Artificial Intelligence in Energy Market by Application, End Use

Description

List of Tables

The AI in energy market is estimated at USD 8.91 billion in 2024 to USD 58.66 billion by 2030, at a Compound Annual Growth Rate (CAGR) of 36.9%. AI-based methods and ML techniques are expected to help buildings run more efficiently and provide greater comfort levels to occupants. Buildings and HVAC systems have been designed, constructed, and commissioned as fixed systems and with static environmental assumptions. This can lead to inefficiencies because building use, occupancy, and environmental factors change over time. AI can be applied to parse data collected by building systems and integrate with controls to continuously adjust setpoints to optimize HVAC performance while maintaining or improving occupant comfort. AI-based methods can provide additional. Controls to the operators, enabling increased load flexibility of buildings for participation in Virtual Power Plants (VPPs).

Scope of the Report
Years Considered for the Study	2019-2030
Base Year	2024
Forecast Period	2024-2030
Units Considered	USD (Billion)
Segments	By offering, by energy typ, by application, by end use
Regions covered	North America, Europe, Asia Pacific, Middle East & Africa, and Latin America.

"By energy type, conventional energy segment to hold the largest market size during the forecast period."

Artificial intelligence is increasingly being integrated into the more traditional energy sectors such as coal, oil, natural gas, and nuclear energy to make it much more efficient, safe, and sustainable. In fossil fuel-based energy generation, AI optimizes resource extraction, improves plant performance, and enables predictive maintenance that reduces downtime and operational costs. Using coal, oil, and natural gas, AI systems can forecast demand fluctuations, adjust supply levels, and monitor emissions, helping operators comply with environmental regulations. With nuclear energy, AI ensures safety by monitoring reactor conditions and predicting anomalies while automating response mechanisms, hence increasing the overall plant reliability. In addition, AI use supports the development of better extracting processes and fewer operational risks in other conventional energy sources, such as peat, oil shale, and tar sands, toward sustainability in energy production. In doing so, AI is redefining the conventional energy landscape, ensuring it is more efficient, safe, and environmentally friendly.

"The services segment to register the fastest growth rate during the forecast period."

In the AI-driven energy sector, services such as training, consulting, deploying, integrating systems, supporting, and maintenance are critical for operation optimization in generation, distribution, and consumption across an entire power system. Professional services aid energy companies in identifying specific needs using AI solutions, with potential expertise in grid optimization, energy forecasting, and smart grid management. Deployment and integration services guarantee the smooth integration of AI systems with existing energy infrastructures. Support and maintenance ensure that the AI-powered solutions stay up and running with swift troubleshooting and updates, ensuring maximum uptime. Managed services allow energy companies to step back from AI solutions, as external providers handle them to improve efficiency and minimize operational costs. Together, these services empower energy organizations to use AI technologies holistically to drive operational excellence and innovation across the value chain.

"Asia Pacific to hold the highest market growth rate during the forecast period."

In October 2023, BluWave-ai expanded its business in the Japanese market using AI-driven energy optimization technology. BluWave-ai introduced its technology from global AI deployments to enable the energy transition in Japan by optimizing energy at industrial grid-attached plants with solar generation and battery storage. It partnered with Japanese engineering companies and completed a project at an industrial R&D center. The work included optimization of rooftop solar, battery storage, and biomass generation systems. The Smart Grid Optimizer did some incredible feats such as 20% peak demand reduction, 100% utilization of renewable energy without reverse power flow and significant savings in energy costs. By November 2024, ZTE Corporation and China Mobile developed an AI-driven Green Telco Cloud that dynamically adjusts computing resources using load-based network adjustments toward making energy use in telecommunications networks optimal. In China in November 2024, ZTE Corporation and China Mobile developed an AI-driven Green Telco Cloud that makes energy use in telecommunications networks optimal with load-based network adjustments dynamically adjusting computing resources.

In-depth interviews have been conducted with chief executive officers (CEOs), Directors, and other executives from various key organizations operating in the AI in energy market.

By Company Type: Tier 1 - 40%, Tier 2 - 35%, and Tier 3 - 25%
By Designation: Directors -25%, Managers - 35%, and Others - 40%
By Region: North America - 37%, Europe - 42%, Asia Pacific - 21

The major players in the AI in energy market include Schneider Electric SE (France), GE Vernova (US), ABB Ltd (Switzerland), Honeywell International (US), Siemens AG (Germany), AWS (US), IBM (US), Microsoft (US), Oracle (US), Vestas Wind Systems A/S (Denmark), Atos zData (US), C3.ai (US), Tesla (US), Alpiq (Switzerland), Enel group (Italy), Origami Energy (UK), Innowatts (US), Irasus technologies (India), Grid4C (US), Uplight (US), GridBeyond (Ireland), eSmart Systems (Norway), Ndustrial (US), Datategy (France), Omdena (US). These players have adopted various growth strategies, such as partnerships, agreements and collaborations, new product launches, enhancements, and acquisitions to expand their AI in energy market footprint.

Research Coverage

The market study covers the AI in energy market size across different segments. It aims at estimating the market size and the growth potential across various segments, including by offering (solutions and services (professional services, managed services) by energy type (conventional energy (fossil fuels, nuclear energy, other conventional energy types) renewable energy (solar, wind, hydropower, biomass, other renewable energy types) by type (Generative AI, other AI), by application (energy demand forecasting, grid optimization & management, energy storage optimization , renewables integration , energy trading & market forecasting, energy sustainability management, disaster resilience and recovery, other applications (energy theft detection and customer management)) by end use (generation, transmission , distribution, consumption(commercial, industrial)) and Region (North America, Europe, Asia Pacific, Middle East & Africa, and Latin America). The study includes an in-depth competitive analysis of the leading market players, their company profiles, key observations related to product and business offerings, recent developments, and market strategies.

Key Benefits of Buying the Report

The report will help the market leaders/new entrants with information on the closest approximations of the global AI in energy market's revenue numbers and subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. Moreover, the report will provide insights for stakeholders to understand the market's pulse and provide them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (energy market volatility and risk management, rising consumer demand for smart energy solutions, AI-Powered robots increasing energy sector worker safety), restraints (data privacy and security, high implementation cost) opportunities (increasing shift towards carbon emission reduction and sustainability, renewable energy integration), and challenges (insufficient real-time energy data limiting the training and deployment of AI models, lack of skilled professionals in AI and energy analytics.) influencing the growth of the AI in energy market.

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

Market Development: The report provides comprehensive information about lucrative markets and analyses the AI in energy market across various regions.

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

Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading include include Schneider Electric SE (France), GE Vernova (US), ABB Ltd (Switzerland), Honeywell International (US), Siemens AG (Germany), AWS (US), IBM (US), Microsoft (US), Oracle (US), Vestas Wind Systems A/S (Denmark), Atos zData (US), C3.ai (US), Tesla (US), Alpiq (Switzerland), Enel group (Italy), Origami Energy (UK), Innowatts (US), Irasus technologies (India), Grid4C (US), Uplight (US), GridBeyond (Ireland), eSmart Systems (Norway), Ndustrial (US), Datategy (France), Omdena (US).

Product Code: TC 9250

1 INTRODUCTION

1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
1.3 STUDY SCOPE
- 1.3.1 MARKET SEGMENTATION
- 1.3.2 INCLUSIONS AND EXCLUSIONS
1.4 YEARS CONSIDERED
1.5 CURRENCY CONSIDERED
1.6 STAKEHOLDERS

2 RESEARCH METHODOLOGY

2.1 RESEARCH DATA
- 2.1.1 SECONDARY DATA
- 2.1.2 PRIMARY DATA
  - 2.1.2.1 Primary interviews with experts
  - 2.1.2.2 Breakdown of primary profiles
  - 2.1.2.3 Key insights from industry experts
2.2 MARKET SIZE ESTIMATION
- 2.2.1 TOP-DOWN APPROACH
- 2.2.2 BOTTOM-UP APPROACH
- 2.2.3 AI IN ENERGY MARKET ESTIMATION: DEMAND-SIDE ANALYSIS
2.3 DATA TRIANGULATION
2.4 LIMITATIONS AND RISK ASSESSMENT
2.5 RESEARCH ASSUMPTIONS
2.6 RESEARCH LIMITATIONS

3 EXECUTIVE SUMMARY

4 PREMIUM INSIGHTS

4.1 OPPORTUNITIES FOR KEY PLAYERS IN AI IN ENERGY MARKET
4.2 AI IN ENERGY MARKET, BY OFFERING
4.3 AI IN ENERGY MARKET, BY SERVICE
4.4 AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE
4.5 AI IN ENERGY MARKET, BY APPLICATION
4.6 AI IN ENERGY MARKET, BY ENERGY TYPE
4.7 AI IN ENERGY MARKET, BY END USE
4.8 AI IN ENERGY MARKET, BY TYPE
4.9 NORTH AMERICA: AI IN ENERGY MARKET, BY OFFERING AND END USE

5 MARKET OVERVIEW AND INDUSTRY TRENDS

5.1 INTRODUCTION
5.2 MARKET DYNAMICS
- 5.2.1 DRIVERS
  - 5.2.1.1 Energy market volatility and risk management
  - 5.2.1.2 Rising consumer demand for smart energy solutions
  - 5.2.1.3 AI-powered robots increasing energy sector worker safety
- 5.2.2 RESTRAINTS
  - 5.2.2.1 Data privacy and security
  - 5.2.2.2 High implementation costs
- 5.2.3 OPPORTUNITIES
  - 5.2.3.1 Increasing shift toward carbon emission reduction and sustainability
  - 5.2.3.2 Renewable energy integration
- 5.2.4 CHALLENGES
  - 5.2.4.1 Insufficient real-time energy data limiting training and deployment of AI models
  - 5.2.4.2 Lack of skilled professionals in AI and energy analytics
5.3 BRIEF HISTORY OF AI IN ENERGY MARKET
5.4 ECOSYSTEM ANALYSIS
5.5 CASE STUDY ANALYSIS
- 5.5.1 OPTIMIZING ENERGY EFFICIENCY ACROSS PORTFOLIOS: BLACKSTONE'S STRATEGIC PARTNERSHIP WITH SCHNEIDER ELECTRIC
- 5.5.2 C3 AI ENERGY MANAGEMENT PLATFORM HELPED LEADING PETROCHEMICAL COMPANY BOOST ENERGY EFFICIENCY AND ENVIRONMENTAL PERFORMANCE
- 5.5.3 ENVERUS INSTANT ANALYST ENABLED ENERGY COMPANIES IMPROVE DECISION-MAKING AND OPERATIONAL EFFICIENCY
- 5.5.4 AI-POWERED MICROGRIDS FACILITATED ENERGY RESILIENCE AND EQUITY IN REGIONAL COMMUNITIES
- 5.5.5 C3 AI ENERGY MANAGEMENT PLATFORM HELPED LEADING STEEL MANUFACTURER GAIN SUBSTANTIAL COST SAVINGS AND OPERATIONAL IMPROVEMENTS
5.6 SUPPLY CHAIN ANALYSIS
5.7 TARIFF AND REGULATORY LANDSCAPE
- 5.7.1 TARIFF RELATED TO PROCESSORS AND CONTROLLERS (HSN: 854231)
- 5.7.2 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- 5.7.3 KEY REGULATIONS: AI IN ENERGY
  - 5.7.3.1 North America
    - 5.7.3.1.1 SCR 17: Artificial Intelligence Bill (California)
    - 5.7.3.1.2 S1103: Artificial Intelligence Automated Decision Bill (Connecticut)
    - 5.7.3.1.3 National Artificial Intelligence Initiative Act (NAIIA)
    - 5.7.3.1.4 The Artificial Intelligence and Data Act (AIDA) - Canada
  - 5.7.3.2 Europe
    - 5.7.3.2.1 European Union (EU) - Artificial Intelligence Act (AIA)
    - 5.7.3.2.2 General Data Protection Regulation (Europe)
  - 5.7.3.3 Asia Pacific
    - 5.7.3.3.1 Interim Administrative Measures for Generative Artificial Intelligence Services (China)
    - 5.7.3.3.2 National AI Strategy (Singapore)
    - 5.7.3.3.3 Hiroshima AI Process Comprehensive Policy Framework (Japan)
  - 5.7.3.4 Middle East & Africa
    - 5.7.3.4.1 National Strategy for Artificial Intelligence (UAE)
    - 5.7.3.4.2 National Artificial Intelligence Strategy (Qatar)
    - 5.7.3.4.3 AI Ethics Principles and Guidelines (Dubai)
  - 5.7.3.5 Latin America
    - 5.7.3.5.1 Santiago Declaration (Chile)
    - 5.7.3.5.2 Brazilian Artificial Intelligence Strategy (EBIA)
5.8 PRICING ANALYSIS
- 5.8.1 AVERAGE SELLING PRICE TREND AMONG KEY PLAYERS, BY RENEWABLE ENERGY TYPE
- 5.8.2 INDICATIVE PRICING ANALYSIS, BY OFFERING, 2024
5.9 TECHNOLOGY ANALYSIS
- 5.9.1 KEY TECHNOLOGIES
  - 5.9.1.1 Conversational AI
  - 5.9.1.2 Energy modeling and simulation tools
  - 5.9.1.3 AutoML
  - 5.9.1.4 MLOps
- 5.9.2 COMPLEMENTARY TECHNOLOGIES
  - 5.9.2.1 Blockchain
  - 5.9.2.2 Edge computing
  - 5.9.2.3 Sensors and robotics
  - 5.9.2.4 Cybersecurity
  - 5.9.2.5 Big data
  - 5.9.2.6 IoT
- 5.9.3 ADJACENT TECHNOLOGIES
  - 5.9.3.1 Smart grids
  - 5.9.3.2 Robotics
  - 5.9.3.3 Geospatial technologies
5.10 PATENT ANALYSIS
- 5.10.1 LIST OF MAJOR PATENTS
5.11 PORTER'S FIVE FORCES ANALYSIS
- 5.11.1 THREAT OF NEW ENTRANTS
- 5.11.2 THREAT OF SUBSTITUTES
- 5.11.3 BARGAINING POWER OF BUYERS
- 5.11.4 BARGAINING POWER OF SUPPLIERS
- 5.11.5 INTENSITY OF COMPETITIVE RIVALRY
5.12 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
5.13 KEY STAKEHOLDERS AND BUYING CRITERIA
- 5.13.1 KEY STAKEHOLDERS IN BUYING PROCESS
- 5.13.2 BUYING CRITERIA
5.14 KEY CONFERENCES AND EVENTS, 2024-2025
5.15 TECHNOLOGY ROADMAP FOR AI IN ENERGY MARKET
- 5.15.1 SHORT-TERM ROADMAP (2023-2025)
- 5.15.2 MID-TERM ROADMAP (2026-2028)
- 5.15.3 LONG-TERM ROADMAP (2029-2030)
5.16 BEST PRACTICES IN AI IN ENERGY MARKET
- 5.16.1 ENSURE DATA QUALITY AND INTEGRATION
- 5.16.2 ADOPT AI-POWERED PREDICTIVE MAINTENANCE
- 5.16.3 FOSTER COLLABORATION AMONG STAKEHOLDERS
- 5.16.4 PRIORITIZE SCALABILITY AND FLEXIBILITY
- 5.16.5 FOCUS ON ETHICAL AI IMPLEMENTATION
- 5.16.6 INVEST IN AI-DRIVEN ENERGY TRADING PLATFORMS
- 5.16.7 IMPLEMENT AI FOR ENERGY FORECASTING AND LOAD MANAGEMENT
- 5.16.8 ENHANCE CUSTOMER ENGAGEMENT WITH AI SOLUTIONS
5.17 CURRENT AND EMERGING BUSINESS MODELS
- 5.17.1 ENERGY-AS-A-SERVICE (EAAS)
- 5.17.2 PREDICTIVE MAINTENANCE CONTRACTS
- 5.17.3 AI-DRIVEN TRADING PLATFORMS
- 5.17.4 GRID FLEXIBILITY SOLUTIONS
- 5.17.5 SUSTAINABILITY-AS-A-SERVICE
- 5.17.6 REMOTE ENERGY MONITORING AND MANAGEMENT
- 5.17.7 GREEN FINANCE AND AI-POWERED CREDIT SCORING
- 5.17.8 AI-BASED ENERGY EFFICIENCY AUDITS AND RETROFITTING SERVICES
5.18 AI IN ENERGY MARKET: TOOLS, FRAMEWORKS, AND TECHNIQUES
5.19 TRADE ANALYSIS (8542)
- 5.19.1 EXPORT SCENARIO OF PROCESSORS AND CONTROLLERS
- 5.19.2 IMPORT SCENARIO OF PROCESSORS AND CONTROLLERS
5.20 INVESTMENT AND FUNDING SCENARIO
5.21 IMPACT OF AI/GEN AI ON AI IN ENERGY MARKET
- 5.21.1 IMPACT OF AI/GEN AI ON ENERGY SECTOR
- 5.21.2 USE CASES OF GEN AI IN ENERGY SECTOR

6 AI IN ENERGY MARKET, BY OFFERING

6.1 INTRODUCTION
- 6.1.1 OFFERING: AI IN ENERGY MARKET DRIVERS
6.2 SOLUTIONS
- 6.2.1 AI IN ENERGY SOLUTIONS TO DRIVE EFFICIENCY, SUSTAINABILITY, AND INNOVATION
6.3 SERVICES
- 6.3.1 FOCUS ON CONTINUOUS MONITORING, MAINTENANCE, AND PERFORMANCE OPTIMIZATION TO BOOST MARKET
- 6.3.2 PROFESSIONAL SERVICES
  - 6.3.2.1 Training & consulting
  - 6.3.2.2 System integration & implementation
  - 6.3.2.3 Support & maintenance
- 6.3.3 MANAGED SERVICES

7 AI IN ENERGY MARKET, BY ENERGY TYPE

7.1 INTRODUCTION
- 7.1.1 ENERGY TYPE: AI IN ENERGY MARKET DRIVERS
7.2 CONVENTIONAL ENERGY
- 7.2.1 ENHANCED MONITORING AND OPERATIONAL OPTIMIZATION TO PROPEL MARKET GROWTH
- 7.2.2 FOSSIL FUELS
  - 7.2.2.1 Coal
  - 7.2.2.2 Oil
  - 7.2.2.3 Natural gas
- 7.2.3 NUCLEAR ENERGY
- 7.2.4 OTHER CONVENTIONAL ENERGY TYPES
7.3 RENEWABLE ENERGY
- 7.3.1 BETTER MAINTENANCE PRACTICES, RESOURCE ALLOCATION, AND INTEGRATION OF INNOVATIVE SOLUTIONS TO SUPPORT MARKET GROWTH
- 7.3.2 SOLAR
- 7.3.3 WIND
- 7.3.4 HYDROPOWER
- 7.3.5 BIOMASS
- 7.3.6 OTHER RENEWABLE ENERGY TYPES

8 AI IN ENERGY MARKET, BY TYPE

8.1 INTRODUCTION
- 8.1.1 TYPE: AI IN ENERGY MARKET DRIVERS
8.2 GENERATIVE AI
- 8.2.1 GENERATION OF SYNTHETIC DATA THAT MIMICS REAL-WORLD CONDITIONS TO DRIVE MARKET
8.3 OTHER AI
- 8.3.1 AI TECHNOLOGIES TO TRANSFORM ENERGY PROCESSES WITH SMARTER, FASTER, AND MORE ADAPTIVE SOLUTIONS
- 8.3.2 MACHINE LEARNING
- 8.3.3 NATURAL LANGUAGE PROCESSING
- 8.3.4 PREDICTIVE ANALYTICS
- 8.3.5 COMPUTER VISION

9 AI IN ENERGY MARKET, BY APPLICATION

9.1 INTRODUCTION
- 9.1.1 APPLICATION: AI IN ENERGY MARKET DRIVERS
9.2 ENERGY DEMAND FORECASTING
- 9.2.1 ALIGNING SUPPLY WITH ANTICIPATED DEMAND AND REAL-TIME DEMAND PREDICTIONS TO PROPEL MARKET GROWTH
9.3 GRID OPTIMIZATION & MANAGEMENT
- 9.3.1 REAL-TIME MONITORING, ANALYSIS, AND CONTROL TO HELP TRANSFORM ENERGY NETWORKS INTO INTELLIGENT SYSTEMS
9.4 ENERGY STORAGE OPTIMIZATION
- 9.4.1 PREDICTION OF ENERGY NEEDS AND IDENTIFICATION OF PERFORMANCE ANOMALIES IN STORAGE SYSTEMS TO AID MARKET GROWTH
9.5 RENEWABLE INTEGRATION
- 9.5.1 SEAMLESS INCORPORATION OF VARIABLE ENERGY SOURCES INTO POWER GRIDS TO ENSURE EFFICIENCY AND RELIABILITY
9.6 ENERGY TRADING & MARKET FORECASTING
- 9.6.1 CRUCIAL ROLE IN STREAMLINING OPERATIONS AND FOSTERING SUSTAINABLE ENERGY ECONOMIES TO SUPPORT MARKET GROWTH
9.7 ENERGY SUSTAINABILITY MANAGEMENT
- 9.7.1 REAL-TIME MONITORING OF ENERGY CONSUMPTION TO DRIVE MARKET
9.8 DISASTER RESILIENCE & RECOVERY
- 9.8.1 RISING DEMAND FOR MINIMIZING DOWNTIME AND ENSURING RELIABLE POWER DURING CRISES TO HELP MARKET GROWTH
9.9 OTHER APPLICATIONS

10 AI IN ENERGY MARKET, BY END USE

10.1 INTRODUCTION
- 10.1.1 END USE: AI IN ENERGY MARKET DRIVERS
10.2 GENERATION
- 10.2.1 REDUCED COSTS, ENHANCED SUSTAINABILITY, AND IMPROVED OPERATIONAL EFFICIENCY TO FOSTER MARKET GROWTH
10.3 TRANSMISSION
- 10.3.1 RESILIENT, SUSTAINABLE, AND SECURE ENERGY INFRASTRUCTURE TO DRIVE MARKET
10.4 DISTRIBUTION
- 10.4.1 OPTIMIZATION OF ENERGY DISTRIBUTION BY BALANCING LOAD DEMAND AND DETECTING FAULTS IN REAL TIME TO BOOST MARKET
10.5 CONSUMPTION
- 10.5.1 OPTIMIZED ENERGY USAGE, REDUCED COSTS, AND ENHANCED SUSTAINABILITY TO FUEL MARKET GROWTH
- 10.5.2 COMMERCIAL
- 10.5.3 INDUSTRIAL

11 AI IN ENERGY MARKET, BY REGION

11.1 INTRODUCTION
11.2 NORTH AMERICA
- 11.2.1 NORTH AMERICA: MACROECONOMIC OUTLOOK
- 11.2.2 US
  - 11.2.2.1 Government initiatives and funding to boost market growth
- 11.2.3 CANADA
  - 11.2.3.1 Increased focus on reducing energy consumption to fuel market growth
11.3 EUROPE
- 11.3.1 EUROPE: MACROECONOMIC OUTLOOK
- 11.3.2 GERMANY
  - 11.3.2.1 Significant investments and collaborative projects to drive market growth
- 11.3.3 UK
  - 11.3.3.1 Key investments focused on cutting emissions in energy and transportation to drive market
- 11.3.4 FRANCE
  - 11.3.4.1 Increased focus on reducing environmental impact of fossil fuels to accelerate market growth
- 11.3.5 ITALY
  - 11.3.5.1 Public investments and collaboration between private players to drive market
- 11.3.6 SPAIN
  - 11.3.6.1 Green energy initiatives and investments to aid market growth
- 11.3.7 NORDICS
  - 11.3.7.1 Innovative AI-based projects to reduce energy consumption and government initiatives driving market growth
- 11.3.8 REST OF EUROPE
11.4 ASIA PACIFIC
- 11.4.1 ASIA PACIFIC: MACROECONOMIC OUTLOOK
- 11.4.2 CHINA
  - 11.4.2.1 Rising demand for energy efficiency and sustainability to fuel market growth
- 11.4.3 JAPAN
  - 11.4.3.1 Initiatives for reducing fossil fuel reliance to drive sustainable market growth
- 11.4.4 INDIA
  - 11.4.4.1 Government initiatives for sustainable development and efficient resource management to foster market growth
- 11.4.5 AUSTRALIA & NEW ZEALAND
  - 11.4.5.1 Increasing demand for smart home energy to drive market
- 11.4.6 SOUTH KOREA
  - 11.4.6.1 Transformative shift driven by AI initiatives to bolster market growth
- 11.4.7 ASEAN
  - 11.4.7.1 Growing integration of AI into energy systems to drive sustainability and efficiency
- 11.4.8 REST OF ASIA PACIFIC
11.5 MIDDLE EAST & AFRICA
- 11.5.1 MIDDLE EAST & AFRICA: MACROECONOMIC OUTLOOK
  - 11.5.1.1 KSA
    - 11.5.1.1.1 Increasing focus on reducing transmission losses and enhancing energy efficiency goals to aid market growth
  - 11.5.1.2 UAE
    - 11.5.1.2.1 Increasing energy demands and focus on reducing environmental footprints to foster market growth
  - 11.5.1.3 Kuwait
    - 11.5.1.3.1 Rising applications of AI for enhancing asset management, operational excellence, and technical capabilities to assist market growth
  - 11.5.1.4 Bahrain
    - 11.5.1.4.1 Digitalization in energy sector to drive growth
  - 11.5.1.5 South Africa
    - 11.5.1.5.1 Increasing awareness of sustainability and government commitments to create significant growth opportunities
  - 11.5.1.6 Rest of Middle East & Africa
11.6 LATIN AMERICA
- 11.6.1 LATIN AMERICA: MACROECONOMIC OUTLOOK
- 11.6.2 BRAZIL
  - 11.6.2.1 Government support, technological advancements, and skilled workforce to drive market
- 11.6.3 ARGENTINA
  - 11.6.3.1 Government initiatives for optimizing energy consumption and integrating renewable sources to accelerate market growth
- 11.6.4 MEXICO
  - 11.6.4.1 National AI strategy and increasing demand for energy forecasting to drive market
- 11.6.5 REST OF LATIN AMERICA

12 COMPETITIVE LANDSCAPE

12.1 INTRODUCTION
12.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2021-2024
12.3 MARKET SHARE ANALYSIS, 2024
- 12.3.1 MARKET RANKING ANALYSIS
12.4 REVENUE ANALYSIS, 2019-2023
12.5 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024
- 12.5.1 STARS
- 12.5.2 EMERGING LEADERS
- 12.5.3 PERVASIVE PLAYERS
- 12.5.4 PARTICIPANTS
- 12.5.5 COMPANY FOOTPRINT: KEY PLAYERS, 2024
  - 12.5.5.1 Company footprint
  - 12.5.5.2 Region footprint
  - 12.5.5.3 Offering footprint
  - 12.5.5.4 Energy type footprint
  - 12.5.5.5 Type footprint
  - 12.5.5.6 Application footprint
  - 12.5.5.7 End-use footprint
12.6 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024
- 12.6.1 PROGRESSIVE COMPANIES
- 12.6.2 RESPONSIVE COMPANIES
- 12.6.3 DYNAMIC COMPANIES
- 12.6.4 STARTING BLOCKS
- 12.6.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024
  - 12.6.5.1 Detailed list of key startups/SMEs
  - 12.6.5.2 Competitive benchmarking of key startups/SMEs
12.7 COMPETITIVE SCENARIO
- 12.7.1 PRODUCT LAUNCHES AND ENHANCEMENTS
- 12.7.2 DEALS
12.8 BRAND/PRODUCT COMPARISON
12.9 COMPANY VALUATION AND FINANCIAL METRICS

13 COMPANY PROFILES

13.1 KEY PLAYERS
- 13.1.1 SCHNEIDER ELECTRIC SE
  - 13.1.1.1 Business overview
  - 13.1.1.2 Products/Solutions/Services offered
  - 13.1.1.3 Recent developments
    - 13.1.1.3.1 Deals
  - 13.1.1.4 MnM view
    - 13.1.1.4.1 Key strengths
    - 13.1.1.4.2 Strategic choices
    - 13.1.1.4.3 Weaknesses and competitive threats
- 13.1.2 GE VERNOVA
  - 13.1.2.1 Business overview
  - 13.1.2.2 Products/Solutions/Services offered
  - 13.1.2.3 Recent developments
    - 13.1.2.3.1 Product launches and enhancements
    - 13.1.2.3.2 Deals
  - 13.1.2.4 MnM view
    - 13.1.2.4.1 Key strengths
    - 13.1.2.4.2 Strategic choices
    - 13.1.2.4.3 Weaknesses and competitive threats
- 13.1.3 ABB LTD
  - 13.1.3.1 Business overview
  - 13.1.3.2 Products/Solutions/Services offered
  - 13.1.3.3 Recent developments
    - 13.1.3.3.1 Deals
  - 13.1.3.4 MnM view
    - 13.1.3.4.1 Key strengths
    - 13.1.3.4.2 Strategic choices
    - 13.1.3.4.3 Weaknesses and competitive threats
- 13.1.4 HONEYWELL INTERNATIONAL, INC.
  - 13.1.4.1 Business overview
  - 13.1.4.2 Products/Solutions/Services offered
  - 13.1.4.3 Recent developments
    - 13.1.4.3.1 Product launches and enhancements
    - 13.1.4.3.2 Deals
  - 13.1.4.4 MnM view
    - 13.1.4.4.1 Key strengths
    - 13.1.4.4.2 Strategic choices
    - 13.1.4.4.3 Weaknesses and competitive threats
- 13.1.5 SIEMENS AG
  - 13.1.5.1 Business overview
  - 13.1.5.2 Products/Solutions/Services offered
  - 13.1.5.3 Recent developments
    - 13.1.5.3.1 Deals
  - 13.1.5.4 MnM view
    - 13.1.5.4.1 Key strengths
    - 13.1.5.4.2 Strategic choices
    - 13.1.5.4.3 Weaknesses and competitive threats
- 13.1.6 ORACLE CORPORATION
  - 13.1.6.1 Business overview
  - 13.1.6.2 Products/Solutions/Services offered
  - 13.1.6.3 Recent developments
    - 13.1.6.3.1 Deals
- 13.1.7 VESTAS WIND SYSTEMS A/S
  - 13.1.7.1 Business overview
  - 13.1.7.2 Products/Solutions/Services offered
  - 13.1.7.3 Recent developments
    - 13.1.7.3.1 Deals
- 13.1.8 IBM CORPORATION
  - 13.1.8.1 Business overview
  - 13.1.8.2 Products/Solutions/Services offered
  - 13.1.8.3 Recent developments
    - 13.1.8.3.1 Deals
- 13.1.9 MICROSOFT CORPORATION, INC.
  - 13.1.9.1 Business overview
  - 13.1.9.2 Products/Solutions/Services offered
  - 13.1.9.3 Recent developments
    - 13.1.9.3.1 Deals
- 13.1.10 AMAZON WEB SERVICES, INC
  - 13.1.10.1 Business overview
  - 13.1.10.2 Products/Solutions/Services offered
  - 13.1.10.3 Recent developments
    - 13.1.10.3.1 Deals
- 13.1.11 ATOS SE
  - 13.1.11.1 Business overview
  - 13.1.11.2 Products/Solutions/Services offered
  - 13.1.11.3 Recent developments
    - 13.1.11.3.1 Product launches and enhancements
    - 13.1.11.3.2 Deals
- 13.1.12 TESLA, INC.
- 13.1.13 C3.AI, INC.
- 13.1.14 ALPIQ
- 13.1.15 ENEL S.P.A.
13.2 STARTUPS/SMES
- 13.2.1 ORIGAMI ENERGY
- 13.2.2 INNOWATS
- 13.2.3 IRASUS TECHNOLOGIES
- 13.2.4 GRID4C
- 13.2.5 UPLIGHT
- 13.2.6 GRIDBEYOND
- 13.2.7 ESMART SYSTEMS
- 13.2.8 NDUSTRIAL
- 13.2.9 DATATEGY
- 13.2.10 OMDENA

14 ADJACENT/RELATED MARKETS

14.1 INTRODUCTION
14.2 CONVERSATIONAL AI MARKET
- 14.2.1 MARKET OVERVIEW
- 14.2.2 CONVERSATIONAL AI MARKET, BY OFFERING
14.3 SERVICES
- 14.3.1 CONVERSATIONAL AI MARKET, BY SERVICE
- 14.3.2 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION
- 14.3.3 CONVERSATIONAL AI MARKET, BY INTEGRATION MODE
- 14.3.4 CONVERSATIONAL AI MARKET, BY VERTICAL
14.4 CUSTOMER EXPERIENCE MANAGEMENT MARKET
- 14.4.1 MARKET DEFINITION
- 14.4.2 MARKET OVERVIEW
- 14.4.3 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY OFFERING
- 14.4.4 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY DEPLOYMENT TYPE
- 14.4.5 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY ORGANIZATION SIZE
- 14.4.6 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY VERTICAL

15 APPENDIX

15.1 DISCUSSION GUIDE
15.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
15.3 CUSTOMIZATION OPTIONS
15.4 RELATED REPORTS
15.5 AUTHOR DETAILS

Product Code: TC 9250

List of Tables

TABLE 1 USD EXCHANGE RATES, 2019-2023
TABLE 2 AI IN ENERGY MARKET: ECOSYSTEM ANALYSIS
TABLE 3 TARIFF RELATED TO PROCESSORS AND CONTROLLERS (HSN: 854231), 2023
TABLE 4 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 5 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 6 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 7 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 8 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 9 AVERAGE SELLING PRICE TREND AMONG KEY PLAYERS, BY RENEWABLE ENERGY TYPE (USD MILLION)
TABLE 10 INDICATIVE PRICING LEVELS OF ENERGY SOLUTIONS, BY OFFERING, 2024
TABLE 11 PORTER'S FIVE FORCES ANALYSIS: IMPACT ON AI IN ENERGY MARKET
TABLE 12 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END USES
TABLE 13 KEY BUYING CRITERIA FOR TOP THREE END USES
TABLE 14 AI IN ENERGY MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2024-2025
TABLE 15 AI IN ENERGY MARKET, BY OFFERING, 2019-2023 (USD MILLION)
TABLE 16 AI IN ENERGY MARKET, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 17 SOLUTIONS: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 18 SOLUTIONS: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 19 SERVICES: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 20 SERVICES: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 21 AI IN ENERGY MARKET, BY SERVICE, 2019-2023 (USD MILLION)
TABLE 22 AI IN ENERGY MARKET, BY SERVICE, 2024-2030 (USD MILLION)
TABLE 23 PROFESSIONAL SERVICES: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 24 PROFESSIONAL SERVICES: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 25 AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
TABLE 26 AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
TABLE 27 TRAINING & CONSULTING: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 28 TRAINING & CONSULTING: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 29 SYSTEM INTEGRATION & IMPLEMENTATION: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 30 SYSTEM INTEGRATION & IMPLEMENTATION: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 31 SUPPORT & MAINTENANCE: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 32 SUPPORT & MAINTENANCE: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 33 MANAGED SERVICES: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 34 MANAGED SERVICES: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 35 AI IN ENERGY MARKET, BY ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 36 AI IN ENERGY MARKET, BY ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 37 AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 38 AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 39 FOSSIL FUELS: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 40 FOSSIL FUELS: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 41 NUCLEAR ENERGY: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 42 NUCLEAR ENERGY: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 43 OTHER CONVENTIONAL ENERGY TYPES: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 44 OTHER CONVENTIONAL ENERGY TYPES: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 45 AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 46 AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 47 SOLAR: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 48 SOLAR: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 49 WIND: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 50 WIND: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 51 HYDROPOWER: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 52 HYDROPOWER: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 53 BIOMASS: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 54 BIOMASS: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 55 OTHER RENEWABLE ENERGY TYPES: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 56 OTHER RENEWABLE ENERGY TYPES: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 57 AI IN ENERGY MARKET, BY TYPE, 2019-2023 (USD MILLION)
TABLE 58 AI IN ENERGY MARKET, BY TYPE, 2024-2030 (USD MILLION)
TABLE 59 GENERATIVE AI: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 60 GENERATIVE AI: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 61 OTHER AI: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 62 OTHER AI: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 63 AI IN ENERGY MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
TABLE 64 AI IN ENERGY MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 65 ENERGY DEMAND FORECASTING: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 66 ENERGY DEMAND FORECASTING: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 67 GRID OPTIMIZATION & MANAGEMENT: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 68 GRID OPTIMIZATION & MANAGEMENT: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 69 ENERGY STORAGE OPTIMIZATION: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 70 ENERGY STORAGE OPTIMIZATION: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 71 RENEWABLE INTEGRATION: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 72 RENEWABLE INTEGRATION: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 73 ENERGY TRADING & MARKET FORECASTING: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 74 ENERGY TRADING & MARKET FORECASTING: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 75 ENERGY SUSTAINABILITY MANAGEMENT: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 76 ENERGY SUSTAINABILITY MANAGEMENT: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 77 DISASTER RESILIENCE & RECOVERY: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 78 DISASTER RESILIENCE & RECOVERY: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 79 OTHER APPLICATIONS: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 80 OTHER APPLICATIONS: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 81 AI IN ENERGY MARKET, BY END USE, 2019-2023 (USD MILLION)
TABLE 82 AI IN ENERGY MARKET, BY END USE, 2024-2030 (USD MILLION)
TABLE 83 GENERATION: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 84 GENERATION: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 85 TRANSMISSION: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 86 TRANSMISSION: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 87 DISTRIBUTION: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 88 DISTRIBUTION: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 89 CONSUMPTION: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 90 CONSUMPTION: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 91 AI IN ENERGY MARKET, BY CONSUMPTION, 2019-2023 (USD MILLION)
TABLE 92 AI IN ENERGY MARKET, BY CONSUMPTION, 2024-2030 (USD MILLION)
TABLE 93 COMMERCIAL: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 94 COMMERCIAL: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 95 INDUSTRIAL: AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 96 INDUSTRIAL: AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 97 AI IN ENERGY MARKET, BY REGION, 2019-2023 (USD MILLION)
TABLE 98 AI IN ENERGY MARKET, BY REGION, 2024-2030 (USD MILLION)
TABLE 99 NORTH AMERICA: AI IN ENERGY MARKET, BY OFFERING, 2019-2023 (USD MILLION)
TABLE 100 NORTH AMERICA: AI IN ENERGY MARKET, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 101 NORTH AMERICA: AI IN ENERGY MARKET, BY SERVICE, 2019-2023 (USD MILLION)
TABLE 102 NORTH AMERICA: AI IN ENERGY MARKET, BY SERVICE, 2024-2030 (USD MILLION)
TABLE 103 NORTH AMERICA: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
TABLE 104 NORTH AMERICA: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
TABLE 105 NORTH AMERICA: AI IN ENERGY MARKET, BY ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 106 NORTH AMERICA: AI IN ENERGY MARKET, BY ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 107 NORTH AMERICA: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 108 NORTH AMERICA: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 109 NORTH AMERICA: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 110 NORTH AMERICA: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 111 NORTH AMERICA: AI IN ENERGY MARKET, BY TYPE, 2019-2023 (USD MILLION)
TABLE 112 NORTH AMERICA: AI IN ENERGY MARKET, BY TYPE, 2024-2030 (USD MILLION)
TABLE 113 NORTH AMERICA: AI IN ENERGY MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
TABLE 114 NORTH AMERICA: AI IN ENERGY MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 115 NORTH AMERICA: AI IN ENERGY MARKET, BY END USE, 2019-2023 (USD MILLION)
TABLE 116 NORTH AMERICA: AI IN ENERGY MARKET, BY END USE, 2024-2030 (USD MILLION)
TABLE 117 NORTH AMERICA: AI IN ENERGY MARKET, BY CONSUMPTION, 2019-2023 (USD MILLION)
TABLE 118 NORTH AMERICA: AI IN ENERGY MARKET, BY CONSUMPTION, 2024-2030 (USD MILLION)
TABLE 119 NORTH AMERICA: AI IN ENERGY MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
TABLE 120 NORTH AMERICA: AI IN ENERGY MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
TABLE 121 US: AI IN ENERGY MARKET, BY OFFERING, 2019-2023 (USD MILLION)
TABLE 122 US: AI IN ENERGY MARKET, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 123 US: AI IN ENERGY MARKET, BY SERVICE, 2019-2023 (USD MILLION)
TABLE 124 US: AI IN ENERGY MARKET, BY SERVICE, 2024-2030 (USD MILLION)
TABLE 125 US: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
TABLE 126 US: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
TABLE 127 US: AI IN ENERGY MARKET, BY ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 128 US: AI IN ENERGY MARKET, BY ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 129 US: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 130 US: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 131 US: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 132 US: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 133 US: AI IN ENERGY MARKET, BY TYPE, 2019-2023 (USD MILLION)
TABLE 134 US: AI IN ENERGY MARKET, BY TYPE, 2024-2030 (USD MILLION)
TABLE 135 US: AI IN ENERGY MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
TABLE 136 US: AI IN ENERGY MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 137 US: AI IN ENERGY MARKET, BY END USE, 2019-2023 (USD MILLION)
TABLE 138 US: AI IN ENERGY MARKET, BY END USE, 2024-2030 (USD MILLION)
TABLE 139 US: AI IN ENERGY MARKET, BY CONSUMPTION, 2019-2023 (USD MILLION)
TABLE 140 US: AI IN ENERGY MARKET, BY CONSUMPTION, 2024-2030 (USD MILLION)
TABLE 141 CANADA: AI IN ENERGY MARKET, BY OFFERING, 2019-2023 (USD MILLION)
TABLE 142 CANADA: AI IN ENERGY MARKET, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 143 CANADA: AI IN ENERGY MARKET, BY SERVICE, 2019-2023 (USD MILLION)
TABLE 144 CANADA: AI IN ENERGY MARKET, BY SERVICE, 2024-2030 (USD MILLION)
TABLE 145 CANADA: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
TABLE 146 CANADA: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
TABLE 147 CANADA: AI IN ENERGY MARKET, BY ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 148 CANADA: AI IN ENERGY MARKET, BY ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 149 CANADA: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 150 CANADA: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 151 CANADA: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 152 CANADA: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 153 CANADA: AI IN ENERGY MARKET, BY TYPE, 2019-2023 (USD MILLION)
TABLE 154 CANADA: AI IN ENERGY MARKET, BY TYPE, 2024-2030 (USD MILLION)
TABLE 155 CANADA: AI IN ENERGY MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
TABLE 156 CANADA: AI IN ENERGY MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 157 CANADA: AI IN ENERGY MARKET, BY END USE, 2019-2023 (USD MILLION)
TABLE 158 CANADA: AI IN ENERGY MARKET, BY END USE, 2024-2030 (USD MILLION)
TABLE 159 CANADA: AI IN ENERGY MARKET, BY CONSUMPTION, 2019-2023 (USD MILLION)
TABLE 160 CANADA: AI IN ENERGY MARKET, BY CONSUMPTION, 2024-2030 (USD MILLION)
TABLE 161 EUROPE: AI IN ENERGY MARKET, BY OFFERING, 2019-2023 (USD MILLION)
TABLE 162 EUROPE: AI IN ENERGY MARKET, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 163 EUROPE: AI IN ENERGY MARKET, BY SERVICE, 2019-2023 (USD MILLION)
TABLE 164 EUROPE: AI IN ENERGY MARKET, BY SERVICE, 2024-2030 (USD MILLION)
TABLE 165 EUROPE: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
TABLE 166 EUROPE: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
TABLE 167 EUROPE: AI IN ENERGY MARKET, BY ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 168 EUROPE: AI IN ENERGY MARKET, BY ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 169 EUROPE: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 170 EUROPE: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 171 EUROPE: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 172 EUROPE: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 173 EUROPE: AI IN ENERGY MARKET, BY TYPE, 2019-2023 (USD MILLION)
TABLE 174 EUROPE: AI IN ENERGY MARKET, BY TYPE, 2024-2030 (USD MILLION)
TABLE 175 EUROPE: AI IN ENERGY MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
TABLE 176 EUROPE: AI IN ENERGY MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 177 EUROPE: AI IN ENERGY MARKET, BY END USE, 2019-2023 (USD MILLION)
TABLE 178 EUROPE: AI IN ENERGY MARKET, BY END USE, 2024-2030 (USD MILLION)
TABLE 179 EUROPE: AI IN ENERGY MARKET, BY CONSUMPTION, 2019-2023 (USD MILLION)
TABLE 180 EUROPE: AI IN ENERGY MARKET, BY CONSUMPTION, 2024-2030 (USD MILLION)
TABLE 181 EUROPE: AI IN ENERGY MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
TABLE 182 EUROPE: AI IN ENERGY MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
TABLE 183 GERMANY: AI IN ENERGY MARKET, BY OFFERING, 2019-2023 (USD MILLION)
TABLE 184 GERMANY: AI IN ENERGY MARKET, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 185 GERMANY: AI IN ENERGY MARKET, BY SERVICE, 2019-2023 (USD MILLION)
TABLE 186 GERMANY: AI IN ENERGY MARKET, BY SERVICE, 2024-2030 (USD MILLION)
TABLE 187 GERMANY: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
TABLE 188 GERMANY: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
TABLE 189 GERMANY: AI IN ENERGY MARKET, BY ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 190 GERMANY: AI IN ENERGY MARKET, BY ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 191 GERMANY: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 192 GERMANY: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 193 GERMANY: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 194 GERMANY: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 195 GERMANY: AI IN ENERGY MARKET, BY TYPE, 2019-2023 (USD MILLION)
TABLE 196 GERMANY: AI IN ENERGY MARKET, BY TYPE, 2024-2030 (USD MILLION)
TABLE 197 GERMANY: AI IN ENERGY MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
TABLE 198 GERMANY: AI IN ENERGY MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 199 GERMANY: AI IN ENERGY MARKET, BY END USE, 2019-2023 (USD MILLION)
TABLE 200 GERMANY: AI IN ENERGY MARKET, BY END USE, 2024-2030 (USD MILLION)
TABLE 201 GERMANY: AI IN ENERGY MARKET, BY CONSUMPTION, 2019-2023 (USD MILLION)
TABLE 202 GERMANY: AI IN ENERGY MARKET, BY CONSUMPTION, 2024-2030 (USD MILLION)
TABLE 203 ASIA PACIFIC: AI IN ENERGY MARKET, BY OFFERING, 2019-2023 (USD MILLION)
TABLE 204 ASIA PACIFIC: AI IN ENERGY MARKET, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 205 ASIA PACIFIC: AI IN ENERGY MARKET, BY SERVICE, 2019-2023 (USD MILLION)
TABLE 206 ASIA PACIFIC: AI IN ENERGY MARKET, BY SERVICE, 2024-2030 (USD MILLION)
TABLE 207 ASIA PACIFIC: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
TABLE 208 ASIA PACIFIC: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
TABLE 209 ASIA PACIFIC: AI IN ENERGY MARKET, BY ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 210 ASIA PACIFIC: AI IN ENERGY MARKET, BY ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 211 ASIA PACIFIC: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 212 ASIA PACIFIC: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 213 ASIA PACIFIC: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 214 ASIA PACIFIC: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 215 ASIA PACIFIC: AI IN ENERGY MARKET, BY TYPE, 2019-2023 (USD MILLION)
TABLE 216 ASIA PACIFIC: AI IN ENERGY MARKET, BY TYPE, 2024-2030 (USD MILLION)
TABLE 217 ASIA PACIFIC: AI IN ENERGY MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
TABLE 218 ASIA PACIFIC: AI IN ENERGY MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 219 ASIA PACIFIC: AI IN ENERGY MARKET, BY END USE, 2019-2023 (USD MILLION)
TABLE 220 ASIA PACIFIC: AI IN ENERGY MARKET, BY END USE, 2024-2030 (USD MILLION)
TABLE 221 ASIA PACIFIC: AI IN ENERGY MARKET, BY CONSUMPTION, 2019-2023 (USD MILLION)
TABLE 222 ASIA PACIFIC: AI IN ENERGY MARKET, BY CONSUMPTION, 2024-2030 (USD MILLION)
TABLE 223 ASIA PACIFIC: AI IN ENERGY MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
TABLE 224 ASIA PACIFIC: AI IN ENERGY MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
TABLE 225 CHINA: AI IN ENERGY MARKET, BY OFFERING, 2019-2023 (USD MILLION)
TABLE 226 CHINA: AI IN ENERGY MARKET, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 227 CHINA: AI IN ENERGY MARKET, BY SERVICE, 2019-2023 (USD MILLION)
TABLE 228 CHINA: AI IN ENERGY MARKET, BY SERVICE, 2024-2030 (USD MILLION)
TABLE 229 CHINA: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
TABLE 230 CHINA: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
TABLE 231 CHINA: AI IN ENERGY MARKET, BY ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 232 CHINA: AI IN ENERGY MARKET, BY ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 233 CHINA: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 234 CHINA: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 235 CHINA: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 236 CHINA: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 237 CHINA: AI IN ENERGY MARKET, BY TYPE, 2019-2023 (USD MILLION)
TABLE 238 CHINA: AI IN ENERGY MARKET, BY TYPE, 2024-2030 (USD MILLION)
TABLE 239 CHINA: AI IN ENERGY MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
TABLE 240 CHINA: AI IN ENERGY MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 241 CHINA: AI IN ENERGY MARKET, BY END USE, 2019-2023 (USD MILLION)
TABLE 242 CHINA: AI IN ENERGY MARKET, BY END USE, 2024-2030 (USD MILLION)
TABLE 243 CHINA: AI IN ENERGY MARKET, BY CONSUMPTION, 2019-2023 (USD MILLION)
TABLE 244 CHINA: AI IN ENERGY MARKET, BY CONSUMPTION, 2024-2030 (USD MILLION)
TABLE 245 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY OFFERING, 2019-2023 (USD MILLION)
TABLE 246 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 247 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY SERVICE, 2019-2023 (USD MILLION)
TABLE 248 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY SERVICE, 2024-2030 (USD MILLION)
TABLE 249 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
TABLE 250 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
TABLE 251 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 252 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 253 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 254 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 255 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 256 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 257 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY TYPE, 2019-2023 (USD MILLION)
TABLE 258 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY TYPE, 2024-2030 (USD MILLION)
TABLE 259 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
TABLE 260 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 261 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY END USE, 2019-2023 (USD MILLION)
TABLE 262 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY END USE, 2024-2030 (USD MILLION)
TABLE 263 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY CONSUMPTION, 2019-2023 (USD MILLION)
TABLE 264 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY CONSUMPTION, 2024-2030 (USD MILLION)
TABLE 265 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
TABLE 266 MIDDLE EAST & AFRICA: AI IN ENERGY MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
TABLE 267 KSA: AI IN ENERGY MARKET, BY OFFERING, 2019-2023 (USD MILLION)
TABLE 268 KSA: AI IN ENERGY MARKET, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 269 KSA: AI IN ENERGY MARKET, BY SERVICE, 2019-2023 (USD MILLION)
TABLE 270 KSA: AI IN ENERGY MARKET, BY SERVICE, 2024-2030 (USD MILLION)
TABLE 271 KSA: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
TABLE 272 KSA: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
TABLE 273 KSA: AI IN ENERGY MARKET, BY ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 274 KSA: AI IN ENERGY MARKET, BY ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 275 KSA: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 276 KSA: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 277 KSA: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 278 KSA: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 279 KSA: AI IN ENERGY MARKET, BY TYPE, 2019-2023 (USD MILLION)
TABLE 280 KSA: AI IN ENERGY MARKET, BY TYPE, 2024-2030 (USD MILLION)
TABLE 281 KSA: AI IN ENERGY MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
TABLE 282 KSA: AI IN ENERGY MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 283 KSA: AI IN ENERGY MARKET, BY END USE, 2019-2023 (USD MILLION)
TABLE 284 KSA: AI IN ENERGY MARKET, BY CONSUMPTION, 2024-2030 (USD MILLION)
TABLE 285 KSA: AI IN ENERGY MARKET, BY CONSUMPTION, 2019-2023 (USD MILLION)
TABLE 286 KSA: AI IN ENERGY MARKET, BY END USE, 2024-2030 (USD MILLION)
TABLE 287 LATIN AMERICA: AI IN ENERGY MARKET, BY OFFERING, 2019-2023 (USD MILLION)
TABLE 288 LATIN AMERICA: AI IN ENERGY MARKET, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 289 LATIN AMERICA: AI IN ENERGY MARKET, BY SERVICE, 2019-2023 (USD MILLION)
TABLE 290 LATIN AMERICA: AI IN ENERGY MARKET, BY SERVICE, 2024-2030 (USD MILLION)
TABLE 291 LATIN AMERICA: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
TABLE 292 LATIN AMERICA: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
TABLE 293 LATIN AMERICA: AI IN ENERGY MARKET, BY ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 294 LATIN AMERICA: AI IN ENERGY MARKET, BY ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 295 LATIN AMERICA: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 296 LATIN AMERICA: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 297 LATIN AMERICA: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 298 LATIN AMERICA: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 299 LATIN AMERICA: AI IN ENERGY MARKET, BY TYPE, 2019-2023 (USD MILLION)
TABLE 300 LATIN AMERICA: AI IN ENERGY MARKET, BY TYPE, 2024-2030 (USD MILLION)
TABLE 301 LATIN AMERICA: AI IN ENERGY MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
TABLE 302 LATIN AMERICA: AI IN ENERGY MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 303 LATIN AMERICA: AI IN ENERGY MARKET, BY END USE, 2019-2023 (USD MILLION)
TABLE 304 LATIN AMERICA: AI IN ENERGY MARKET, BY END USE, 2024-2030 (USD MILLION)
TABLE 305 LATIN AMERICA: AI IN ENERGY MARKET, BY CONSUMPTION, 2019-2023 (USD MILLION)
TABLE 306 LATIN AMERICA: AI IN ENERGY MARKET, BY CONSUMPTION, 2024-2030 (USD MILLION)
TABLE 307 LATIN AMERICA: AI IN ENERGY MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
TABLE 308 LATIN AMERICA: AI IN ENERGY MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
TABLE 309 BRAZIL: AI IN ENERGY MARKET, BY OFFERING, 2019-2023 (USD MILLION)
TABLE 310 BRAZIL: AI IN ENERGY MARKET, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 311 BRAZIL: AI IN ENERGY MARKET, BY SERVICE, 2019-2023 (USD MILLION)
TABLE 312 BRAZIL: AI IN ENERGY MARKET, BY SERVICE, 2024-2030 (USD MILLION)
TABLE 313 BRAZIL: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
TABLE 314 BRAZIL: AI IN ENERGY MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
TABLE 315 BRAZIL: AI IN ENERGY MARKET, BY ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 316 BRAZIL: AI IN ENERGY MARKET, BY ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 317 BRAZIL: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 318 BRAZIL: AI IN ENERGY MARKET, BY CONVENTIONAL ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 319 BRAZIL: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2019-2023 (USD MILLION)
TABLE 320 BRAZIL: AI IN ENERGY MARKET, BY RENEWABLE ENERGY TYPE, 2024-2030 (USD MILLION)
TABLE 321 BRAZIL: AI IN ENERGY MARKET, BY TYPE, 2019-2023 (USD MILLION)
TABLE 322 BRAZIL: AI IN ENERGY MARKET, BY TYPE, 2024-2030 (USD MILLION)
TABLE 323 BRAZIL: AI IN ENERGY MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
TABLE 324 BRAZIL: AI IN ENERGY MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
TABLE 325 BRAZIL: AI IN ENERGY MARKET, BY END USE, 2019-2023 (USD MILLION)
TABLE 326 BRAZIL: AI IN ENERGY MARKET, BY END USE, 2024-2030 (USD MILLION)
TABLE 327 BRAZIL: AI IN ENERGY MARKET, BY CONSUMPTION, 2019-2023 (USD MILLION)
TABLE 328 BRAZIL: AI IN ENERGY MARKET, BY CONSUMPTION, 2024-2030 (USD MILLION)
TABLE 329 OVERVIEW OF STRATEGIES DEPLOYED BY KEY AI IN ENERGY MARKET PLAYERS, 2021-2024
TABLE 330 AI IN ENERGY MARKET: DEGREE OF COMPETITION
TABLE 331 AI IN ENERGY MARKET: REGION FOOTPRINT
TABLE 332 AI IN ENERGY MARKET: OFFERING FOOTPRINT
TABLE 333 AI IN ENERGY MARKET: ENERGY TYPE FOOTPRINT
TABLE 334 AI IN ENERGY MARKET: TYPE FOOTPRINT
TABLE 335 AI IN ENERGY MARKET: APPLICATION FOOTPRINT
TABLE 336 AI IN ENERGY MARKET: END-USE FOOTPRINT
TABLE 337 AI IN ENERGY MARKET: LIST OF KEY STARTUPS/SMES
TABLE 338 COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
TABLE 339 AI IN ENERGY MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, SEPTEMBER 2022-OCTOBER 2024
TABLE 340 AI IN ENERGY MARKET: DEALS, JANUARY 2023-NOVEMBER 2024
TABLE 341 SCHNEIDER ELECTRIC SE: COMPANY OVERVIEW
TABLE 342 SCHNEIDER ELECTRIC SE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 343 SCHNEIDER ELECTRIC SE: DEALS
TABLE 344 GE VERNOVA: COMPANY OVERVIEW
TABLE 345 GE VERNOVA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 346 GE VERNOVA: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 347 GE VERNOVA: DEALS
TABLE 348 ABB: COMPANY OVERVIEW
TABLE 349 ABB: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 350 ABB: DEALS
TABLE 351 HONEYWELL INTERNATIONAL: COMPANY OVERVIEW
TABLE 352 HONEYWELL INTERNATIONAL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 353 HONEYWELL INTERNATIONAL: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 354 HONEYWELL INTERNATIONAL: DEALS
TABLE 355 SIEMENS AG: COMPANY OVERVIEW
TABLE 356 SIEMENS AG: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 357 SIEMENS AG: DEALS
TABLE 358 ORACLE: COMPANY OVERVIEW
TABLE 359 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 360 ORACLE: DEALS
TABLE 361 VESTAS: COMPANY OVERVIEW
TABLE 362 VESTAS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 363 VESTAS: DEALS
TABLE 364 IBM: COMPANY OVERVIEW
TABLE 365 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 366 IBM: DEALS
TABLE 367 MICROSOFT: COMPANY OVERVIEW
TABLE 368 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 369 MICROSOFT: DEALS
TABLE 370 AMAZON WEB SERVICES: COMPANY OVERVIEW
TABLE 371 AMAZON WEB SERVICES: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 372 AMAZON WEB SERVICES: DEALS
TABLE 373 ATOS SE: COMPANY OVERVIEW
TABLE 374 ATOS SE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 375 ATOS SE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 376 ATOS SE: DEALS
TABLE 377 CONVERSATIONAL AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
TABLE 378 CONVERSATIONAL AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
TABLE 379 CONVERSATIONAL AI MARKET, BY SERVICE, 2019-2023 (USD MILLION)
TABLE 380 CONVERSATIONAL AI MARKET, BY SERVICE, 2024-2030 (USD MILLION)
TABLE 381 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2019-2023 (USD MILLION)
TABLE 382 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
TABLE 383 CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2019-2023 (USD MILLION)
TABLE 384 CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2024-2030 (USD MILLION)
TABLE 385 CONVERSATIONAL AI MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
TABLE 386 CONVERSATIONAL AI MARKET, BY VERTICAL, 2024-2030 (USD MILLION)
TABLE 387 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY OFFERING, 2017-2022 (USD MILLION)
TABLE 388 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY OFFERING, 2023-2028 (USD MILLION)
TABLE 389 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2017-2022 (USD MILLION)
TABLE 390 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2023-2028 (USD MILLION)
TABLE 391 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
TABLE 392 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
TABLE 393 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
TABLE 394 CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY VERTICAL, 2023-2028 (USD MILLION)

List of Figures

FIGURE 1 AI IN ENERGY MARKET: RESEARCH DESIGN
FIGURE 2 BREAKDOWN OF PRIMARY INTERVIEWS, BY COMPANY TYPE, DESIGNATION, AND REGION
FIGURE 3 AI IN ENERGY MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY SIDE): REVENUE OF VENDORS IN AI IN ENERGY MARKET
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2 (DEMAND SIDE): AI IN ENERGY MARKET
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: DEMAND-SIDE ANALYSIS
FIGURE 7 MARKET SIZE ESTIMATION USING BOTTOM-UP APPROACH
FIGURE 8 DATA TRIANGULATION
FIGURE 9 AI IN ENERGY MARKET, 2024-2030 (USD MILLION)
FIGURE 10 AI IN ENERGY MARKET, BY REGION (2024)
FIGURE 11 SURGING NEED FOR MONITORING EMISSIONS, OPTIMIZING ENERGY USE, AND ADVANCING CARBON-NEUTRAL TARGETS TO DRIVE MARKET
FIGURE 12 SOLUTIONS SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD
FIGURE 13 MANAGED SERVICES SEGMENT TO ACCOUNT FOR HIGHER CAGR DURING FORECAST PERIOD
FIGURE 14 CONSULTING SEGMENT TO ACCOUNT FOR LARGEST SHARE DURING FORECAST PERIOD
FIGURE 15 GRID OPTIMIZATION & MANAGEMENT SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD
FIGURE 16 CONVENTIONAL ENERGY SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE DURING FORECAST PERIOD
FIGURE 17 GENERATION TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD
FIGURE 18 OTHER AI TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD
FIGURE 19 SOLUTIONS & GENERATION SEGMENTS TO ACCOUNT FOR SIGNIFICANT MARKET SHARES IN 2024
FIGURE 20 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: AI IN ENERGY MARKET
FIGURE 21 EVOLUTION OF AI IN ENERGY MARKET
FIGURE 22 KEY PLAYERS IN AI IN ENERGY MARKET ECOSYSTEM
FIGURE 23 AI IN ENERGY MARKET: SUPPLY CHAIN ANALYSIS
FIGURE 24 AVERAGE SELLING PRICES AMONG KEY PLAYERS, BY RENEWABLE ENERGY TYPE
FIGURE 25 LIST OF MAJOR PATENTS FOR AI IN ENERGY SOLUTIONS
FIGURE 26 AI IN ENERGY MARKET: PORTER'S FIVE FORCES ANALYSIS
FIGURE 27 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
FIGURE 28 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END USES
FIGURE 29 KEY BUYING CRITERIA FOR TOP THREE END USES
FIGURE 30 AI IN ENERGY MARKET: TOOLS, FRAMEWORKS, AND TECHNIQUES
FIGURE 31 PROCESSORS AND CONTROLLERS EXPORT, BY KEY COUNTRY, 2016-2023 (USD BILLION)
FIGURE 32 PROCESSORS AND CONTROLLERS IMPORT, BY KEY COUNTRY, 2016-2023 (USD BILLION)
FIGURE 33 INVESTMENT AND FUNDING SCENARIO
FIGURE 34 USE CASES OF GENERATIVE AI IN ENERGY SECTOR
FIGURE 35 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
FIGURE 36 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
FIGURE 37 SUPPORT & MAINTENANCE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 38 RENEWABLE ENERGY SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
FIGURE 39 GENERATIVE AI TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
FIGURE 40 ENERGY STORAGE OPTIMIZATION SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 41 TRANSMISSION SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 42 NORTH AMERICA: AI IN ENERGY MARKET SNAPSHOT
FIGURE 43 ASIA PACIFIC: AI IN ENERGY MARKET SNAPSHOT
FIGURE 44 SHARE OF LEADING COMPANIES IN AI IN ENERGY MARKET, 2024
FIGURE 45 MARKET RANKING ANALYSIS OF TOP FIVE PLAYERS
FIGURE 46 REVENUE ANALYSIS OF KEY PLAYERS IN AI IN ENERGY MARKET, 2019-2023 (USD MILLION)
FIGURE 47 AI IN ENERGY MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2024
FIGURE 48 AI IN ENERGY MARKET: COMPANY FOOTPRINT
FIGURE 49 AI IN ENERGY MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2024
FIGURE 50 BRAND/PRODUCT COMPARISON
FIGURE 51 COMPANY VALUATION
FIGURE 52 FINANCIAL METRICS
FIGURE 53 SCHNEIDER ELECTRIC SE: COMPANY SNAPSHOT
FIGURE 54 ABB: COMPANY SNAPSHOT
FIGURE 55 HONEYWELL INTERNATIONAL: COMPANY SNAPSHOT
FIGURE 56 SIEMENS AG: COMPANY SNAPSHOT
FIGURE 57 ORACLE: COMPANY SNAPSHOT
FIGURE 58 VESTAS: COMPANY SNAPSHOT
FIGURE 59 IBM: COMPANY SNAPSHOT
FIGURE 60 MICROSOFT: COMPANY SNAPSHOT
FIGURE 61 AMAZON WEB SERVICES: COMPANY SNAPSHOT
FIGURE 62 ATOS SE: COMPANY SNAPSHOT

Artificial Intelligence in Energy Market by Application (Energy Demand Forecasting, Grid optimization & management, Energy Storage Optimization), End Use (Generation, Transmission, Distribution, Consumption) - Global Forecast to 2030

Description

Table of Contents

List of Tables

The report provides insights on the following pointers:

TABLE OF CONTENTS

1 INTRODUCTION

2 RESEARCH METHODOLOGY

3 EXECUTIVE SUMMARY

4 PREMIUM INSIGHTS

5 MARKET OVERVIEW AND INDUSTRY TRENDS

6 AI IN ENERGY MARKET, BY OFFERING

7 AI IN ENERGY MARKET, BY ENERGY TYPE

8 AI IN ENERGY MARKET, BY TYPE

9 AI IN ENERGY MARKET, BY APPLICATION

10 AI IN ENERGY MARKET, BY END USE

11 AI IN ENERGY MARKET, BY REGION

12 COMPETITIVE LANDSCAPE

13 COMPANY PROFILES

14 ADJACENT/RELATED MARKETS

15 APPENDIX

List of Tables

List of Figures