.1 MANAGING CUSTOMER OPERATIONS AND ENERGY DEMAND THROUGH COMMERCIAL AND MARKET ANALYTICS APPLICATIONS 161 13 ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER 162 13.1 INTRODUCTION 163 13.1.1 END USER: ENERGY AND UTILITIES ANALYTICS MARKET DRIVERS 163 13.2 POWER UTILITIES 165 13.2.1 SUPPORTING GRID OPERATIONS AND ENERGY DELIVERY MANAGEMENT THROUGH UTILITY ANALYTICS APPLICATIONS 165 13.2.2 GENERATION 166 13.2.3 TRANSMISSION 166 13.2.4 DISTRIBUTION 166 13.2.5 RETAIL 166 13.3 OIL & GAS 167 13.3.1 SUPPORTING HYDROCARBON OPERATIONS AND INFRASTRUCTURE MONITORING THROUGH ENERGY ANALYTICS APPLICATIONS 167 13.3.2 UPSTREAM 168 13.3.3 MIDSTREAM 168 13.3.4 DOWNSTREAM 168 13.4 RENEWABLE ENERGY OPERATORS 169 13.4.1 SUPPORTING RENEWABLE ENERGY GENERATION AND DISTRIBUTED ENERGY MONITORING THROUGH ANALYTICS APPLICATIONS 169 13.5 WATER & WASTE UTILITIES 170 13.5.1 SUPPORTING WATER DISTRIBUTION AND WASTE INFRASTRUCTURE MONITORING THROUGH UTILITY ANALYTICS APPLICATIONS 170 14 ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION 171 14.1 INTRODUCTION 172 14.2 NORTH AMERICA 174 14.2.1 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET DRIVERS 174 14.2.2 US 179 14.2.2.1 Highly mature utility analytics market driven by smart grid expansion and enterprise-wide operational intelligence adoption 179 14.2.3 CANADA 184 14.2.3.1 Advanced utility infrastructure transformation market supported by renewable integration and grid resilience modernization 184 14.3 EUROPE 188 14.3.1 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET DRIVERS 189 14.3.2 UK 193 14.3.2.1 Mature utility analytics market driven by offshore wind integration and distribution network digitization 193 14.3.3 GERMANY 198 14.3.3.1 Decentralized energy optimization market driven by renewable balancing and industrial grid intelligence requirements 198 14.3.4 FRANCE 202 14.3.4.1 Centralized utility intelligence market supported by nuclear grid stability and transmission reliability optimization 202 14.3.5 SPAIN 206 14.3.5.1 Renewable integration-driven utility analytics market supported by wind and solar grid balancing requirements 206 14.3.6 REST OF EUROPE 211 14.4 ASIA PACIFIC 215 14.4.1 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET DRIVERS 215 14.4.2 CHINA 220 14.4.2.1 Large-scale utility intelligence market driven by ultra-high-voltage grid expansion and renewable integration optimization 220 14.4.3 INDIA 225 14.4.3.1 High-growth utility modernization market driven by smart metering expansion and transmission efficiency improvement 225 14.4.4 JAPAN 229 14.4.4.1 Reliability-focused utility analytics market supported by advanced grid operations and disaster resilience requirements 229 14.4.5 ASEAN 233 14.4.5.1 Emerging utility digitization market supported by urban electricity demand growth and grid modernization initiatives 233 14.4.6 REST OF ASIA PACIFIC 237 14.5 MIDDLE EAST & AFRICA 242 14.5.1 MIDDLE EAST & AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET DRIVERS 242 14.5.2 SAUDI ARABIA 247 14.5.2.1 Large-scale utility modernization market driven by smart grid deployment and renewable energy expansion 247 14.5.3 UNITED ARAB EMIRATES (UAE) 251 14.5.3.1 Digitally advanced utility analytics market supported by smart infrastructure and centralized operational intelligence deployment 251 14.5.4 TURKEY 256 14.5.4.1 Utility infrastructure modernization market supported by transmission expansion and renewable integration requirements 256 14.5.5 SOUTH AFRICA 260 14.5.5.1 Grid reliability-focused utility analytics market supported by infrastructure monitoring and outage management requirements 260 14.5.6 REST OF MIDDLE EAST & AFRICA 264 14.6 LATIN AMERICA 268 14.6.1 LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET DRIVERS 269 14.6.2 BRAZIL 273 14.6.2.1 Renewable-intensive utility analytics market supported by hydropower optimization and grid modernization initiatives 273 14.6.3 MEXICO 278 14.6.3.1 Utility infrastructure efficiency market supported by transmission modernization and operational visibility improvement 278 14.6.4 REST OF LATIN AMERICA 282 15 COMPETITIVE LANDSCAPE 287 15.1 OVERVIEW 287 15.2 KEY PLAYER STRATEGIES, 2021–2026 287 15.3 REVENUE ANALYSIS, 2021–2025 290 15.4 MARKET SHARE ANALYSIS, 2025 291 15.4.1 MARKET RANKING ANALYSIS, 2025 292 15.5 PRODUCT COMPARATIVE ANALYSIS 295 15.5.1 PRODUCT COMPARATIVE ANALYSIS OF ENERGY AND UTILITIES ANALYTICS PLATFORMS 295 15.6 COMPANY EVALUATION MATRIX: KEY PLAYERS 297 15.6.1 STARS 297 15.6.2 EMERGING LEADERS 297 15.6.3 PERVASIVE PLAYERS 297 15.6.4 PARTICIPANTS 298 15.6.5 COMPANY FOOTPRINT: KEY PLAYERS, 2025 299 15.6.5.1 Company footprint 299 15.6.5.2 Regional footprint 300 15.6.5.3 Offering footprint 301 15.6.5.4 Application footprint 302 15.6.5.5 Organization type footprint 303 15.6.5.6 End user footprint 304 15.7 COMPANY EVALUATION MATRIX: STARTUPS/SMES 305 15.7.1 PROGRESSIVE COMPANIES 305 15.7.2 RESPONSIVE COMPANIES 305 15.7.3 DYNAMIC COMPANIES 305 15.7.4 STARTING BLOCKS 305 15.7.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2025 307 15.7.5.1 Detailed list of key startups/SMEs 307 15.7.5.2 Competitive benchmarking of key startups/SMEs 308 15.8 COMPANY VALUATION AND FINANCIAL METRICS 309 15.9 COMPETITIVE SCENARIO 310 15.9.1 PRODUCT LAUNCHES AND ENHANCEMENTS 310 15.9.2 DEALS 311   16 COMPANY PROFILES 312 16.1 INTRODUCTION 312 16.2 KEY PLAYERS 312 16.2.1 SIEMENS 312 16.2.1.1 Business overview 312 16.2.1.2 Products/Solutions/Services offered 314 16.2.1.3 Recent developments 316 16.2.1.3.1 Product launches and enhancements 316 16.2.1.3.2 Deals 317 16.2.1.4 MnM view 320 16.2.1.4.1 Key strengths 320 16.2.1.4.2 Strategic choices 320 16.2.1.4.3 Weaknesses and competitive threats 320 16.2.2 ABB 321 16.2.2.1 Business overview 321 16.2.2.2 Products/Solutions/Services offered 322 16.2.2.3 Recent developments 325 16.2.2.3.1 Product launches and enhancements 325 16.2.2.3.2 Deals 326 16.2.2.4 MnM view 329 16.2.2.4.1 Key strengths 329 16.2.2.4.2 Strategic choices 329 16.2.2.4.3 Weaknesses and competitive threats 329 16.2.3 GE VERNOVA 330 16.2.3.1 Business overview 330 16.2.3.2 Products/Solutions/Services offered 332 16.2.3.3 Recent developments 333 16.2.3.3.1 Product launches and enhancements 333 16.2.3.3.2 Deals 334 16.2.3.4 MnM view 336 16.2.3.4.1 Key strengths 336 16.2.3.4.2 Strategic choices 336 16.2.3.4.3 Weaknesses and competitive threats 336 16.2.4 AUTODESK 337 16.2.4.1 Business overview 337 16.2.4.2 Products/Solutions/Services offered 338 16.2.4.3 Recent developments 340 16.2.4.3.1 Product launches and enhancements 340 16.2.4.3.2 Deals 341   16.2.4.4 MnM view 343 16.2.4.4.1 Key strengths 343 16.2.4.4.2 Strategic choices 343 16.2.4.4.3 Weaknesses and competitive threats 343 16.2.5 IBM 344 16.2.5.1 Business overview 344 16.2.5.2 Products/Solutions/Services offered 345 16.2.5.3 Recent developments 347 16.2.5.3.1 Product launches and enhancements 347 16.2.5.3.2 Deals 348 16.2.5.4 MnM view 350 16.2.5.4.1 Key strengths 350 16.2.5.4.2 Strategic choices 350 16.2.5.4.3 Weaknesses and competitive threats 350 16.2.6 SCHNEIDER ELECTRIC 351 16.2.6.1 Business overview 351 16.2.6.2 Products/Solutions/Services offered 352 16.2.6.3 Recent developments 353 16.2.6.3.1 Product launches and enhancements 353 16.2.6.3.2 Deals 355 16.2.7 GOOGLE 356 16.2.7.1 Business overview 356 16.2.7.2 Products/Solutions/Services offered 357 16.2.7.3 Recent developments 359 16.2.7.3.1 Product launches and enhancements 359 16.2.7.3.2 Deals 360 16.2.8 MICROSOFT 362 16.2.8.1 Business overview 362 16.2.8.2 Products/Solutions/Services offered 363 16.2.8.3 Recent developments 365 16.2.8.3.1 Product launches and enhancements 365 16.2.8.3.2 Deals 367 16.2.9 ORACLE 368 16.2.9.1 Business overview 368 16.2.9.2 Products/Solutions/Services offered 369 16.2.9.3 Recent developments 371 16.2.9.3.1 Product launches and enhancements 371 16.2.9.3.2 Deals 372   16.2.10 SAP 373 16.2.10.1 Business overview 373 16.2.10.2 Products/Solutions/Services offered 374 16.2.10.3 Recent developments 376 16.2.10.3.1 Product launches and enhancements 376 16.2.10.3.2 Deals 377 16.2.11 HITACHI ENERGY 379 16.2.12 BENTLEY SYSTEMS 380 16.2.13 SAS INSTITUTE 381 16.2.14 TERADATA 382 16.2.15 SNOWFLAKE 383 16.2.16 ITRON 384 16.2.17 INFOR 385 16.2.18 AVEVA 386 16.2.19 AWS 387 16.2.20 SALESFORCE 388 16.2.21 PALANTIR 389 16.2.22 DATABRICKS 390 16.2.23 FIS 391 16.2.24 ION GROUP 392 16.2.25 LANDIS+GYR 393 16.3 STARTUP/SME PROFILES 394 16.3.1 ENEL X 394 16.3.2 NEXT KRAFTWERKE 395 16.3.3 TIBCO 396 16.3.4 KUBRA 397 16.3.5 ENERGY HUB 398 16.3.6 KX 399 16.3.7 AMPHORA 400 16.3.8 SPHERA 401 16.3.9 ENABLON 402 16.3.10 PERSEFONI 403 16.3.11 C3.AI 404 16.3.12 UPLIGHT 405 16.3.13 ENERGYCAP 406 16.3.14 VOLTUS 407   17 RESEARCH METHODOLOGY 408 17.1 RESEARCH DATA 408 17.1.1 SECONDARY DATA 409 17.1.2 PRIMARY DATA 409 17.1.2.1 Breakup of primary profiles 410 17.1.2.2 Key industry insights 411 17.2 DATA TRIANGULATION 412 17.3 MARKET SIZE ESTIMATION 413 17.3.1 TOP-DOWN APPROACH 413 17.3.2 BOTTOM-UP APPROACH 414 17.4 MARKET FORECAST 417 17.5 RESEARCH ASSUMPTIONS 418 17.6 LIMITATIONS 420 18 APPENDIX 421 18.1 DISCUSSION GUIDE 421 18.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 427 18.3 CUSTOMIZATION OPTIONS 429 18.4 RELATED REPORTS 429 18.5 AUTHOR DETAILS 430
圖表清單 List of Tables & Figures
TABLE 1 INCLUSIONS AND EXCLUSIONS 39 TABLE 2 UNITED STATES DOLLAR EXCHANGE RATE, 2021–2025 41 TABLE 3 STRATEGIC MOVES BY TIER-1/2/3 PLAYERS 62 TABLE 4 IMPACT OF PORTER’S FIVE FORCES ON ENERGY AND UTILITIES ANALYTICS MARKET 65 TABLE 5 GDP PERCENTAGE CHANGE, BY KEY COUNTRY, 2021–2030 68 TABLE 6 ENERGY AND UTILITIES ANALYTICS: ROLE OF COMPANIES IN ECOSYSTEM 72 TABLE 7 AVERAGE SELLING PRICE OF OFFERING, BY KEY PLAYER, 2025 77 TABLE 8 AVERAGE SELLING PRICE, BY APPLICATION, 2025 78 TABLE 9 ENERGY AND UTILITIES ANALYTICS MARKET: LIST OF CONFERENCES AND EVENTS, 2026–2027 79 TABLE 10 PATENTS FILED, 2016–2025 88 TABLE 11 LIST OF TOP PATENTS IN ENERGY AND UTILITIES ANALYTICS MARKET, 2025–2026 90 TABLE 12 TOP USE CASES AND MARKET POTENTIAL 93 TABLE 13 BEST PRACTICES: COMPANIES IMPLEMENTING USE CASES 94 TABLE 14 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 96 TABLE 15 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 97 TABLE 16 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 97 TABLE 17 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 98 TABLE 18 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 99 TABLE 19 GLOBAL INDUSTRY STANDARDS FOR SMART GRID & INFRASTRUCTURE ANALYTICS 113 TABLE 20 GLOBAL INDUSTRY STANDARDS FOR ENERGY DATA MANAGEMENT & CYBERSECURITY 113 TABLE 21 GLOBAL INDUSTRY STANDARDS FOR ENERGY MANAGEMENT, SMART METERING & DEMAND RESPONSE 113 TABLE 22 GLOBAL INDUSTRY STANDARDS FOR RENEWABLE ENERGY MONITORING & GRID INTEGRATION 114 TABLE 23 GLOBAL INDUSTRY STANDARDS FOR AI-ENABLED ANALYTICS & OPERATIONAL INTELLIGENCE 114 TABLE 24 GLOBAL INDUSTRY STANDARDS FOR PREDICTIVE MAINTENANCE & ASSET PERFORMANCE 114 TABLE 25 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP END USERS 117 TABLE 26 KEY BUYING CRITERIA FOR TOP THREE END USERS 118 TABLE 27 UNMET NEEDS IN ENERGY AND UTILITIES ANALYTICS MARKET, BY INDUSTRY END USER 121 TABLE 28 ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 124 TABLE 29 ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 124 TABLE 30 ENERGY AND UTILITIES ANALYTICS PLATFORMS MARKET, BY REGION, 2021–2025 (USD MILLION) 125 TABLE 31 ENERGY AND UTILITIES ANALYTICS PLATFORMS MARKET, BY REGION, 2026–2031 (USD MILLION) 125 TABLE 32 ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 126 TABLE 33 ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 126 TABLE 34 PROFESSIONAL SERVICES: ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION, 2021–2025 (USD MILLION) 127 TABLE 35 PROFESSIONAL SERVICES: ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION, 2026–2031 (USD MILLION) 127 TABLE 36 MANAGED SERVICES: ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION, 2021–2025 (USD MILLION) 129 TABLE 37 MANAGED SERVICES: ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION, 2026–2031 (USD MILLION) 129 TABLE 38 ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 132 TABLE 39 ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 132 TABLE 40 CLOUD-BASED ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION, 2021–2025 (USD MILLION) 133 TABLE 41 CLOUD-BASED ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION, 2026–2031 (USD MILLION) 133 TABLE 42 ON-PREMISE ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION, 2021–2025 (USD MILLION) 134 TABLE 43 ON-PREMISE ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION, 2026–2031 (USD MILLION) 134 TABLE 44 HYBRID ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION, 2021–2025 (USD MILLION) 135 TABLE 45 HYBRID ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION, 2026–2031 (USD MILLION) 135 TABLE 46 EDGE-BASED ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION, 2021–2025 (USD MILLION) 136 TABLE 47 EDGE-BASED ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION, 2026–2031 (USD MILLION) 136 TABLE 48 ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 139 TABLE 49 ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 140 TABLE 50 ENERGY AND UTILITIES ANALYTICS MARKET FOR GRID AND NETWORK ANALYTICS, BY REGION, 2021–2025 (USD MILLION) 141 TABLE 51 ENERGY AND UTILITIES ANALYTICS MARKET FOR GRID AND NETWORK ANALYTICS, BY REGION, 2026–2031 (USD MILLION) 141 TABLE 52 ENERGY AND UTILITIES ANALYTICS MARKET FOR ASSET AND OPERATIONS ANALYTICS, BY REGION, 2021–2025 (USD MILLION) 142 TABLE 53 ENERGY AND UTILITIES ANALYTICS MARKET FOR ASSET AND OPERATIONS ANALYTICS, BY REGION, 2026–2031 (USD MILLION) 143 TABLE 54 ENERGY AND UTILITIES ANALYTICS MARKET FOR CUSTOMER AND COMMERCIAL ANALYTICS, BY REGION, 2021–2025 (USD MILLION) 144 TABLE 55 ENERGY AND UTILITIES ANALYTICS MARKET FOR CUSTOMER AND COMMERCIAL ANALYTICS, BY REGION, 2026–2031 (USD MILLION) 145 TABLE 56 ENERGY AND UTILITIES ANALYTICS MARKET FOR ENERGY PRODUCTION AND DER ANALYTICS, BY REGION, 2021–2025 (USD MILLION) 146 TABLE 57 ENERGY AND UTILITIES ANALYTICS MARKET FOR ENERGY PRODUCTION AND DER ANALYTICS, BY REGION, 2026–2031 (USD MILLION) 147 TABLE 58 ENERGY AND UTILITIES ANALYTICS MARKET FOR ENERGY TRADING AND MARKET ANALYTICS, BY REGION, 2021–2025 (USD MILLION) 148 TABLE 59 ENERGY AND UTILITIES ANALYTICS MARKET FOR ENERGY TRADING AND MARKET ANALYTICS, BY REGION, 2026–2031 (USD MILLION) 149 TABLE 60 ENERGY AND UTILITIES ANALYTICS MARKET FOR SUSTAINABILITY AND ESG ANALYTICS, BY REGION, 2021–2025 (USD MILLION) 150 TABLE 61 ENERGY AND UTILITIES ANALYTICS MARKET FOR SUSTAINABILITY AND ESG ANALYTICS, BY REGION, 2026–2031 (USD MILLION) 151 TABLE 62 ENERGY AND UTILITIES ANALYTICS MARKET FOR OTHER APPLICATIONS, BY REGION, 2021–2025 (USD MILLION) 152 TABLE 63 ENERGY AND UTILITIES ANALYTICS MARKET FOR OTHER APPLICATIONS, BY REGION, 2026–2031 (USD MILLION) 153 TABLE 64 ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 156 TABLE 65 ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 156 TABLE 66 ENERGY AND UTILITIES ANALYTICS MARKET FOR LARGE INTEGRATED UTILITIES, BY REGION, 2021–2025 (USD MILLION) 157 TABLE 67 ENERGY AND UTILITIES ANALYTICS MARKET FOR LARGE INTEGRATED UTILITIES, BY REGION, 2026–2031 (USD MILLION) 157 TABLE 68 ENERGY AND UTILITIES ANALYTICS MARKET FOR MID-SIZE AND REGIONAL UTILITIES, BY REGION, 2021–2025 (USD MILLION) 158 TABLE 69 ENERGY AND UTILITIES ANALYTICS MARKET FOR MID-SIZE AND REGIONAL UTILITIES, BY REGION, 2026–2031 (USD MILLION) 158 TABLE 70 ENERGY AND UTILITIES ANALYTICS MARKET FOR INDEPENDENT POWER PRODUCERS, BY REGION, 2021–2025 (USD MILLION) 159 TABLE 71 ENERGY AND UTILITIES ANALYTICS MARKET FOR INDEPENDENT POWER PRODUCERS, BY REGION, 2026–2031 (USD MILLION) 159 TABLE 72 ENERGY AND UTILITIES ANALYTICS MARKET FOR ENERGY RETAILERS/AGGREGATORS, BY REGION, 2021–2025 (USD MILLION) 160 TABLE 73 ENERGY AND UTILITIES ANALYTICS MARKET FOR ENERGY RETAILERS/AGGREGATORS, BY REGION, 2026–2031 (USD MILLION) 160 TABLE 74 ENERGY AND UTILITIES ANALYTICS MARKET FOR COMMERCIAL AND INDUSTRIAL ENERGY USERS, BY REGION, 2021–2025 (USD MILLION) 161 TABLE 75 ENERGY AND UTILITIES ANALYTICS MARKET FOR COMMERCIAL AND INDUSTRIAL ENERGY USERS, BY REGION, 2026–2031 (USD MILLION) 161 TABLE 76 ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 164 TABLE 77 ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 164 TABLE 78 ENERGY AND UTILITIES ANALYTICS MARKET FOR POWER UTILITIES, BY REGION, 2021–2025 (USD MILLION) 165 TABLE 79 ENERGY AND UTILITIES ANALYTICS MARKET FOR POWER UTILITIES, BY REGION, 2026–2031 (USD MILLION) 165 TABLE 80 ENERGY AND UTILITIES ANALYTICS MARKET FOR OIL & GAS END USERS, BY REGION, 2021–2025 (USD MILLION) 167 TABLE 81 ENERGY AND UTILITIES ANALYTICS MARKET FOR OIL & GAS END USERS, BY REGION, 2026–2031 (USD MILLION) 167 TABLE 82 ENERGY AND UTILITIES ANALYTICS MARKET FOR RENEWABLE ENERGY OPERATORS, BY REGION, 2021–2025 (USD MILLION) 169 TABLE 83 ENERGY AND UTILITIES ANALYTICS MARKET FOR RENEWABLE ENERGY OPERATORS, BY REGION, 2026–2031 (USD MILLION) 169 TABLE 84 ENERGY AND UTILITIES ANALYTICS MARKET FOR WATER & WASTE UTILITIES, BY REGION, 2021–2025 (USD MILLION) 170 TABLE 85 ENERGY AND UTILITIES ANALYTICS MARKET FOR WATER & WASTE UTILITIES, BY REGION, 2026–2031 (USD MILLION) 170 TABLE 86 ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION, 2021–2025 (USD MILLION) 173 TABLE 87 ENERGY AND UTILITIES ANALYTICS MARKET, BY REGION, 2026–2031 (USD MILLION) 173 TABLE 88 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 175 TABLE 89 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 175 TABLE 90 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 176 TABLE 91 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 176 TABLE 92 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 176 TABLE 93 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 176 TABLE 94 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 177 TABLE 95 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 177 TABLE 96 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 177 TABLE 97 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 178 TABLE 98 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 178 TABLE 99 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 178 TABLE 100 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 179 TABLE 101 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 179 TABLE 102 US: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 180 TABLE 103 US: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 180 TABLE 104 US: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 180 TABLE 105 US: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 181 TABLE 106 US: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 181 TABLE 107 US: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 181 TABLE 108 US: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 182 TABLE 109 US: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 182 TABLE 110 US: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 182 TABLE 111 US: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 183 TABLE 112 US: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 183 TABLE 113 US: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 183 TABLE 114 CANADA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 185 TABLE 115 CANADA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 185 TABLE 116 CANADA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 185 TABLE 117 CANADA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 185 TABLE 118 CANADA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 186 TABLE 119 CANADA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 186 TABLE 120 CANADA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 186 TABLE 121 CANADA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 187 TABLE 122 CANADA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 187 TABLE 123 CANADA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 187 TABLE 124 CANADA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 188 TABLE 125 CANADA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 188 TABLE 126 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 189 TABLE 127 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 189 TABLE 128 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 190 TABLE 129 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 190 TABLE 130 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 190 TABLE 131 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 190 TABLE 132 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 191 TABLE 133 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 191 TABLE 134 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 191 TABLE 135 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 192 TABLE 136 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 192 TABLE 137 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 192 TABLE 138 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 193 TABLE 139 EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 193 TABLE 140 UK: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 194 TABLE 141 UK: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 194 TABLE 142 UK: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 195 TABLE 143 UK: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 195 TABLE 144 UK: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 195 TABLE 145 UK: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 195 TABLE 146 UK: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 196 TABLE 147 UK: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 196 TABLE 148 UK: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 196 TABLE 149 UK: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 197 TABLE 150 UK: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 197 TABLE 151 UK: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 197 TABLE 152 GERMANY: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 198 TABLE 153 GERMANY: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 199 TABLE 154 GERMANY: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 199 TABLE 155 GERMANY: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 199 TABLE 156 GERMANY: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 199 TABLE 157 GERMANY: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 200 TABLE 158 GERMANY: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 200 TABLE 159 GERMANY: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 200 TABLE 160 GERMANY: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 201 TABLE 161 GERMANY: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 201 TABLE 162 GERMANY: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 201 TABLE 163 GERMANY: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 202 TABLE 164 FRANCE: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 203 TABLE 165 FRANCE: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 203 TABLE 166 FRANCE: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 203 TABLE 167 FRANCE: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 203 TABLE 168 FRANCE: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 204 TABLE 169 FRANCE: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 204 TABLE 170 FRANCE: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 204 TABLE 171 FRANCE: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 205 TABLE 172 FRANCE: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 205 TABLE 173 FRANCE: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 205 TABLE 174 FRANCE: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 206 TABLE 175 FRANCE: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 206 TABLE 176 SPAIN: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 207 TABLE 177 SPAIN: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 207 TABLE 178 SPAIN: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 207 TABLE 179 SPAIN: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 208 TABLE 180 SPAIN: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 208 TABLE 181 SPAIN: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 208 TABLE 182 SPAIN: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 209 TABLE 183 SPAIN: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 209 TABLE 184 SPAIN: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 209 TABLE 185 SPAIN: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 210 TABLE 186 SPAIN: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 210 TABLE 187 SPAIN: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 210 TABLE 188 REST OF EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 211 TABLE 189 REST OF EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 211 TABLE 190 REST OF EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICES, 2021–2025 (USD MILLION) 212 TABLE 191 REST OF EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICES, 2026–2031 (USD MILLION) 212 TABLE 192 REST OF EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 212 TABLE 193 REST OF EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 212 TABLE 194 REST OF EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 213 TABLE 195 REST OF EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 213 TABLE 196 REST OF EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 213 TABLE 197 REST OF EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 214 TABLE 198 REST OF EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 214 TABLE 199 REST OF EUROPE: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 214 TABLE 200 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 216 TABLE 201 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 216 TABLE 202 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 217 TABLE 203 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 217 TABLE 204 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 217 TABLE 205 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 217 TABLE 206 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 218 TABLE 207 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 218 TABLE 208 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 218 TABLE 209 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 219 TABLE 210 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 219 TABLE 211 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 219 TABLE 212 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 220 TABLE 213 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 220 TABLE 214 CHINA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 221 TABLE 215 CHINA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 221 TABLE 216 CHINA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 222 TABLE 217 CHINA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 222 TABLE 218 CHINA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 222 TABLE 219 CHINA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 222 TABLE 220 CHINA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 223 TABLE 221 CHINA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 223 TABLE 222 CHINA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 223 TABLE 223 CHINA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 224 TABLE 224 CHINA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 224 TABLE 225 CHINA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 224 TABLE 226 INDIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 225 TABLE 227 INDIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 226 TABLE 228 INDIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 226 TABLE 229 INDIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 226 TABLE 230 INDIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 226 TABLE 231 INDIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 227 TABLE 232 INDIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 227 TABLE 233 INDIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 227 TABLE 234 INDIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 228 TABLE 235 INDIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 228 TABLE 236 INDIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 228 TABLE 237 INDIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 229 TABLE 238 JAPAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 230 TABLE 239 JAPAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 230 TABLE 240 JAPAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 230 TABLE 241 JAPAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 230 TABLE 242 JAPAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 231 TABLE 243 JAPAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 231 TABLE 244 JAPAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 231 TABLE 245 JAPAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 232 TABLE 246 JAPAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 232 TABLE 247 JAPAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 232 TABLE 248 JAPAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 233 TABLE 249 JAPAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 233 TABLE 250 ASEAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 234 TABLE 251 ASEAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 234 TABLE 252 ASEAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 234 TABLE 253 ASEAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 235 TABLE 254 ASEAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 235 TABLE 255 ASEAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 235 TABLE 256 ASEAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 236 TABLE 257 ASEAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 236 TABLE 258 ASEAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 236 TABLE 259 ASEAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 237 TABLE 260 ASEAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 237 TABLE 261 ASEAN: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 237 TABLE 262 REST OF ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 238 TABLE 263 REST OF ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 238 TABLE 264 REST OF ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 239 TABLE 265 REST OF ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 239 TABLE 266 REST OF ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 239 TABLE 267 REST OF ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 239 TABLE 268 REST OF ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 240 TABLE 269 REST OF ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 240 TABLE 270 REST OF ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 240 TABLE 271 REST OF ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 241 TABLE 272 REST OF ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 241 TABLE 273 REST OF ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 241 TABLE 274 MIDDLE EAST & AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 243 TABLE 275 MIDDLE EAST & AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 243 TABLE 276 MIDDLE EAST & AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 243 TABLE 277 MIDDLE EAST & AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 243 TABLE 278 MIDDLE EAST & AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 244 TABLE 279 MIDDLE EAST & AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 244 TABLE 280 MIDDLE EAST & AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 244 TABLE 281 MIDDLE EAST & AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 245 TABLE 282 MIDDLE EAST & AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 245 TABLE 283 MIDDLE EAST & AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 245 TABLE 284 MIDDLE EAST & AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 246 TABLE 285 MIDDLE EAST & AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 246 TABLE 286 MIDDLE EAST & AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 246 TABLE 287 MIDDLE EAST & AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 247 TABLE 288 SAUDI ARABIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 248 TABLE 289 SAUDI ARABIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 248 TABLE 290 SAUDI ARABIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 248 TABLE 291 SAUDI ARABIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 248 TABLE 292 SAUDI ARABIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 249 TABLE 293 SAUDI ARABIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 249 TABLE 294 SAUDI ARABIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 249 TABLE 295 SAUDI ARABIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 250 TABLE 296 SAUDI ARABIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 250 TABLE 297 SAUDI ARABIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 250 TABLE 298 SAUDI ARABIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 251 TABLE 299 SAUDI ARABIA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 251 TABLE 300 UNITED ARAB EMIRATES: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 252 TABLE 301 UNITED ARAB EMIRATES: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 252 TABLE 302 UNITED ARAB EMIRATES: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 252 TABLE 303 UNITED ARAB EMIRATES: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 253 TABLE 304 UNITED ARAB EMIRATES: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 253 TABLE 305 UNITED ARAB EMIRATES: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 253 TABLE 306 UNITED ARAB EMIRATES: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 254 TABLE 307 UNITED ARAB EMIRATES: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 254 TABLE 308 UNITED ARAB EMIRATES: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 254 TABLE 309 UNITED ARAB EMIRATES: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 255 TABLE 310 UNITED ARAB EMIRATES: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 255 TABLE 311 UNITED ARAB EMIRATES: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 255 TABLE 312 TURKEY: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 256 TABLE 313 TURKEY: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 257 TABLE 314 TURKEY: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 257 TABLE 315 TURKEY: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 257 TABLE 316 TURKEY: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 257 TABLE 317 TURKEY: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 258 TABLE 318 TURKEY: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 258 TABLE 319 TURKEY: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 258 TABLE 320 TURKEY: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 259 TABLE 321 TURKEY: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 259 TABLE 322 TURKEY: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 259 TABLE 323 TURKEY: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 260 TABLE 324 SOUTH AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 261 TABLE 325 SOUTH AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 261 TABLE 326 SOUTH AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 261 TABLE 327 SOUTH AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 261 TABLE 328 SOUTH AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 262 TABLE 329 SOUTH AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 262 TABLE 330 SOUTH AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 262 TABLE 331 SOUTH AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 263 TABLE 332 SOUTH AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 263 TABLE 333 SOUTH AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 263 TABLE 334 SOUTH AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 264 TABLE 335 SOUTH AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 264 TABLE 336 REST OF MIDDLE EAST AND AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 265 TABLE 337 REST OF MIDDLE EAST AND AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 265 TABLE 338 REST OF MIDDLE EAST AND AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 265 TABLE 339 REST OF MIDDLE EAST AND AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 265 TABLE 340 REST OF MIDDLE EAST AND AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 266 TABLE 341 REST OF MIDDLE EAST AND AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 266 TABLE 342 REST OF MIDDLE EAST AND AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 266 TABLE 343 REST OF MIDDLE EAST AND AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 267 TABLE 344 REST OF MIDDLE EAST AND AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 267 TABLE 345 REST OF MIDDLE EAST AND AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 267 TABLE 346 REST OF MIDDLE EAST AND AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 268 TABLE 347 REST OF MIDDLE EAST AND AFRICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 268 TABLE 348 LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 269 TABLE 349 LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 269 TABLE 350 LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 270 TABLE 351 LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 270 TABLE 352 LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 270 TABLE 353 LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 270 TABLE 354 LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 271 TABLE 355 LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 271 TABLE 356 LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 271 TABLE 357 LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 272 TABLE 358 LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 272 TABLE 359 LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 272 TABLE 360 REST OF LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 273 TABLE 361 REST OF LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 273 TABLE 362 BRAZIL: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 274 TABLE 363 BRAZIL: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 274 TABLE 364 BRAZIL: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 274 TABLE 365 BRAZIL: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 275 TABLE 366 BRAZIL: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 275 TABLE 367 BRAZIL: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 275 TABLE 368 BRAZIL: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 276 TABLE 369 BRAZIL: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 276 TABLE 370 BRAZIL: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 276 TABLE 371 BRAZIL: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 277 TABLE 372 BRAZIL: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 277 TABLE 373 BRAZIL: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 277 TABLE 374 MEXICO: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 278 TABLE 375 MEXICO: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 279 TABLE 376 MEXICO: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 279 TABLE 377 MEXICO: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 279 TABLE 378 MEXICO: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 279 TABLE 379 MEXICO: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 280 TABLE 380 MEXICO: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 280 TABLE 381 MEXICO: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 280 TABLE 382 MEXICO: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 281 TABLE 383 MEXICO: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 281 TABLE 384 MEXICO: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 281 TABLE 385 MEXICO: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 282 TABLE 386 REST OF LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2021–2025 (USD MILLION) 283 TABLE 387 REST OF LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY OFFERING, 2026–2031 (USD MILLION) 283 TABLE 388 REST OF LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2021–2025 (USD MILLION) 283 TABLE 389 REST OF LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY SERVICE, 2026–2031 (USD MILLION) 283 TABLE 390 REST OF LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 284 TABLE 391 REST OF LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 284 TABLE 392 REST OF LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 284 TABLE 393 REST OF LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 285 TABLE 394 REST OF LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2021–2025 (USD MILLION) 285 TABLE 395 REST OF LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY ORGANIZATION TYPE, 2026–2031 (USD MILLION) 285 TABLE 396 REST OF LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2021–2025 (USD MILLION) 286 TABLE 397 REST OF LATIN AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET, BY END USER, 2026–2031 (USD MILLION) 286 TABLE 398 OVERVIEW OF STRATEGIES ADOPTED BY KEY ENERGY AND UTILITIES ANALYTICS VENDORS, 2021–2026 287 TABLE 399 ENERGY AND UTILITIES ANALYTICS MARKET: DEGREE OF COMPETITION 292 TABLE 400 ENERGY AND UTILITIES ANALYTICS MARKET: REGIONAL FOOTPRINT (25 PLAYERS), 2025 300 TABLE 401 ENERGY AND UTILITIES ANALYTICS MARKET: OFFERING FOOTPRINT (25 PLAYERS) 301 TABLE 402 ENERGY AND UTILITIES ANALYTICS MARKET: APPLICATION FOOTPRINT (25 PLAYERS), 2025 302 TABLE 403 ENERGY AND UTILITIES ANALYTICS MARKET: ORGANIZATION TYPE FOOTPRINT (25 PLAYERS), 2025 303 TABLE 404 ENERGY AND UTILITIES ANALYTICS MARKET: END USER FOOTPRINT (25 PLAYERS), 2025 304 TABLE 405 ENERGY AND UTILITIES ANALYTICS MARKET: KEY STARTUPS/SMES, 2025 307 TABLE 406 ENERGY AND UTILITIES ANALYTICS MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES, 2025 308 TABLE 407 ENERGY AND UTILITIES ANALYTICS MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2026–MAY 2026 310 TABLE 408 ENERGY AND UTILITIES ANALYTICS MARKET: DEALS, JANUARY 2026–MAY 2026 311 TABLE 409 SIEMENS: COMPANY OVERVIEW 313 TABLE 410 SIEMENS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 314 TABLE 411 SIEMENS: PRODUCT LAUNCHES AND ENHANCEMENTS 316 TABLE 412 SIEMENS: DEALS 317 TABLE 413 ABB: COMPANY OVERVIEW 321 TABLE 414 ABB: PRODUCTS/SOLUTIONS/SERVICES OFFERED 322 TABLE 415 ABB: PRODUCT LAUNCHES AND ENHANCEMENTS 325 TABLE 416 ABB: DEALS 326 TABLE 417 GE VERNOVA: COMPANY OVERVIEW 330 TABLE 418 GE VERNOVA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 332 TABLE 419 GE VERNOVA: PRODUCT LAUNCHES AND ENHANCEMENTS 333 TABLE 420 GE VERNOVA: DEALS 334 TABLE 421 AUTODESK: COMPANY OVERVIEW 337 TABLE 422 AUTODESK: PRODUCTS/SOLUTIONS/SERVICES OFFERED 338 TABLE 423 AUTODESK: PRODUCT LAUNCHES AND ENHANCEMENTS 340 TABLE 424 AUTODESK: DEALS 341 TABLE 425 IBM: COMPANY OVERVIEW 344 TABLE 426 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 345 TABLE 427 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 347 TABLE 428 IBM: DEALS 348 TABLE 429 SCHNEIDER ELECTRIC: COMPANY OVERVIEW 351 TABLE 430 SCHNEIDER ELECTRIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 352 TABLE 431 SCHNEIDER ELECTRIC: PRODUCT LAUNCHES AND ENHANCEMENTS 353 TABLE 432 SCHNEIDER ELECTRIC: DEALS 355 TABLE 433 GOOGLE: COMPANY OVERVIEW 356 TABLE 434 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 357 TABLE 435 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 359 TABLE 436 GOOGLE: DEALS 360 TABLE 437 MICROSOFT: COMPANY OVERVIEW 362 TABLE 438 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 363 TABLE 439 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 365 TABLE 440 MICROSOFT: DEALS 367 TABLE 441 ORACLE: COMPANY OVERVIEW 368 TABLE 442 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 369 TABLE 443 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS 371 TABLE 444 ORACLE: DEALS 372 TABLE 445 SAP: COMPANY OVERVIEW 373 TABLE 446 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 374 TABLE 447 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS 376 TABLE 448 SAP: DEALS 377 TABLE 449 PRIMARY INTERVIEWS 410 TABLE 450 FACTOR ANALYSIS 417 FIGURE 1 ENERGY AND UTILITIES ANALYTICS MARKET SEGMENTATION 40 FIGURE 2 STUDY YEARS CONSIDERED 41 FIGURE 3 MARKET SCENARIO 45 FIGURE 4 GLOBAL ENERGY AND UTILITIES ANALYTICS MARKET, 2021 - 2031 46 FIGURE 5 MAJOR STRATEGIES ADOPTED BY KEY PLAYERS IN ENERGY AND UTILITIES ANALYTICS MARKET, 2021–2026 47 FIGURE 6 DISRUPTIONS INFLUENCING GROWTH OF ENERGY AND UTILITIES ANALYTICS MARKET 48 FIGURE 7 HIGH-GROWTH SEGMENTS IN ENERGY AND UTILITIES ANALYTICS MARKET, 2026–2031 49 FIGURE 8 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN ENERGY AND UTILITIES ANALYTICS MARKET, IN TERMS OF VALUE, DURING FORECAST PERIOD 50 FIGURE 9 GROWING ADOPTION OF AI-DRIVEN AND SMART GRID ANALYTICS SOLUTIONS TO DRIVE OPERATIONAL EFFICIENCY AND GRID MODERNIZATION IN ENERGY AND UTILITIES MARKET 52 FIGURE 10 SUSTAINABILITY & ESG ANALYTICS SEGMENT TO ACCOUNT FOR HIGHEST GROWTH RATE DURING FORECAST PERIOD 53 FIGURE 11 PLATFORM AND POWER UTILITIES TO BE LARGEST RESPECTIVE SEGMENTAL SHAREHOLDERS IN NORTH AMERICAN MARKET IN 2026 53 FIGURE 12 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2026 54 FIGURE 13 ASIA PACIFIC TO DEPICT HIGHEST CAGR IN ENERGY AND UTILITIES ANALYTICS MARKET DURING FORECAST PERIOD 54 FIGURE 14 ENERGY AND UTILITIES ANALYTICS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 55 FIGURE 15 EVOLUTION OF ENERGY AND UTILITIES ANALYTICS 63 FIGURE 16 ENERGY AND UTILITIES ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS 65 FIGURE 17 ENERGY AND UTILITIES ANALYTICS MARKET: SUPPLY CHAIN ANALYSIS 70 FIGURE 18 ENERGY AND UTILITIES ANALYTICS MARKET: ECOSYSTEM ANALYSIS 74 FIGURE 19 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 80 FIGURE 20 LEADING ENERGY AND UTILITIES ANALYTICS STARTUPS, BY FUNDING VALUE (MILLION) AND FUNDING ROUND, UNTIL 2025 81 FIGURE 21 NUMBER OF PATENTS GRANTED, 2016–2025 89 FIGURE 22 REGIONAL ANALYSIS OF PATENTS GRANTED, 2016–2025 92 FIGURE 23 ENERGY AND UTILITIES ANALYTICS MARKET DECISION-MAKING FACTORS 116 FIGURE 24 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END USERS 117 FIGURE 25 KEY BUYING CRITERIA FOR THE TOP THREE END USERS 118 FIGURE 26 ADOPTION BARRIERS & INTERNAL CHALLENGES: ENERGY AND UTILITIES ANALYTICS MARKET 120 FIGURE 27 PLATFORMS SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 124 FIGURE 28 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGEST MARKET IN 2025 126 FIGURE 29 CLOUD SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 132 FIGURE 30 SUSTAINABILITY & ESG ANALYTICS SEGMENT TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 139 FIGURE 31 LARGE INTEGRATED UTILITIES SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 156 FIGURE 32 POWER UTILITIES SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 164 FIGURE 33 ASIA PACIFIC TO LEAD IN TERMS OF MARKET GROWTH 172 FIGURE 34 INDIA TO WITNESS FASTEST GROWTH DURING FORECAST PERIOD 173 FIGURE 35 NORTH AMERICA: ENERGY AND UTILITIES ANALYTICS MARKET SNAPSHOT 175 FIGURE 36 ASIA PACIFIC: ENERGY AND UTILITIES ANALYTICS MARKET SNAPSHOT 216 FIGURE 37 TOP PUBLIC PLAYERS HAVE DOMINATED MARKET OVER LAST FIVE YEARS 290 FIGURE 38 SHARE OF LEADING COMPANIES IN ENERGY AND UTILITIES ANALYTICS MARKET, 2025 292 FIGURE 39 PRODUCT COMPARATIVE ANALYSIS OF ENERGY AND UTILITIES ANALYTICS PLATFORMS 295 FIGURE 40 ENERGY AND UTILITIES ANALYTICS MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2025 298 FIGURE 41 ENERGY AND UTILITIES ANALYTICS MARKET: COMPANY FOOTPRINT (25 PLAYERS), 2025 299 FIGURE 42 ENERGY AND UTILITIES ANALYTICS MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2025 306 FIGURE 43 FINANCIAL METRICS OF KEY VENDORS, 2026 309 FIGURE 44 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS, 2026 309 FIGURE 45 SIEMENS: COMPANY SNAPSHOT 313 FIGURE 46 ABB: COMPANY SNAPSHOT 322 FIGURE 47 GE VERNOVA: COMPANY SNAPSHOT 331 FIGURE 48 AUTODESK: COMPANY SNAPSHOT 338 FIGURE 49 IBM: COMPANY SNAPSHOT 345 FIGURE 50 SCHNEIDER ELECTRIC: COMPANY SNAPSHOT 352 FIGURE 51 GOOGLE: COMPANY SNAPSHOT 357 FIGURE 52 MICROSOFT: COMPANY SNAPSHOT 363 FIGURE 53 ORACLE: COMPANY SNAPSHOT 369 FIGURE 54 SAP: COMPANY SNAPSHOT 374 FIGURE 55 ENERGY AND UTILITIES ANALYTICS MARKET: RESEARCH DESIGN 408 FIGURE 56 BREAKUP OF PRIMARY PROFILES, BY COMPANY TYPE, DESIGNATION, AND REGION 410 FIGURE 57 KEY INDUSTRY INSIGHTS 411 FIGURE 58 DATA TRIANGULATION 412 FIGURE 59 ENERGY AND UTILITIES ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 413 FIGURE 60 APPROACH 1, BOTTOM-UP (SUPPLY-SIDE): REVENUE FROM SOLUTIONS & SERVICES OF ENERGY AND UTILITIES ANALYTICS MARKET 414 FIGURE 61 APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL OFFERINGS OF ENERGY AND UTILITIES ANALYTICS MARKET 415 FIGURE 62 APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL OFFERINGS OF ENERGY AND UTILITIES ANALYTICS MARKET 416 FIGURE 63 APPROACH 4, BOTTOM UP (DEMAND SIDE), SHARE OF ENERGY AND UTILITIES ANALYTICS THROUGH OVERALL ENERGY AND UTILITIES ANALYTICS SPENDING 416 FIGURE 64 STUDY LIMITATIONS 420

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