Smart Grid Analytics Market Size, Share, Growth Analysis, by Offering (Meter analytics, Reliability Analytics, Services), Application (AMI, Load Forecasting, Demand Response, Grid Optimization), Analytics Type and Region - Global Industry Forecast to 2029

Smart Grid Analytics Market Size, Share, Growth Analysis, by Offering (Meter analytics, Reliability Analytics, Services), Application (AMI, Load Forecasting, Demand Response, Grid Optimization), Analytics Type and Region - Global Industry Forecast to 2029



The smart grid analytics market is projected to grow from USD 7.9 billion in 2024 to USD 14.3 billion by 2029, at a compound annual growth rate (CAGR) of 12.4% during the forecast period. Market is anticipated to grow due to the surge in the deployment of intelligent metering systems, growing incidence of aging power grid infrastructure and increasing pursuit of energy efficiency and eco-friendly solutions.

“By application, distributed energy resources management systems (DERMS) segment is expected to register the fastest market growth rate during the forecast period.”

Distributed Energy Resources Management Systems (DERMS) are set to experience the fastest growth in the smart grid analytics market due to the increasing integration of renewable energy sources like solar and wind. As utilities and grid operators seek to optimize the performance and reliability of decentralized energy resources, DERMS provide essential tools for real-time monitoring, control, and analytics. This demand is driven by regulatory pressures for cleaner energy and the need for grid stability, making DERMS a crucial component in modernizing and managing the evolving energy landscape.

“by analytics type, predictive maintenance segment is expected to account for the largest market share during the forecast period.”

Predictive maintenance analytics type will hold the largest market share in the smart grid analytics market due to its critical role in enhancing grid reliability and reducing operational costs. By leveraging advanced data analytics and machine learning, predictive maintenance enables utilities to anticipate and address equipment failures before they occur, minimizing downtime and repair costs. This proactive approach not only improves the efficiency and lifespan of grid infrastructure but also supports regulatory compliance and customer satisfaction, making it an indispensable component for utilities worldwide.

“By Region, Asia Pacific is slated to grow at the fastest rate and North America to have the largest market share during the forecast period.”

The Asia Pacific region is expected to exhibit the fastest growth rate in the smart grid analytics market due to rapid urbanization, increasing energy demand, and government initiatives promoting smart grid technologies. Countries like China, Japan, South Korea, and India are investing heavily in modernizing their energy infrastructures, driving the adoption of smart grid analytics to improve grid efficiency, reliability, and sustainability. Additionally, the region's expanding renewable energy sector and efforts to integrate distributed energy resources further boost demand for advanced analytics solutions. On the other hand, North America is poised to maintain the largest market share in the smart grid analytics market due to its early adoption of smart grid technologies, stringent regulatory standards, and significant investments in grid modernization. The region's mature energy infrastructure and focus on enhancing grid resilience against natural disasters and cybersecurity threats also contribute to its leadership position. Market players can capitalize on these dynamics by tailoring their offerings to address specific regional requirements, such as grid reliability in North America and scalability in Asia Pacific, to effectively capture market share and drive growth.

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 smart grid analytics market.

By Company: Tier I – 35%, Tier II – 45%, and Tier III – 20%

By Designation: C-Level Executives – 35%, D-Level Executives – 25%, and others – 40%

By Region: North America – 40%, Europe – 30%, Asia Pacific – 20%, Middle East & Africa – 5%, and Latin America – 5%

The report includes the study of key players offering smart grid analytics solutions and services. It profiles major vendors in the smart grid analytics market. The major players in the smart grid analytics market include Siemens (Germany), IBM (US), Oracle (US), Schneider Electric (France), GE Vernova (US), Landis+Gyr (Switzerland), Capgemini (France), Infosys (India), SAP (Germany), Honeywell (US), Accenture (Ireland), SAS Institute (US), Itron (US), Autogrid Systems (US), Hive Power (Switzerland), eSmart Systems (Norway), SteamaCo (UK), Grid4C (US), Globema (Poland), SparkMeter (US), Innwatts (US), Amperon (US), Kevala (US), GridPoint (US), Safegrid (Finland), Sentient Energy (US).

Research coverage

This research report categorizes the Smart grid analytics Market by Offering (Software and Services), Software By Type (Meter Analaytics, Operational Analytics, Reliability Analytics), Software By Deployment Mode (Cloud and On-premises), By Services (Professional Services [Training & Consulting, System Integration & Deployment, and Support & Maintenance] and Managed Services), By Organization Size (Small & Medium Businesses and Large Enterprises), By Application (AMI Analytics, Load Forecasting & Demand Response, Grid Optimization, Monitoring, & Management, Distributed Energy Resources Management System, Predictive Maintenance, Energy Theft Detection & Cybersecurity, Voltage, Frequency, & Stability Management, Customer Engagement & Analytics, Visual Analytics, Outage Management & Fault Detection, and Other Applications [Network Management, Capacity Planning, and Microgrid Management]) By Analytics Type (Descriptive Analytics, Diagnostic Analytics, Predictive Analytics, and Prescriptive Analytics), and By Region (North America, Europe, Asia Pacific, Middle East & Africa, and Latin America). The scope of the report covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the smart grid analytics market. A detailed analysis of the key industry players has been done to provide insights into their business overview, solutions, and services; key strategies; contracts, partnerships, agreements, new product & service launches, mergers and acquisitions, and recent developments associated with the smart grid analytics market. Competitive analysis of upcoming startups in the smart grid analytics market ecosystem is covered in this report.

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 smart grid analytics market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (increasing adoption of smart meters, rising number of aging grid infrastructure, growing demand for energy efficiency and sustainability), restraints (shortage of skilled workforce professionals, interoperability constraints, High initial investment and implementation costs), opportunities (boost to the growing smart city initiatives, improved renewable energy integration, Enhanced demand response management), and challenges (data management complexity associated with smart grids, cybersecurity threats, lack of standardization in smart grid analytics landscape).

Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the smart grid analytics market.

Market Development: Comprehensive information about lucrative markets – the report analyses the smart grid analytics market across varied regions.

Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the smart grid analytics market.

Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like Siemens (Germany), IBM (US), Oracle (US), Schneider Electric (France), GE Vernova (US), Landis+Gyr (Switzerland), Capgemini (France), Infosys (India), SAP (Germany), Honeywell (US), Accenture (Ireland), SAS Institute (US), Itron (US), among others in the smart grid analytics market. The report also helps stakeholders understand the pulse of the smart grid analytics market and provides them with information on key market drivers, restraints, challenges, and opportunities.


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
      • INCLUSIONS AND EXCLUSIONS
        • Table INCLUSIONS AND EXCLUSIONS
    • MARKET SCOPE
      • MARKET SEGMENTATION
      • REGIONS COVERED
      • YEARS CONSIDERED
    • CURRENCY CONSIDERED
      • Table USD EXCHANGE RATES, 2019–2023
    • STAKEHOLDERS
    • SUMMARY OF CHANGES
      • IMPACT OF RECESSION
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
        • Table PRIMARY INTERVIEWS
    • MARKET SIZE ESTIMATION
      • TOP-DOWN APPROACH
      • BOTTOM-UP APPROACH
    • DATA TRIANGULATION
    • MARKET FORECAST
      • Table FACTOR ANALYSIS
    • RESEARCH ASSUMPTIONS
      • Table ASSUMPTIONS
    • STUDY LIMITATIONS
    • IMPLICATIONS OF RECESSION ON SMART GRID ANALYTICS MARKET
      • Table IMPACT OF RECESSION ON GLOBAL SMART GRID ANALYTICS MARKET
  • EXECUTIVE SUMMARY
    • Table GLOBAL SMART GRID ANALYTICS MARKET SIZE AND GROWTH RATE, 2020–2023 (USD MILLION, Y-O-Y)
    • Table GLOBAL SMART GRID ANALYTICS MARKET SIZE AND GROWTH RATE, 2024–2029 (USD MILLION, Y-O-Y)
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES IN SMART GRID ANALYTICS MARKET
    • SMART GRID ANALYTICS MARKET: TOP THREE APPLICATIONS
    • NORTH AMERICA: SMART GRID ANALYTICS MARKET, BY SOFTWARE TYPE AND APPLICATION
    • SMART GRID ANALYTICS MARKET, BY REGION
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • SMART GRID COMMUNICATION NETWORK LEVELS
      • WIDE AREA NETWORK (WAN)
      • FIELD AREA NETWORK (FAN)
      • HOME AREA NETWORK (HAN)
    • SUPPLY CHAIN ANALYSIS
      • Table SMART GRID ANALYTICS MARKET: SUPPLY CHAIN ANALYSIS
    • ECOSYSTEM ANALYSIS
      • Table SMART GRID ANALYTICS MARKET: ECOSYSTEM
      • SMART GRID ANALYTICS SOFTWARE PROVIDERS
      • SMART GRID ANALYTICS SERVICE PROVIDERS
      • CYBERSECURITY SERVICE PROVIDERS
      • SYSTEM INTEGRATORS
      • END USERS
      • GOVERNMENT & REGULATORY BODIES
    • CASE STUDY ANALYSIS
      • TAMPA ELECTRIC USED ITRON’S EXPERTISE TO EXPLORE VALUE OF DISTRIBUTED INTELLIGENCE
      • GEXA ENERGY PARTNERED WITH AUTOGRID TO OFFER NEW DEMAND RESPONSE PROGRAMS IN ERCOT
      • AEM EDUCATED AND EMPOWERED CONSUMERS BY MAKING THEM ACTIVELY RESPONSIBLE FOR THEIR OWN ENERGY SAVINGS
      • DATA ANALYTICS BY SIEMENS LED TO BETTER GRID LOAD PREDICTION FOR KONSTANT (NRGI)
      • ORACLE UTILITIES NMS PROVIDED WITH MORE HOLISTIC VIEW OF NETWORK FOR BETTER DECISION-MAKING
    • TECHNOLOGY ANALYSIS
      • KEY TECHNOLOGIES
      • COMPLEMENTARY TECHNOLOGIES
      • ADJACENT TECHNOLOGIES
    • REGULATORY LANDSCAPE
      • REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • REGULATIONS: SMART GRID ANALYTICS
    • PATENT ANALYSIS
      • METHODOLOGY
      • PATENTS FILED, BY DOCUMENT TYPE
        • Table PATENTS FILED, 2013–2023
      • INNOVATION AND PATENT APPLICATIONS
        • Table TOP 20 PATENT OWNERS IN SMART GRID ANALYTICS MARKET, 2013–2023
        • Table LIST OF FEW PATENTS IN SMART GRID ANALYTICS MARKET, 2022–2023
    • PORTER’S FIVE FORCES ANALYSIS
      • Table IMPACT OF PORTER’S FIVE FORCES ON SMART GRID ANALYTICS MARKET
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITION RIVALRY
  • SMART GRID ANALYTICS MARKET, BY OFFERING
    • INTRODUCTION
      • OFFERING: SMART GRID ANALYTICS MARKET DRIVERS
        • Table SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
    • SOFTWARE
      • Table SMART GRID ANALYTICS SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
      • Table SMART GRID ANALYTICS SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
      • SOFTWARE MARKET, BY TYPE
        • Table SMART GRID ANALYTICS SOFTWARE MARKET, BY TYPE, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS SOFTWARE MARKET, BY TYPE, 2024–2029 (USD MILLION)
        • Table METER ANALYTICS SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table METER ANALYTICS SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
        • Table OPERATIONAL ANALYTICS SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table OPERATIONAL ANALYTICS SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
        • Table RELIABILITY ANALYTICS SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table RELIABILITY ANALYTICS SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
      • SOFTWARE MARKET, BY DEPLOYMENT MODE
        • Table SMART GRID ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
        • Table CLOUD-BASED SMART GRID ANALYTICS SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table CLOUD-BASED SMART GRID ANALYTICS SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
        • Table ON-PREMISE SMART GRID ANALYTICS SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table ON-PREMISE SMART GRID ANALYTICS SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)
    • SERVICES
      • Table SMART GRID ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION)
      • Table SMART GRID ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION)
      • Table SMART GRID ANALYTICS SERVICES MARKET, BY REGION, 2019–2023 (USD MILLION)
      • Table SMART GRID ANALYTICS SERVICES MARKET, BY REGION, 2024–2029 (USD MILLION)
      • PROFESSIONAL SERVICES
        • Table SMART GRID ANALYTICS SERVICES MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS SERVICES MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION)
        • Table SMART GRID ANALYTICS PROFESSIONAL SERVICES MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS PROFESSIONAL SERVICES MARKET, BY REGION, 2024–2029 (USD MILLION)
        • Table SMART GRID ANALYTICS TRAINING & CONSULTING SERVICES MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS TRAINING & CONSULTING SERVICES MARKET, BY REGION, 2024–2029 (USD MILLION)
        • Table SMART GRID ANALYTICS SYSTEM INTEGRATION & DEPLOYMENT SERVICES MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS SYSTEM INTEGRATION & DEPLOYMENT SERVICES MARKET, BY REGION, 2024–2029 (USD MILLION)
        • Table SMART GRID ANALYTICS SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2024–2029 (USD MILLION)
      • MANAGED SERVICES
        • Table SMART GRID ANALYTICS MANAGED SERVICES MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MANAGED SERVICES MARKET, BY REGION, 2024–2029 (USD MILLION)
  • SMART GRID ANALYTICS MARKET, BY ORGANIZATION SIZE
    • INTRODUCTION
      • ORGANIZATION SIZE: SMART GRID ANALYTICS MARKET DRIVERS
        • Table SMART GRID ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION)
    • SMALL & MEDIUM BUSINESSES
      • GROWING ADOPTION OF CLOUD-BASED SMART GRID ANALYTICS PLATFORMS AMONG SMBS
        • Table SMART GRID ANALYTICS MARKET FOR SMALL & MEDIUM BUSINESSES, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET FOR SMALL & MEDIUM BUSINESSES, BY REGION, 2024–2029 (USD MILLION)
    • LARGE ENTERPRISES
      • ADVANCED DATA ANALYTICS AND AI TO ANALYZE VAST AMOUNTS OF DATA GENERATED BY SMART GRIDS
        • Table SMART GRID ANALYTICS MARKET FOR LARGE ENTERPRISES, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET FOR LARGE ENTERPRISES, BY REGION, 2024–2029 (USD MILLION)
  • SMART GRID ANALYTICS MARKET, BY APPLICATION
    • INTRODUCTION
      • APPLICATION: SMART GRID ANALYTICS MARKET DRIVERS
        • Table SMART GRID ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION)
    • AMI ANALYTICS
      • ENHANCING CUSTOMER ENGAGEMENT AND SATISFACTION BY UTILIZING ANALYTICS FOR SMART METERS
        • Table SMART GRID ANALYTICS MARKET IN AMI ANALYTICS, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET IN AMI ANALYTICS, BY REGION, 2024–2029 (USD MILLION)
    • LOAD FORECASTING & DEMAND RESPONSE
      • ANTICIPATION OF DEMAND FLUCTUATIONS TO PREVENT GRID OVERLOADS AND REDUCE LIKELIHOOD OF BLACKOUTS
        • Table SMART GRID ANALYTICS MARKET IN LOAD FORECASTING & DEMAND RESPONSE, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET IN LOAD FORECASTING & DEMAND RESPONSE, BY REGION, 2024–2029 (USD MILLION)
    • GRID OPTIMIZATION, MONITORING, AND MANAGEMENT
      • HELPING UTILITIES MAINTAIN HIGH SERVICE RELIABILITY WHILE OPTIMIZING OPERATIONAL COSTS AND SUPPORTING ENVIRONMENTAL GOALS
        • Table SMART GRID ANALYTICS MARKET IN GRID OPTIMIZATION, MONITORING, AND MANAGEMENT, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET IN GRID OPTIMIZATION, MONITORING, AND MANAGEMENT, BY REGION, 2024–2029 (USD MILLION)
    • DISTRIBUTED ENERGY RESOURCES MANAGEMENT SYSTEMS
      • ENABLING UTILITIES AND GRID OPERATORS TO MONITOR, CONTROL, AND OPTIMIZE PERFORMANCE OF THESE ENERGY SOURCES
        • Table SMART GRID ANALYTICS MARKET IN DISTRIBUTED ENERGY RESOURCES MANAGEMENT SYSTEMS, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET IN DISTRIBUTED ENERGY RESOURCES MANAGEMENT SYSTEMS, BY REGION, 2024–2029 (USD MILLION)
    • PREDICTIVE MAINTENANCE
      • COST OPTIMIZATION BY REDUCING NEED FOR EMERGENCY REPAIRS AND OPTIMIZING RESOURCE ALLOCATION
        • Table SMART GRID ANALYTICS MARKET IN PREDICTIVE MAINTENANCE, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET IN PREDICTIVE MAINTENANCE, BY REGION, 2024–2029 (USD MILLION)
    • ENERGY THEFT DETECTION & CYBERSECURITY
      • SWIFT RESPONSE TO THREATS, MITIGATION OF RISKS, AND IMPLEMENTATION OF ROBUST SECURITY MEASURES BY LEVERAGING ADVANCED ANALYTICS
        • Table SMART GRID ANALYTICS MARKET IN ENERGY THEFT DETECTION & CYBERSECURITY, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET IN ENERGY THEFT DETECTION & CYBERSECURITY, BY REGION, 2024–2029 (USD MILLION)
    • VOLTAGE, FREQUENCY, AND STABILITY MANAGEMENT
      • MAINTAINING RELIABILITY AND EFFICIENCY OF ELECTRICAL GRID BY EMPLOYING SMART GRID ANALYTICS
        • Table SMART GRID ANALYTICS MARKET IN VOLTAGE, FREQUENCY, AND STABILITY MANAGEMENT, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET IN VOLTAGE, FREQUENCY, AND STABILITY MANAGEMENT, BY REGION, 2024–2029 (USD MILLION)
    • CUSTOMER ENGAGEMENT & ANALYTICS
      • LEVERAGING ADVANCED DATA ANALYTICS TO GAIN INSIGHTS INTO CUSTOMER BEHAVIOR, PREFERENCES, AND ENERGY CONSUMPTION PATTERNS
        • Table SMART GRID ANALYTICS MARKET IN CUSTOMER ENGAGEMENT & ANALYTICS, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET IN CUSTOMER ENGAGEMENT & ANALYTICS, BY REGION, 2024–2029 (USD MILLION)
    • VISUAL ANALYTICS
      • NEED TO IDENTIFY PATTERNS, TRENDS, AND ANOMALIES IN ENERGY CONSUMPTION
        • Table SMART GRID ANALYTICS MARKET IN VISUAL ANALYTICS, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET IN VISUAL ANALYTICS, BY REGION, 2024–2029 (USD MILLION)
    • OUTAGE MANAGEMENT & FAULT DETECTION
      • ABILITY TO QUICKLY DETECT ANOMALIES, PINPOINT LOCATION OF FAULTS, AND PREDICT POTENTIAL FAILURES
        • Table SMART GRID ANALYTICS MARKET IN OUTAGE MANAGEMENT & FAULT DETECTION, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET IN OUTAGE MANAGEMENT & FAULT DETECTION, BY REGION, 2024–2029 (USD MILLION)
    • OTHER APPLICATIONS
      • Table SMART GRID ANALYTICS MARKET IN OTHER APPLICATIONS, BY REGION, 2019–2023 (USD MILLION)
      • Table SMART GRID ANALYTICS MARKET IN OTHER APPLICATIONS, BY REGION, 2024–2029 (USD MILLION)
  • SMART GRID ANALYTICS MARKET, BY ANALYTICS TYPE
    • INTRODUCTION
      • ANALYTICS TYPE: SMART GRID ANALYTICS MARKET DRIVERS
        • Table SMART GRID ANALYTICS MARKET, BY ANALYTICS TYPE, 2019–2023 (USD MILLION)
        • Table SMART GRID ANALYTICS MARKET, BY ANALYTICS TYPE, 2024–2029 (USD MILLION)
    • DESCRIPTIVE ANALYTICS
      • LEVERAGING DATA AGGREGATION AND DATA MINING TECHNIQUES TO PROVIDE INSIGHTFUL SUMMARIES AND VISUALIZATIONS
        • Table SMART GRID DESCRIPTIVE ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID DESCRIPTIVE ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
    • DIAGNOSTIC ANALYTICS
      • UNCOVERING ROOT CAUSES OF ISSUES SUCH AS POWER OUTAGES AND EQUIPMENT FAILURES WITH DIAGNOSTIC ANALYTICS
        • Table SMART GRID DIAGNOSTIC ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID DIAGNOSTIC ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
    • PREDICTIVE ANALYTICS
      • ENABLING FORECASTING OF ENERGY DEMAND, DETECTING ANOMALIES, AND PREVENTING FAILURES
        • Table SMART GRID PREDICTIVE ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID PREDICTIVE ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
    • PRESCRIPTIVE ANALYTICS
      • PROVIDING SOPHISTICATED LEVEL OF DATA ANALYSIS FOR ACTIONABLE RECOMMENDATIONS
        • Table SMART GRID PRESCRIPTIVE ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table SMART GRID PRESCRIPTIVE ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
  • SMART GRID ANALYTICS MARKET, BY REGION
    • INTRODUCTION
      • Table SMART GRID ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)
      • Table SMART GRID ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)
    • NORTH AMERICA
      • NORTH AMERICA: SMART GRID ANALYTICS MARKET DRIVERS
      • NORTH AMERICA: RECESSION IMPACT
        • Table NORTH AMERICA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table NORTH AMERICA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
        • Table NORTH AMERICA: SMART GRID ANALYTICS SOFTWARE MARKET, BY TYPE, 2019–2023 (USD MILLION)
        • Table NORTH AMERICA: SMART GRID ANALYTICS SOFTWARE MARKET, BY TYPE, 2024–2029 (USD MILLION)
        • Table NORTH AMERICA: SMART GRID ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
        • Table NORTH AMERICA: SMART GRID ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
        • Table NORTH AMERICA: SMART GRID ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION)
        • Table NORTH AMERICA: SMART GRID ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION)
        • Table NORTH AMERICA: SMART GRID ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION)
        • Table NORTH AMERICA: SMART GRID ANALYTICS MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION)
        • Table NORTH AMERICA: SMART GRID ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
        • Table NORTH AMERICA: SMART GRID ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION)
        • Table NORTH AMERICA: SMART GRID ANALYTICS MARKET, BY ANALYTICS TYPE, 2019–2023 (USD MILLION)
        • Table NORTH AMERICA: SMART GRID ANALYTICS MARKET, BY ANALYTICS TYPE, 2024–2029 (USD MILLION)
        • Table NORTH AMERICA: SMART GRID ANALYTICS MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
        • Table NORTH AMERICA: SMART GRID ANALYTICS MARKET, BY COUNTRY, 2024–2029 (USD MILLION)
      • US
        • Table US: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table US: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • CANADA
        • Table CANADA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table CANADA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
    • EUROPE
      • EUROPE: SMART GRID ANALYTICS MARKET DRIVERS
      • EUROPE: RECESSION IMPACT
        • Table EUROPE: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table EUROPE: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
        • Table EUROPE: SMART GRID ANALYTICS SOFTWARE MARKET, BY TYPE, 2019–2023 (USD MILLION)
        • Table EUROPE: SMART GRID ANALYTICS SOFTWARE MARKET, BY TYPE, 2024–2029 (USD MILLION)
        • Table EUROPE: SMART GRID ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
        • Table EUROPE: SMART GRID ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
        • Table EUROPE: SMART GRID ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION)
        • Table EUROPE: SMART GRID ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION)
        • Table EUROPE: SMART GRID ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION)
        • Table EUROPE: SMART GRID ANALYTICS MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION)
        • Table EUROPE: SMART GRID ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
        • Table EUROPE: SMART GRID ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION)
        • Table EUROPE: SMART GRID ANALYTICS MARKET, BY ANALYTICS TYPE, 2019–2023 (USD MILLION)
        • Table EUROPE: SMART GRID ANALYTICS MARKET, BY ANALYTICS TYPE, 2024–2029 (USD MILLION)
        • Table EUROPE: SMART GRID ANALYTICS MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
        • Table EUROPE: SMART GRID ANALYTICS MARKET, BY COUNTRY, 2024–2029 (USD MILLION)
      • UK
        • Table UK: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table UK: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • GERMANY
        • Table GERMANY: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table GERMANY: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • FRANCE
        • Table FRANCE: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table FRANCE: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • ITALY
        • Table ITALY: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table ITALY: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • SPAIN
        • Table SPAIN: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table SPAIN: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • REST OF EUROPE
        • Table REST OF EUROPE: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table REST OF EUROPE: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
    • ASIA PACIFIC
      • ASIA PACIFIC: SMART GRID ANALYTICS MARKET DRIVERS
      • ASIA PACIFIC: RECESSION IMPACT
        • Table ASIA PACIFIC: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table ASIA PACIFIC: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
        • Table ASIA PACIFIC: SMART GRID ANALYTICS SOFTWARE MARKET, BY TYPE, 2019–2023 (USD MILLION)
        • Table ASIA PACIFIC: SMART GRID ANALYTICS SOFTWARE MARKET, BY TYPE, 2024–2029 (USD MILLION)
        • Table ASIA PACIFIC: SMART GRID ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
        • Table ASIA PACIFIC: SMART GRID ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
        • Table ASIA PACIFIC: SMART GRID ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION)
        • Table ASIA PACIFIC: SMART GRID ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION)
        • Table ASIA PACIFIC: SMART GRID ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION)
        • Table ASIA PACIFIC: SMART GRID ANALYTICS MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION)
        • Table ASIA PACIFIC: SMART GRID ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
        • Table ASIA PACIFIC: SMART GRID ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION)
        • Table ASIA PACIFIC: SMART GRID ANALYTICS MARKET, BY ANALYTICS TYPE, 2019–2023 (USD MILLION)
        • Table ASIA PACIFIC: SMART GRID ANALYTICS MARKET, BY ANALYTICS TYPE, 2024–2029 (USD MILLION)
        • Table ASIA PACIFIC: SMART GRID ANALYTICS MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
        • Table ASIA PACIFIC: SMART GRID ANALYTICS MARKET, BY COUNTRY, 2024–2029 (USD MILLION)
      • CHINA
        • Table CHINA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table CHINA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • INDIA
        • Table INDIA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table INDIA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • JAPAN
        • Table JAPAN: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table JAPAN: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • SOUTH KOREA
        • Table SOUTH KOREA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table SOUTH KOREA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • AUSTRALIA & NEW ZEALAND
        • Table AUSTRALIA & NEW ZEALAND: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table AUSTRALIA & NEW ZEALAND: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • REST OF ASIA PACIFIC
        • Table REST OF ASIA PACIFIC: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table REST OF ASIA PACIFIC: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
    • MIDDLE EAST & AFRICA
      • MIDDLE EAST & AFRICA: SMART GRID ANALYTICS MARKET DRIVERS
      • MIDDLE EAST & AFRICA: RECESSION IMPACT
        • Table MIDDLE EAST & AFRICA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: SMART GRID ANALYTICS SOFTWARE MARKET, BY TYPE, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: SMART GRID ANALYTICS SOFTWARE MARKET, BY TYPE, 2024–2029 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: SMART GRID ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: SMART GRID ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: SMART GRID ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: SMART GRID ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: SMART GRID ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: SMART GRID ANALYTICS MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: SMART GRID ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: SMART GRID ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: SMART GRID ANALYTICS MARKET, BY ANALYTICS TYPE, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: SMART GRID ANALYTICS MARKET, BY ANALYTICS TYPE, 2024–2029 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: SMART GRID ANALYTICS MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: SMART GRID ANALYTICS MARKET, BY COUNTRY, 2024–2029 (USD MILLION)
      • SAUDI ARABIA
        • Table SAUDI ARABIA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table SAUDI ARABIA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • UAE
        • Table UAE: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table UAE: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • SOUTH AFRICA
        • Table SOUTH AFRICA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table SOUTH AFRICA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • REST OF MIDDLE EAST & AFRICA
        • Table REST OF MIDDLE EAST & AFRICA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table REST OF MIDDLE EAST & AFRICA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
    • LATIN AMERICA
      • LATIN AMERICA: SMART GRID ANALYTICS MARKET DRIVERS
      • LATIN AMERICA: RECESSION IMPACT
        • Table LATIN AMERICA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
        • Table LATIN AMERICA: SMART GRID ANALYTICS SOFTWARE MARKET, BY TYPE, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: SMART GRID ANALYTICS SOFTWARE MARKET, BY TYPE, 2024–2029 (USD MILLION)
        • Table LATIN AMERICA: SMART GRID ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: SMART GRID ANALYTICS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)
        • Table LATIN AMERICA: SMART GRID ANALYTICS MARKET, BY SERVICE, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: SMART GRID ANALYTICS MARKET, BY SERVICE, 2024–2029 (USD MILLION)
        • Table LATIN AMERICA: SMART GRID ANALYTICS MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: SMART GRID ANALYTICS MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION)
        • Table LATIN AMERICA: SMART GRID ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: SMART GRID ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION)
        • Table LATIN AMERICA: SMART GRID ANALYTICS MARKET, BY ANALYTICS TYPE, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: SMART GRID ANALYTICS MARKET, BY ANALYTICS TYPE, 2024–2029 (USD MILLION)
        • Table LATIN AMERICA: SMART GRID ANALYTICS MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
        • Table LATIN AMERICA: SMART GRID ANALYTICS MARKET, BY COUNTRY, 2024–2029 (USD MILLION)
      • BRAZIL
        • Table BRAZIL: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table BRAZIL: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • MEXICO
        • Table MEXICO: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table MEXICO: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
      • REST OF LATIN AMERICA
        • Table REST OF LATIN AMERICA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)
        • Table REST OF LATIN AMERICA: SMART GRID ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • KEY PLAYER STRATEGIES
      • Table OVERVIEW OF STRATEGIES ADOPTED BY KEY SMART GRID ANALYTICS VENDORS
    • REVENUE ANALYSIS
    • MARKET SHARE ANALYSIS
      • Table SMART GRID ANALYTICS MARKET: DEGREE OF COMPETITION
    • COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
      • COMPANY FOOTPRINT: KEY PLAYERS, 2023
        • Table REGIONAL FOOTPRINT (13 COMPANIES), 2023
        • Table OFFERING FOOTPRINT (13 COMPANIES), 2023
        • Table APPLICATION FOOTPRINT (13 COMPANIES), 2023
        • Table ANALYTICS TYPE FOOTPRINT (13 COMPANIES), 2023
    • COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
      • COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023
        • Table SMART GRID ANALYTICS MARKET: DETAILED LIST OF KEY STARTUPS/SMES, 2023
        • Table SMART GRID ANALYTICS MARKET: COMPETITIVE BENCHMARKING OF STARTUPS/SMES, 2023
    • COMPETITIVE SCENARIO AND TRENDS
      • PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SMART GRID ANALYTICS MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2021–MAY 2024
      • DEALS
        • Table SMART GRID ANALYTICS MARKET: DEALS, JANUARY 2021–MAY 2024
  • COMPANY PROFILES
    • INTRODUCTION
    • KEY PLAYERS
      • SIEMENS
        • Table SIEMENS: BUSINESS OVERVIEW
        • Table SIEMENS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table SIEMENS: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SIEMENS: DEALS
      • IBM
        • Table IBM: BUSINESS OVERVIEW
        • Table IBM: SOLUTIONS/SERVICES OFFERED
        • Table IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table IBM: DEALS
      • ORACLE
        • Table ORACLE: BUSINESS OVERVIEW
        • Table ORACLE: SOLUTIONS/SERVICES OFFERED
        • Table ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table ORACLE: DEALS
      • GE VERNOVA
        • Table GE VERNOVA: BUSINESS OVERVIEW
        • Table GE VERNOVA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table GE VERNOVA: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table GE VERNOVA: DEALS
      • SCHNEIDER ELECTRIC
        • Table SCHNEIDER ELECTRIC: BUSINESS OVERVIEW
        • Table SCHNEIDER ELECTRIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table SCHNEIDER ELECTRIC: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SCHNEIDER ELECTRIC: DEALS
      • LANDIS+GYR
        • Table LANDIS+GYR: BUSINESS OVERVIEW
        • Table LANDIS+GYR: SOLUTIONS/SERVICES OFFERED
        • Table LANDIS+GYR: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table LANDIS+GYR: DEALS
      • ITRON
        • Table ITRON: BUSINESS OVERVIEW
        • Table ITRON: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table ITRON: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table ITRON: DEALS
      • SAP
        • Table SAP: BUSINESS OVERVIEW
        • Table SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
      • SAS INSTITUTE
        • Table SAS INSTITUTE: BUSINESS OVERVIEW
        • Table SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SAS INSTITUTE: DEALS
      • HONEYWELL
        • Table HONEYWELL: BUSINESS OVERVIEW
        • Table HONEYWELL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table HONEYWELL: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table HONEYWELL: DEALS
      • CAPGEMINI
      • ACCENTURE
      • INFOSYS
    • STARTUP/SME PROFILES
      • AUTOGRID SYSTEMS
      • HIVE POWER
      • ESMART SYSTEMS
      • STEAMACO
      • GRID4C
      • GLOBEMA
      • SPARKMETER
      • INNOWATTS
      • AMPERON
      • KEVALA
      • GRIDPOINT
      • SAFEGRID
      • SENTIENT ENERGY
  • ADJACENT AND RELATED MARKETS
    • INTRODUCTION
    • PREDICTIVE MAINTENANCE MARKET - GLOBAL INDUSTRY FORECAST TO 2029
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE, 2019–2023 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE, 2024–2029 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2024–2029 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION)
        • Table PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION)
    • PRESCRIPTIVE ANALYTICS MARKET - GLOBAL INDUSTRY FORECAST TO 2026
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table PRESCRIPTIVE ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)
        • Table PRESCRIPTIVE ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
        • Table PRESCRIPTIVE ANALYTICS MARKET, BY APPLICATION, 2015–2020 (USD MILLION)
        • Table PRESCRIPTIVE ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)
        • Table PRESCRIPTIVE ANALYTICS MARKET, BY BUSINESS FUNCTION, 2015–2020 (USD MILLION)
        • Table PRESCRIPTIVE ANALYTICS MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
        • Table PRESCRIPTIVE ANALYTICS MARKET, BY VERTICAL, 2015–2020 (USD MILLION)
        • Table PRESCRIPTIVE ANALYTICS MARKET, BY VERTICAL, 2021–2026 (USD MILLION)
        • Table PRESCRIPTIVE ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION)
        • Table PRESCRIPTIVE ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
    • CUSTOMIZATION OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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