← 產業報告目錄
Climate Risk Management Market by Software (Climate Risk Assessment & Scenario Analysis, Climate Risk Modeling Tools, Data Integration APIs, Risk Assessment APIs), Offering (Data Analytics Platforms, Compliance & Reporting Software) - Global Forecast to 2031
授權報價
| Single User Licence | $4,950 USD |
| Multi User Licence | $6,650 USD |
| Corporate User Licence | $8,150 USD |
| Global User Licence | $10,000 USD |
報告摘要
The climate risk management market is projected to grow from USD 8.59 billion in 2026 to USD 19.08 billion by 2031, growing at a CAGR of 17.3% during the forecast period. Regulatory emphasis on climate disclosure, resilience planning, and enterprise-wide transparency is driving the adoption of advanced climate risk management platforms across financial services, infrastructure, energy, and asset-intensive industries. Organizations are increasingly required to evaluate and document exposure to physical hazards, transition pressures, and climate-related financial impacts in alignment with evolving frameworks such as ISSB, TCFD, and jurisdiction-specific sustainability mandates. Official guidance from regulatory bodies and advisory firms highlights that climate risk systems leverage geospatial intelligence, scenario-based modeling, and portfolio stress testing to continuously assess vulnerabilities and support strategic adaptation decisions. These platforms enable organizations to shift from reactive compliance processes toward forward-looking resilience strategies that strengthen operational continuity and investment readiness. As climate governance expectations expand, enterprises are implementing integrated climate intelligence solutions that enhance risk oversight, streamline reporting obligations, and improve decision-making across complex business environments.
Vendors in the climate risk management market are expanding platform capabilities by integrating climate intelligence, geospatial hazard datasets, and advanced scenario analytics into unified enterprise resilience ecosystems. Leading providers combine machine learning models, asset-level exposure mapping, and transition-risk quantification frameworks to generate precise climate vulnerability insights and forward-looking adaptation strategies. These systems enable organizations to identify material risk concentrations, evaluate financial implications across multiple climate pathways, and coordinate mitigation initiatives across geographically dispersed operations and supply chains. By consolidating environmental intelligence within centralized climate analytics platforms, enterprises gain enhanced visibility into physical and transition exposures, improved disclosure readiness, and stronger resilience planning. As regulatory expectations and stakeholder scrutiny continue to intensify, climate risk management solutions are becoming essential for strengthening governance, safeguarding long-term asset value, and embedding climate-informed decision-making across modern business environments.
“By technology, the geospatial & remote sensing segment is expected to be the largest market during the forecast period.”
Organizations are increasingly implementing geospatial intelligence and remote sensing technologies as climate risk management programs prioritize asset-level exposure mapping, hazard forecasting, and resilience planning across complex operating environments. By integrating satellite-derived observations, high-resolution spatial datasets, and climate scenario engines with enterprise risk platforms, institutions gain continuous visibility into flood susceptibility, wildfire corridors, coastal erosion, drought severity, and heat stress patterns across distributed assets and supply chains. These systems enable early identification of vulnerability hotspots, allowing risk teams to design adaptation measures before climate impacts disrupt operations or financial performance. This approach strengthens portfolio resilience, improves capital allocation decisions, and supports compliance with disclosure frameworks requiring location-specific climate assessments. Advanced geospatial analytics and remote sensing dashboards further enhance scenario planning, infrastructure prioritization, and strategic oversight. As enterprises accelerate climate governance initiatives and embed science-based adaptation into operational models, the adoption of geospatial and remote sensing solutions within climate risk management continues to expand rapidly as the foundational technology layer for enterprise resilience.
“By software, the climate risk management APIs segment is expected to grow at the highest CAGR during the forecast period.”
Climate risk assessment APIs are gaining rapid traction as enterprises prioritize embedded climate intelligence, automated exposure analysis, and scalable resilience workflows across digital ecosystems. By leveraging application programming interfaces that connect hazard datasets, emissions inventories, geospatial layers, and scenario engines, organizations can integrate climate insights directly into underwriting systems, portfolio tools, supply chain platforms, and enterprise risk architectures. Additionally, companies are focusing on the growing importance of interoperable climate analytics that support real-time decision-making, financial materiality assessment, and transition-risk quantification within operational systems. These APIs enable automated retrieval of asset-level flood exposure, wildfire probability, heat stress projections, and carbon pathway assumptions without requiring standalone platforms. This convergence of climate data services with enterprise applications strengthens scenario modeling, accelerates regulatory reporting, and enhances adaptation planning across distributed business functions. As organizations modernize digital risk infrastructures, climate risk assessment APIs are emerging as the fastest-scaling software layer in the climate risk management market by enabling continuous, embedded, and actionable climate intelligence.
“North America is expected to account for the largest share in 2026, and Asia Pacific is expected to grow at the highest rate during the forecast period.”
North America is expected to lead the climate risk management market during the forecast period due to mature regulatory ecosystems, advanced climate disclosure requirements, and strong enterprise adoption of resilience-focused analytics platforms across financial services, infrastructure, energy, and real estate sectors. Organizations across the US and Canada increasingly deploy climate intelligence systems to evaluate physical hazard exposure, transition risk, and portfolio-level vulnerability under multiple future scenarios. Enterprises are integrating geospatial datasets, catastrophe modeling, and financial stress-testing tools into enterprise risk frameworks to strengthen adaptation planning and reporting alignment with evolving standards. The region also benefits from the presence of major advisory firms, insurers, and technology providers delivering climate analytics, resilience dashboards, and governance solutions on a large scale. This established ecosystem continues to reinforce North America’s leadership in enterprise-wide climate risk adoption and strategic resilience execution.
Asia Pacific represents the fastest-growing region in the climate risk management market, driven by accelerating urbanization, infrastructure expansion, and rising exposure to heat stress, flooding, typhoons, and water scarcity across high-growth economies. Countries including India, China, Japan, and Southeast Asian markets are scaling climate adaptation initiatives and adopting digital resilience tools to assess asset exposure and strengthen long-term planning. Organizations are increasingly implementing scenario analysis platforms, climate finance frameworks, and hazard-mapping technologies to support infrastructure resilience and regulatory preparedness. Growing investment in GreenTech ecosystems, enterprise sustainability programs, and climate-linked financial strategies is strengthening regional demand for integrated climate intelligence solutions. As adaptation becomes central to economic planning, the Asia Pacific is emerging as the most dynamic growth engine for climate risk management technologies and advisory services.
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 climate risk management market.
By Company: Tier 1 – 35%, Tier 2 – 40%, and Tier 3 – 25%
By Designation: C Level – 28%, Director Level – 50%, Others – 22%
By Region: North America – 30%, Europe – 25%, Asia Pacific – 35%, Middle East & Africa – 5%, and Latin America – 5%
The report includes the study and in-depth company profiles of key players offering climate risk management software and services. Major players in the market include IBM (US), KPMG (Netherlands), Deloitte (UK), PwC (UK), Marsh McLennan (US), ESRI (US), Boston Consulting Group (BCG) (US), Ernst & Young (EY) (UK), Moody’s (US), Willis Towers Watson (WTW) (UK), MSCI (US), CoreLogic (US), S&P Global (US), Anthesis (UK), Bain & Company (US), Sunairio (US), Watershed (US), ClimateAi (US), Climate X (UK), Correntics (Switzerland), XDI (Australia), Jupiter Intelligence (US), Sust Global (UK), Mitiga Solutions (Spain), Manifest Climate (Canada), Entelligent (US), Schneider Electric (France), ClearVUE.Business (UK), Climate Scale (Spain), Riskthinking.AI (Canada), Persefoni (US), and First Street (US).
Research Coverage
This research report covers the climate risk management market and is segmented by offering, technology, application, vertical, and region. By offering, the market is split into software and services. The software segment covers risk assessment & scenario analysis tools, climate risk modeling tools, climate data integration APIs, climate risk assessment APIs, climate data analytics platforms, compliance & reporting software, and other software types. The services segment covers professional services and managed services. The professional services subsegment covers training & consulting, system integration & deployment, and support & maintenance. By technology, the market is split into artificial intelligence and machine learning, geospatial & remote sensing, big data & advanced analytics, blockchain, and the internet of things. By application, the market is split into carbon accounting & emission management, disaster preparedness & early warning systems, ESG & sustainable investment risk analysis, weather & agriculture risk management, business & investment risk management, climate litigation & liability risk management, and other applications. By vertical, the market is segmented into BFSI, energy & utilities, agriculture & forestry, transportation & logistics, construction & real estate, government & public sector, manufacturing, and other verticals. The regional segmentation covers North America, Europe, Asia Pacific, the Middle East & Africa, and Latin America.
The report’s scope encompasses detailed information on the major factors, including drivers, restraints, challenges, and opportunities, which influence the growth of the climate risk management market. A detailed analysis of key industry players has been conducted to provide insights into their business overview, software and services, key strategies, contracts, partnerships, agreements, product & service launches, mergers and acquisitions, and recent developments in the climate risk management market. Moreover, the report provides a competitive analysis of emerging startups in the climate risk management market ecosystem.
Key Benefits of Buying the Report
The report will provide market leaders and new entrants with information on the closest approximations of the revenue numbers for the overall climate risk management market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights to better their business and plan suitable go-to-market strategies. It also helps stakeholders understand the market pulse and provides information on key drivers, restraints, challenges, and opportunities.
The report provides insights into the following pointers:
Analysis of key drivers (Increasing frequency and intensity of extreme weather events, growing economic pressures to build climate-resilient infrastructure, mounting regulatory pressure and disclosure requirements, increasing influence of investors and financial institutions), challenges (Significant financial resources and technical expertise requirements, methodological Inconsistencies and lack of standardization), opportunities (Growing demand for climate risk solutions in global finance, growth in advanced software and AI-powered climate solutions, green infrastructure and resilient supply chains strengthen business resilience to climate risk), and restraints (Limited availability of high-quality, standardized climate data, organizational resistance to change).
Product Development/Innovation: Detailed insights into upcoming technologies, research & development activities, and product & service launches in the climate risk management market
Market Development: Comprehensive information about lucrative markets across varied regions
Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the climate risk management market
Competitive Assessment: In-depth assessment of market share and growth strategies and service offerings of IBM (US), KPMG (Netherlands), Deloitte (UK), PwC (UK), Marsh McLennan (US), ESRI (US), Boston Consulting Group (BCG) (US), Ernst & Young (EY) (UK), Moody’s (US), Willis Towers Watson (WTW) (UK), MSCI (US), CoreLogic (US), S&P Global (US), Anthesis (UK), Bain & Company (US), Sunairio (US), Watershed (US), ClimateAI (US), Climate X (UK), Correntics (Switzerland), XDI (Australia), Jupiter Intelligence (US), Sust Global (UK), Mitiga Solutions (Spain), Manifest Climate (Canada), Entelligent (US), Schneider Electric (France), ClearVUE.Business (UK), Climate Scale (Spain), Riskthinking.AI (Canada), Persefoni (US), and First Street (US).
The report also helps stakeholders understand the pulse of the climate risk management market, providing insights into key drivers, restraints, challenges, and opportunities.
目錄 Table of Contents
1 INTRODUCTION 31
1.1 STUDY OBJECTIVES 31
1.2 MARKET DEFINITION 31
1.2.1 INCLUSIONS AND EXCLUSIONS 32
1.3 STUDY SCOPE 33
1.3.1 CLIMATE RISK MANAGEMENT MARKET SEGMENTATION 33
1.3.2 YEARS CONSIDERED 34
1.4 CURRENCY CONSIDERED 34
1.5 STAKEHOLDERS 34
2 EXECUTIVE SUMMARY 35
2.1 MARKET HIGHLIGHTS AND KEY INSIGHTS 35
2.2 KEY MARKET PARTICIPANTS: MAPPING OF STRATEGIC DEVELOPMENTS 38
2.3 DISRUPTIVE TRENDS IN CLIMATE RISK MANAGEMENT MARKET 39
2.4 HIGH-GROWTH SEGMENTS 40
2.5 REGIONAL SNAPSHOT: MARKET SIZE, GROWTH RATE, AND FORECAST 41
3 PREMIUM INSIGHTS 42
3.1 ATTRACTIVE OPPORTUNITIES IN CLIMATE RISK MANAGEMENT MARKET 42
3.2 CLIMATE RISK MANAGEMENT MARKET, BY REGION 43
3.3 CLIMATE RISK MANAGEMENT MARKET: TOP THREE APPLICATIONS 43
3.4 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING AND TECHNOLOGY 44
3.5 CLIMATE RISK MANAGEMENT MARKET, BY REGION 44
4 MARKET OVERVIEW 45
4.1 INTRODUCTION 45
4.2 MARKET DYNAMICS 45
4.2.1 DRIVERS 46
4.2.1.1 Increasing frequency and intensity of extreme weather events 46
4.2.1.2 Growing economic pressures to build climate-resilient infrastructure 46
4.2.1.3 Mounting regulatory pressure and disclosure requirements 46
4.2.1.4 Increasing influence of investors and financial institutions 47
4.2.2 RESTRAINTS 47
4.2.2.1 Limited availability of high-quality, standardized climate data 47
4.2.2.2 Organizational resistance to change 48
4.2.3 OPPORTUNITIES 48
4.2.3.1 Growing demand for climate risk solutions in global finance 48
4.2.3.2 Growth in advanced software and AI-powered climate solutions 48
4.2.3.3 Green infrastructure and resilient supply chains – strengthen business resilience to climate risk 49
4.2.4 CHALLENGES 49
4.2.4.1 Significant financial resources and technical expertise requirements 49
4.2.4.2 Methodological inconsistencies and lack of standardization 49
4.3 UNMET NEEDS AND WHITE SPACES 50
4.3.1 UNMET NEEDS IN CLIMATE RISK MANAGEMENT MARKET 50
4.3.2 WHITE SPACE OPPORTUNITIES 51
4.4 INTERCONNECTED MARKETS AND CROSS-SECTOR OPPORTUNITIES 51
4.4.1 INTERCONNECTED MARKETS 52
4.4.2 CROSS-SECTOR OPPORTUNITIES 52
4.5 STRATEGIC MOVES BY TIER-1/2/3 PLAYERS 52
5 INDUSTRY TRENDS 54
5.1 EVOLUTION OF CLIMATE RISK MANAGEMENT 54
5.2 PORTER’S FIVE FORCES ANALYSIS 55
5.2.1 THREAT OF NEW ENTRANTS 56
5.2.2 THREAT OF SUBSTITUTES 56
5.2.3 BARGAINING POWER OF SUPPLIERS 57
5.2.4 BARGAINING POWER OF BUYERS 57
5.2.5 INTENSITY OF COMPETITIVE RIVALRY 57
5.3 MACROECONOMIC OUTLOOK 57
5.3.1 INTRODUCTION 57
5.3.2 GDP TRENDS AND FORECAST 58
5.3.3 TRENDS IN GEOSPATIAL INTELLIGENCE INDUSTRY 59
5.3.4 TRENDS IN GREEN TECHNOLOGY AND SUSTAINABILITY INDUSTRY 60
5.4 ECOSYSTEM ANALYSIS 60
5.4.1 CLIMATE RISK MANAGEMENT MARKET, SOFTWARE TYPE 62
5.4.1.1 Risk Assessment & Scenario Analysis Tools 62
5.4.1.2 Climate Risk Modeling Tools 62
5.4.1.3 Climate Data Integration APIs 62
5.4.1.4 Climate Risk Assessment APIs 62
5.4.1.5 Climate Data Analytics Platforms 63
5.4.1.6 Compliance & Reporting Software 63
5.4.2 SERVICE PROVIDER 63
5.4.2.1 Professional Services 63
5.4.2.2 Managed Services 63
5.5 PRICING ANALYSIS 64
5.5.1 AVERAGE SELLING PRICE OF PRODUCT TYPE, BY KEY PLAYERS,2025 64
5.5.2 INDICATIVE PRICING ANALYSIS FOR KEY CLIMATE RISK MANAGEMENT,
BY PRODUCT OFFERING 65
5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 65
5.7 INVESTMENT AND FUNDING SCENARIO 67
5.8 CASE STUDY ANALYSIS 68
5.8.1 NILFISK STRENGTHENED CLIMATE DISCLOSURE WITH CDP REPORTING 68
5.8.2 CLIMATEAI ENABLED AI-DRIVEN CLIMATE ADAPTATION FOR AGRICULTURE 68
5.8.3 DELIVERY HERO SCALED CLIMATE STRATEGY WITH DATA-DRIVEN PLATFORM 69
5.8.4 LIQUATS VEGETALS NAVIGATED EUDR WITH CLIMATE & NATURE STRATEGY 69
6 STRATEGIC DISRUPTION: PATENTS, DIGITAL, AND AI ADOPTION 70
6.1 KEY TECHNOLOGIES 70
6.1.1 ARTIFICIAL INTELLIGENCE (AI) 70
6.1.2 INTERNET OF THINGS (IOT) 70
6.1.3 EARTH OBSERVATION (EO) SATELLITES 70
6.1.4 CLIMATE MODELING SOFTWARE 71
6.1.5 PARAMETRIC INSURANCE PLATFORMS 71
6.2 COMPLEMENTARY TECHNOLOGIES 71
6.2.1 BLOCKCHAIN 71
6.2.2 SMART GRIDS 72
6.2.3 ADVANCED WATER MANAGEMENT SYSTEMS 72
6.2.4 CARBON CAPTURE AND STORAGE (CCS) 72
6.2.5 CLIMATE RESILIENT INFRASTRUCTURE TOOLS 72
6.3 ADJACENT TECHNOLOGIES 73
6.3.1 QUANTUM COMPUTING 73
6.3.2 5G CONNECTIVITY 73
6.3.2.1 Geospatial Information Systems (GIS) 73
6.3.3 ENERGY STORAGE SOLUTIONS 74
6.3.3.1 Vertical Farming Technologies 74
6.4 PATENT ANALYSIS 74
6.4.1 METHODOLOGY 74
6.4.2 PATENTS FILED, BY DOCUMENT TYPE, 2016-2026 74
6.4.3 INNOVATION AND PATENT APPLICATIONS 74
6.5 IMPACT OF AI ON CLIMATE RISK MANAGEMENT MARKET 78
6.5.1 BEST PRACTICES IN CLIMATE RISK MANAGEMENT MARKET 79
7 REGULATORY LANDSCAPE 80
7.1 REGULATORY LANDSCAPE 80
7.1.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 80
7.1.1.1 Task Force on Climate-related Financial Disclosures (TCFD) 80
7.1.1.2 International Organization of Securities Commissions (IOSCO) 80
7.1.1.3 United Nations Environment Programme (UNEP) 80
7.1.2 KEY REGULATIONS 82
7.1.2.1 North America 82
7.1.2.1.1 US 83
7.1.2.2 Europe 83
7.1.2.2.1 UK 83
7.1.2.3 Asia Pacific 83
7.1.2.3.1 India 83
7.1.2.3.2 Japan 84
7.1.2.4 Middle East & Africa 84
7.1.2.4.1 Saudi Arabia 84
7.1.2.5 Latin America 84
7.1.2.5.1 Brazil 84
7.1.3 INDUSTRY STANDARDS 85
8 CUSTOMER LANDSCAPE & BUYER BEHAVIOR 86
8.1 KEY STAKEHOLDERS INVOLVED IN BUYING PROCESS AND THEIR EVALUATION CRITERIA 86
8.1.1 KEY STAKEHOLDERS IN BUYING PROCESS 86
8.1.2 BUYING CRITERIA 87
8.2 UNMET NEEDS FROM VARIOUS VERTICALS 87
9 CLIMATE RISK MANAGEMENT MARKET, BY OFFERING 89
9.1 INTRODUCTION 90
9.1.1 OFFERINGS: CLIMATE RISK MANAGEMENT MARKET DRIVERS 91
9.2 SOFTWARE 91
9.2.1 RISK ASSESSMENT & SCENARIO ANALYSIS TOOLS 93
9.2.1.1 Scenario modeling platforms enable enterprises to evaluate climate exposure & test future conditions 93
9.2.2 CLIMATE RISK MODELING TOOLS 94
9.2.2.1 Predictive climate modeling applications enable enterprises to interpret complex environmental data & estimate future disruptions 94
9.2.3 CLIMATE DATA INTEGRATION APIS 95
9.2.3.1 Climate data APIs streamline access to environmental intelligence for enterprise risk systems 95
9.2.4 CLIMATE RISK ASSESSMENT APIS 96
9.2.4.1 Risk assessment APIs enable automated climate exposure evaluation across digital enterprise systems 96
9.2.5 CLIMATE DATA ANALYTICS PLATFORMS 97
9.2.5.1 Analytics platforms transform large-scale climate data into strategic business intelligence 97
9.2.6 COMPLIANCE & REPORTING SOFTWARE 98
9.2.6.1 Reporting software strengthens climate disclosure accuracy and regulatory alignment 98
9.2.7 OTHER SOFTWARE 99
9.3 SERVICES 100
9.3.1 PROFESSIONAL SERVICES 101
9.3.1.1 Training & consulting 103
9.3.1.1.1 Expert led advisory and capability building services help organizations embed climate risk strategies into long-term operations 103
9.3.1.2 System integration & deployment 104
9.3.1.2.1 Implementation services ensure climate risk solutions effectively embedded across enterprise digital ecosystems 104
9.3.1.3 Support & maintenance 105
9.3.1.3.1 Continuous service support sustains platform performance and long-term climate risk readiness 105
9.3.2 MANAGED SERVICES 106
10 CLIMATE RISK MANAGEMENT MARKET, BY TECHNOLOGY 108
10.1 INTRODUCTION 109
10.1.1 TECHNOLOGY: CLIMATE RISK MANAGEMENT MARKET DRIVERS 109
10.2 ARTIFICIAL INTELLIGENCE & MACHINE LEARNING 110
10.2.1 AI AND ML ACCELERATE PREDICTIVE INTELLIGENCE AND ADAPTIVE CLIMATE STRATEGIES ACROSS ENTERPRISE RISK ECOSYSTEMS 110
10.3 GEOSPATIAL & REMOTE SENSING 111
10.3.1 GEOSPATIAL AND REMOTE SENSING STRENGTHEN CLIMATE VISIBILITY THROUGH REAL-TIME EARTH OBSERVATION AND SPATIAL INTELLIGENCE 111
10.4 BIG DATA & ADVANCED ANALYTICS 113
10.4.1 BIG DATA AND ADVANCED ANALYTICS UNLOCK LARGE-SCALE CLIMATE INTELLIGENCE FOR STRATEGIC RISK DECISIONS 113
10.5 BLOCKCHAIN 114
10.5.1 BLOCKCHAIN ENHANCES TRANSPARENCY AND TRUST IN CLIMATE DATA EXCHANGE AND SUSTAINABILITY REPORTING 114
10.6 INTERNET OF THINGS (IOT) 115
10.6.1 INTERNET OF THINGS EXPANDS REAL-TIME ENVIRONMENTAL INTELLIGENCE ACROSS CLIMATE RISK MANAGEMENT SYSTEMS 115
11 CLIMATE RISK MANAGEMENT MARKET, BY APPLICATION 117
11.1 INTRODUCTION 118
11.1.1 APPLICATION: CLIMATE RISK MANAGEMENT MARKET DRIVERS 119
11.2 CARBON ACCOUNTING & EMISSIONS MANAGEMENT 120
11.2.1 TURNING EMISSIONS INTO FINANCIAL INTELLIGENCE FOR CLIMATE ACCOUNTABILITY 120
11.3 DISASTER PREPAREDNESS & EARLY WARNING SYSTEMS 121
11.3.1 EMBEDDING DISASTER PREPAREDNESS AND EARLY WARNING SYSTEMS AS REAL TIME INTELLIGENCE INFRASTRUCTURE FOR CLIMATE-DRIVEN RISK MITIGATION 121
11.4 ESG & SUSTAINABLE INVESTMENT RISK ANALYSIS 122
11.4.1 REFRAMING ESG INTELLIGENCE AS CORE MECHANISM FOR FINANCIAL RISK EVALUATION AND INVESTMENT STRATEGY DESIGN 122
11.5 WEATHER & AGRICULTURE RISK MANAGEMENT 123
11.5.1 CONVERGING CLIMATE INTELLIGENCE AND FARM-LEVEL ANALYTICS FOR PROACTIVE EXPOSURE REDUCTION AND YIELD STABILITY 123
11.6 BUSINESS & INVESTMENT RISK MANAGEMENT 125
11.6.1 INTEGRATING CLIMATE VARIABILITY INTO CORPORATE RISK, CAPITAL PLANNING, AND INVESTMENT GOVERNANCE FRAMEWORKS 125
11.7 CLIMATE LITIGATION & LIABILITY RISK MANAGEMENT 126
11.7.1 LINKING REGULATORY ENFORCEMENT, CORPORATE ACCOUNTABILITY, AND FINANCIAL LIABILITY INTO INTEGRATED RISK FORESIGHT SYSTEMS 126
11.8 OTHER APPLICATIONS 127
12 CLIMATE RISK MANAGEMENT MARKET, BY VERTICAL 129
12.1 INTRODUCTION 130
12.1.1 VERTICAL: CLIMATE RISK MANAGEMENT MARKET DRIVERS 131
12.2 BFSI 132
12.2.1 INSURANCE 133
12.2.1.1 Insurance models evolving from loss protection to climate intelligence leadership 133
12.2.2 REINSURANCE 134
12.2.2.1 Reinsurance strategies shifting toward predictive climate capital management 134
12.2.3 BANKING 134
12.2.3.1 Banks embedding climate intelligence into core lending and capital decisions 134
12.2.4 INVESTMENT BANKING 135
12.2.4.1 Investment banks redefining deal strategy through climate-driven financial insight 135
12.2.5 INSURANCE BROKERAGE 135
12.2.5.1 Insurance brokers transforming advisory models through climate risk intelligence 135
12.2.6 ASSET MANAGEMENT 136
12.2.6.1 Asset managers embedding climate analytics into portfolio construction and stewardship 136
12.2.7 CREDIT RATING AGENCIES 136
12.2.7.1 Credit rating agencies reframing creditworthiness through climate exposure assessment 136
12.3 ENERGY & UTILITIES 137
12.3.1 INTEGRATED OIL COMPANIES 138
12.3.1.1 Embedding enterprise-wide climate intelligence into upstream to downstream operations redefining resilience for integrated oil companies 138
12.3.2 NATURAL GAS PROVIDERS 139
12.3.2.1 Advancing methane intelligence and infrastructure resilience becoming defining climate imperative for natural gas providers 139
12.3.3 RENEWABLE ENERGY COMPANIES (SOLAR, WIND) 139
12.3.3.1 Scaling climate adaptive asset strategies becoming essential for renewable energy companies operating solar and wind portfolios 139
12.3.4 POWER UTILITIES 140
12.3.4.1 Modernizing grid resilience through climate intelligence redefining operational strategy for power utilities 140
12.3.5 WATER MANAGEMENT ORGANIZATIONS 141
12.3.5.1 Climate adaptive infrastructure planning becoming mission-critical for water management organizations 141
12.4 AGRICULTURE & FORESTRY 141
12.4.1 FOOD PRODUCTION COMPANIES 142
12.4.1.1 Building climate-adaptive food systems for long-term supply security 142
12.4.2 AGRO-TRADERS & COMMODITY TRADING 143
12.4.2.1 Strengthening climate visibility across agricultural trade networks 143
12.4.3 AGRITECH PLATFORMS 144
12.4.3.1 Digitalizing climate intelligence across agricultural production systems 144
12.4.4 FORESTRY MANAGEMENT ENTERPRISES 144
12.4.4.1 Scaling climate resilience through sustainable forest stewardship systems 144
12.5 TRANSPORTATION & LOGISTICS 145
12.5.1 SHIPPING & MARITIME 146
12.5.1.1 Navigating climate volatility as core operational risk driver in shipping and maritime logistics 146
12.5.2 AVIATION 147
12.5.2.1 Rebuilding aviation resilience through climate risk integration across fleet, fuel, and network systems 147
12.5.3 RAILWAYS 147
12.5.3.1 Global rail operators integrate climate risk analytics and infrastructure hardening strategies to mitigate heat flood and landslide impacts, ensuring continuous and resilient rail mobility across networks 147
12.5.4 ROAD TRANSPORT OPERATORS 148
12.5.4.1 Embedding climate intelligence into road transport operations for network continuity and disruption resilience 148
12.5.5 FREIGHT & LOGISTICS COMPANIES 148
12.5.5.1 Climate intelligence across freight and logistics networks for disruption-proof supply chains 148
12.6 CONSTRUCTION & REAL ESTATE 149
12.6.1 REAL ESTATE INVESTMENT TRUSTS (REITS) 150
12.6.1.1 Resilience into long-term capital allocation and asset value preservation 150
12.6.2 REAL ESTATE DEVELOPERS 151
12.6.2.1 Real estate developers driving climate resilient urbanization through integrated risk embedded design and asset-level climate intelligence 151
12.6.3 COMMERCIAL & RESIDENTIAL REAL ESTATE 152
12.6.3.1 Embedding asset level resilience into valuation, design, and portfolio stability 152
12.6.4 B2C ONLINE PROPERTY PLATFORMS 152
12.6.4.1 Embedding climate risk intelligence into digital home discovery and transaction decisioning 152
12.7 GOVERNMENT & PUBLIC SECTOR 153
12.7.1 CITY PLANNING DEPARTMENTS 154
12.7.1.1 Spatial intelligence to transform urban governance into climate-adaptive city systems 154
12.7.2 CLIMATE RESILIENCE OFFICES 155
12.7.2.1 Institutionalizing climate risk governance through dedicated resilience offices for proactive urban adaptation 155
12.7.3 DISASTER MANAGEMENT AUTHORITIES 155
12.7.3.1 Reengineering disaster governance into predictive command networks for climate-driven crisis response 155
12.7.4 NATIONAL CLIMATE AGENCIES 156
12.7.4.1 Strengthening national climate intelligence infrastructure as backbone of sovereign risk governance and early warning systems 156
12.8 MANUFACTURING 157
12.8.1 CLIMATE RISK INTELLIGENCE ANCHORING MANUFACTURING RESILIENCE ACROSS GLOBAL PRODUCTION NETWORKS 157
12.9 OTHER VERTICALS 158
13 CLIMATE RISK MANAGEMENT MARKET, BY REGION 160
13.1 INTRODUCTION 161
13.2 NORTH AMERICA 163
13.2.1 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET DRIVERS 163
13.2.2 US 169
13.2.2.1 Embedding Climate Intelligence into Enterprise Risk Architecture 169
13.2.3 CANADA 170
13.2.3.1 Scaling Resilience Across Resource-driven and Climate-exposed Sectors 170
13.3 EUROPE 171
13.3.1 EUROPE: CLIMATE RISK MANAGEMENT MARKET DRIVERS 171
13.3.2 UK 177
13.3.2.1 Advancing Financial Sector Leadership in Climate Scenario Integration 177
13.3.3 GERMANY 178
13.3.3.1 Strengthening Industrial Resilience Through Climate-informed Operations 178
13.3.4 FRANCE 179
13.3.4.1 Linking Institutional Finance with Long-horizon Physical Risk Planning 179
13.3.5 ITALY 180
13.3.5.1 Translating Multi-hazard Exposure into Strategic Enterprise Action 180
13.3.6 SPAIN 181
13.3.6.1 Protecting Climate-sensitive Economic Engines Through Predictive Analytics 181
13.3.7 REST OF EUROPE 182
13.4 ASIA PACIFIC 183
13.4.1 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET DRIVERS 184
13.4.2 CHINA 190
13.4.2.1 Aligning Climate Analytics with Large-scale Infrastructure Transformation 190
13.4.3 JAPAN 191
13.4.3.1 Extending Advanced Risk Culture into Long-term Climate Adaptation 191
13.4.4 INDIA 192
13.4.4.1 Expanding Climate Risk Capabilities Across Agriculture and Infrastructure 192
13.4.5 AUSTRALIA & NEW ZEALAND 193
13.4.5.1 Advancing Climate Resilience Across High-exposure Developed Economies 193
13.4.6 SINGAPORE 194
13.4.6.1 Financial Hub Positions Climate Analytics as Regional Capital Market Infrastructure 194
13.4.7 SOUTH KOREA 194
13.4.7.1 Integrating Climate Resilience into Export-led Industrial Systems 194
13.4.8 REST OF ASIA PACIFIC 195
13.5 MIDDLE EAST & AFRICA 196
13.5.1 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET DRIVERS 197
13.5.2 KINGDOM OF SAUDI ARABIA 202
13.5.2.1 Embedding Climate Resilience into National Transformation Projects 202
13.5.3 UNITED ARAB EMIRATES (UAE) 203
13.5.3.1 Positioning Climate Risk as Core to Future Economic Viability 203
13.5.4 SOUTH AFRICA 204
13.5.4.1 Balancing Resource Sector Demands with Long-term Climate Adaptation 204
13.5.5 REST OF MIDDLE EAST & AFRICA 205
13.6 LATIN AMERICA 206
13.6.1 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET DRIVERS 206
13.6.2 BRAZIL 212
13.6.2.1 Building Climate Intelligence for Resource-dependent Growth Models 212
13.6.3 MEXICO 213
13.6.3.1 Managing Industrial Expansion Under Rising Climate Constraints 213
13.6.4 ARGENTINA 214
13.6.4.1 Securing Agricultural Stability Through Precision Climate Forecasting 214
13.6.5 REST OF LATIN AMERICA 215
14 COMPETITIVE LANDSCAPE 217
14.1 OVERVIEW 217
14.2 KEY PLAYER STRATEGIES, 2021–2025 217
14.3 REVENUE ANALYSIS, 2021–2025 219
14.4 MARKET SHARE ANALYSIS, 2025 220
14.4.1 MARKET RANKING ANALYSIS, 2025 221
14.5 PRODUCT COMPARATIVE ANALYSIS 223
14.5.1 PRODUCT COMPARATIVE ANALYSIS, BY SOFTWARE (CLIMATE RISK MANAGEMENT) 223
14.5.1.1 ClimateLens (Marsh McLennan) 223
14.5.1.2 ArcGIS Climate Resilience (ESRI) 224
14.5.1.3 Climate Risk Analytics (CoreLogic) 224
14.5.1.4 Activator (Anthesis) 224
14.5.1.5 Environmental Intelligence Suite (IBM) 224
14.5.2 PRODUCT COMPARATIVE ANALYSIS, BY SERVICE (CLIMATE RISK MANAGEMENT) 225
14.5.2.1 Climate Risk Advisory (EY) 225
14.5.2.2 Climate Strategy Consulting (BCG) 226
14.5.2.3 Climate Risk and Decarbonization Hub (KPMG) 226
14.5.2.4 Climate Risk Services (Deloitte) 226
14.5.2.5 TCFD & ESG Reporting Services (PwC) 226
14.5.3 PRODUCT COMPARATIVE ANALYSIS, BY API (CLIMATE RISK MANAGEMENT) 227
14.5.3.1 Climate Risk API (WTW) 227
14.5.3.2 Climate Data API (S&P Global) 227
14.5.3.3 Climate Value-at-Risk API (MSCI) 228
14.5.3.4 Climate Risk Metrics API (Moody’s) 228
14.5.3.5 Climate Risk Intelligence API (First Street) 228
14.6 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2025 228
14.6.1 STARS 228
14.6.2 EMERGING LEADERS 228
14.6.3 PERVASIVE PLAYERS 229
14.6.4 PARTICIPANTS 229
14.6.5 COMPANY FOOTPRINT: KEY PLAYERS, 2025 230
14.6.5.1 Company footprint 230
14.6.5.2 Regional footprint 230
14.6.5.3 Offering footprint 231
14.6.5.4 Application footprint 232
14.6.5.5 Vertical footprint 232
14.7 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2025 233
14.7.1 PROGRESSIVE COMPANIES 233
14.7.2 RESPONSIVE COMPANIES 233
14.7.3 DYNAMIC COMPANIES 233
14.7.4 STARTING BLOCKS 234
14.7.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2025 235
14.7.5.1 Detailed list of key startups/SMEs 235
14.7.5.2 Competitive benchmarking of key startups/SMEs 236
14.8 COMPETITIVE SCENARIO 237
14.8.1 PRODUCT LAUNCHES AND ENHANCEMENTS 237
14.8.2 DEALS 238
15 COMPANY PROFILES 239
15.1 KEY PLAYERS 239
15.1.1 IBM 239
15.1.1.1 Business overview 239
15.1.1.2 Products/Solutions/Services offered 240
15.1.1.3 Recent developments 241
15.1.1.3.1 Product launches & enhancements 241
15.1.1.3.2 Deals 242
15.1.1.4 MnM view 243
15.1.1.4.1 Key strengths 243
15.1.1.4.2 Strategic choices 244
15.1.1.4.3 Weaknesses and competitive threats 244
15.1.2 KPMG 245
15.1.2.1 Business overview 245
15.1.2.2 Products/Solutions/Services offered 245
15.1.2.3 Recent developments 246
15.1.2.3.1 Product launches & enhancements 246
15.1.2.3.2 Deals 247
15.1.2.4 MnM view 248
15.1.2.4.1 Key strengths 248
15.1.2.4.2 Strategic choices 249
15.1.2.4.3 Weaknesses and competitive threats 249
15.1.3 DELOITTE 250
15.1.3.1 Business overview 250
15.1.3.2 Products/Solutions/Services offered 251
15.1.3.3 Recent developments 252
15.1.3.3.1 Product launches & enhancements 252
15.1.3.3.2 Deals 253
15.1.3.4 MnM view 254
15.1.3.4.1 Key strengths 254
15.1.3.4.2 Strategic choices 254
15.1.3.4.3 Weaknesses and competitive threats 254
15.1.4 PWC 255
15.1.4.1 Business overview 255
15.1.4.2 Products/Solutions/Services offered 256
15.1.4.3 Recent developments 257
15.1.4.3.1 Product launches & enhancements 257
15.1.4.3.2 Deals 258
15.1.4.4 MnM view 259
15.1.4.4.1 Key strengths 259
15.1.4.4.2 Strategic choices 259
15.1.4.4.3 Weaknesses and competitive threats 259
15.1.5 MARSH MCLENNAN 260
15.1.5.1 Business overview 260
15.1.5.2 Products/Solutions/Services offered 261
15.1.5.3 Recent developments 262
15.1.5.3.1 PRODUCT LAUNCHES & ENHANCEMENTS 262
15.1.5.3.2 Deals 263
15.1.5.4 MnM view 264
15.1.5.4.1 Key strengths 264
15.1.5.4.2 Strategic choices 264
15.1.5.4.3 Weaknesses and competitive threats 265
15.1.6 ESRI 266
15.1.6.1 Business overview 266
15.1.6.2 Products/Solutions/Services offered 266
15.1.6.3 Recent developments 267
15.1.6.3.1 Deals 268
15.1.7 BOSTON CONSULTING GROUP 269
15.1.7.1 Business overview 269
15.1.7.2 Products/Solutions/Services offered 269
15.1.7.3 Recent developments 270
15.1.7.3.1 Deals 270
15.1.8 ERNST & YOUNG (EY) 272
15.1.8.1 Business overview 272
15.1.8.2 Products/Solutions/Services offered 272
15.1.8.3 Recent developments 273
15.1.8.3.1 Product launches & enhancements 273
15.1.8.3.2 Deals 274
15.1.9 MOODY’S ANALYTICS 276
15.1.9.1 Business overview 276
15.1.9.2 Products/Solutions/Services offered 277
15.1.9.3 Recent developments 278
15.1.9.3.1 Deals 278
15.1.10 WILLIS TOWERS WATSON (WTW) PLC 280
15.1.10.1 Business overview 280
15.1.10.2 Products/Solutions/Services offered 281
15.1.10.3 Recent developments 282
15.1.10.3.1 Product launches & enhancements 282
15.1.10.3.2 Deals 283
15.1.11 MSCI 285
15.1.11.1 Products/Solutions/Services offered 286
15.1.11.2 Recent developments 287
15.1.11.2.1 Deals 287
15.1.12 CORELOGIC 288
15.1.12.1 Business overview 288
15.1.12.2 Products/Solutions/Services offered 288
15.1.12.3 Recent developments 289
15.1.12.3.1 Product launches 289
15.1.12.3.2 Deals 289
15.1.13 S&P GLOBAL 290
15.1.13.1 Business overview 290
15.1.13.2 Products/Solutions/Services offered 291
15.1.13.3 Recent developments 292
15.1.13.3.1 Product launches & enhancements 292
15.1.13.3.2 Deals 292
15.1.14 ANTHESIS 293
15.1.14.1 Business overview 293
15.1.14.2 Products/Solutions/Services offered 293
15.1.14.3 Recent developments 294
15.1.14.3.1 Deals 294
15.1.15 BAIN & COMPANY 295
15.1.15.1 Business overview 295
15.1.15.2 Products/Solutions/Services offered 295
15.1.15.3 Recent developments 296
15.1.15.3.1 Product launches & enhancements 296
15.1.15.3.2 Deals 296
15.2 OTHER KEY PLAYERS 297
15.2.1 SUNAIRIO 297
15.2.2 WATERSHED 298
15.2.3 CLIMATEAI 299
15.2.4 CLIMATE X 300
15.2.5 CORRENTICS 301
15.2.6 XDI 302
15.2.7 JUPITER INTELLIGENCE 303
15.2.8 SUST GLOBAL 304
15.2.9 MITIGA SOLUTIONS 305
15.2.10 MANIFEST CLIMATE 306
15.2.11 ENTELLIGENT 307
15.2.12 SE ADVISORY SERVICE 308
15.2.13 CLEARVUE.BUSINESS 309
15.2.14 CLIMATESCALE 310
15.2.15 RISKTHINKING.AI 311
15.2.16 PERSEFONI 312
15.2.17 FIRST STREET 313
16 RESEARCH METHODOLOGY 314
16.1 RESEARCH DATA 314
16.1.1 SECONDARY DATA 315
16.1.2 PRIMARY DATA 315
16.1.2.1 Breakup of primary profiles 316
16.1.2.2 Key industry insights 316
16.2 MARKET BREAKUP AND DATA TRIANGULATION 317
16.3 MARKET SIZE ESTIMATION 317
16.3.1 TOP-DOWN APPROACH 318
16.3.2 BOTTOM-UP APPROACH 318
16.4 MARKET FORECAST 321
16.5 RESEARCH ASSUMPTIONS 322
16.6 STUDY LIMITATIONS 324
17 APPENDIX 325
17.1 DISCUSSION GUIDE 325
17.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 331
17.3 CUSTOMIZATION OPTIONS 333
17.4 RELATED REPORTS 333
17.5 AUTHOR DETAILS 334
圖表清單 List of Tables & Figures
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2021–2025 34
TABLE 2 STRATEGIC MOVES BY TIER-1/2/3 PLAYERS 53
TABLE 3 IMPACT OF PORTER’S FIVE FORCES ON CLIMATE RISK MANAGEMENT MARKET 55
TABLE 4 GDP PERCENTAGE CHANGE, BY KEY COUNTRY, 2021–2029 58
TABLE 5 CLIMATE RISK MANAGEMENT MARKET: ECOSYSTEM 60
TABLE 6 AVERAGE SELLING PRICE OF PRODUCT TYPES OF KEY PLAYERS (USD) 64
TABLE 7 INDICATIVE PRICING ANALYSIS FOR KEY CLIMATE RISK MANAGEMENT,
BY PRODUCT OFFERING 65
TABLE 8 PATENTS FILED, 2016–2026 74
TABLE 9 LIST OF TOP PATENTS IN CLIMATE RISK MANAGEMENT MARKET, 2025–2026 75
TABLE 10 TOP USE CASES AND MARKET POTENTIAL 78
TABLE 11 BEST PRACTICES: COMPANIES IMPLEMENTING USE CASES 79
TABLE 12 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 81
TABLE 13 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 81
TABLE 14 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 81
TABLE 15 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82
TABLE 16 GLOBAL INDUSTRY STANDARDS FOR CLIMATE RISK MANAGEMENT MARKET 85
TABLE 17 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 86
TABLE 18 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 87
TABLE 19 UNMET NEEDS IN CLIMATE RISK MANAGEMENT MARKET, BY VERTICAL 88
TABLE 20 CLIMATE RISK MANAGEMENT MARKET, BY OFFERING, 2021-2025 (USD MILLION) 91
TABLE 21 CLIMATE RISK MANAGEMENT MARKET, BY OFFERING, 2026-2031 (USD MILLION) 91
TABLE 22 CLIMATE RISK MANAGEMENT MARKET, BY SOFTWARE, 2021-2025 (USD MILLION) 92
TABLE 23 CLIMATE RISK MANAGEMENT MARKET, BY SOFTWARE, 2026-2031 (USD MILLION) 93
TABLE 24 RISK ASSESSMENT & SCENARIO ANALYSIS TOOLS: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021–2025 (USD MILLION) 94
TABLE 25 RISK ASSESSMENT & SCENARIO ANALYSIS TOOLS: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026–2031 (USD MILLION) 94
TABLE 26 CLIMATE RISK MODELING TOOLS: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2021-2025 (USD MILLION) 95
TABLE 27 CLIMATE RISK MODELING TOOLS: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2026-2031 (USD MILLION) 95
TABLE 28 CLIMATE DATA INTEGRATION APIS: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2021-2025 (USD MILLION) 96
TABLE 29 CLIMATE DATA INTEGRATION APIS: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2026-2031 (USD MILLION) 96
TABLE 30 CLIMATE RISK ASSESSMENT APIS: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2021-2025 (USD MILLION) 97
TABLE 31 CLIMATE RISK ASSESSMENT APIS: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2026-2031 (USD MILLION) 97
TABLE 32 CLIMATE DATA ANALYTICS PLATFORMS: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021-2025 (USD MILLION) 98
TABLE 33 CLIMATE DATA ANALYTICS PLATFORMS: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026-2031 (USD MILLION) 98
TABLE 34 COMPLIANCE & REPORTING SOFTWARE: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021-2025 (USD MILLION) 99
TABLE 35 COMPLIANCE & REPORTING SOFTWARE: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026-2031 (USD MILLION) 99
TABLE 36 OTHER SOFTWARE: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2021-2025 (USD MILLION) 100
TABLE 37 OTHER SOFTWARE: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2026-2031 (USD MILLION) 100
TABLE 38 CLIMATE RISK MANAGEMENT MARKET, BY SERVICE, 2021-2025 (USD MILLION) 101
TABLE 39 CLIMATE RISK MANAGEMENT MARKET, BY SERVICE, 2026-2031 (USD MILLION) 101
TABLE 40 CLIMATE RISK MANAGEMENT MARKET, BY PROFESSIONAL SERVICE,
2021-2025 (USD MILLION) 102
TABLE 41 CLIMATE RISK MANAGEMENT MARKET, BY PROFESSIONAL SERVICE,
2026-2031 (USD MILLION) 102
TABLE 42 TRAINING & CONSULTING: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021-2025 (USD MILLION) 103
TABLE 43 TRAINING & CONSULTING: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026-2031 (USD MILLION) 103
TABLE 44 SYSTEM INTEGRATION & DEPLOYMENT: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021-2025 (USD MILLION) 104
TABLE 45 SYSTEM INTEGRATION & DEPLOYMENT: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026-2031 (USD MILLION) 105
TABLE 46 SUPPORT & MAINTENANCE: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021-2025 (USD MILLION) 105
TABLE 47 SUPPORT & MAINTENANCE: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026-2031 (USD MILLION) 106
TABLE 48 MANAGED SERVICES: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2021-2025 (USD MILLION) 106
TABLE 49 MANAGED SERVICES: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2026-2031 (USD MILLION) 107
TABLE 50 CLIMATE RISK MANAGEMENT MARKET, BY TECHNOLOGY,
2021-2025 (USD MILLION) 110
TABLE 51 CLIMATE RISK MANAGEMENT MARKET, BY TECHNOLOGY,
2026-2031 (USD MILLION) 110
TABLE 52 ARTIFICIAL INTELLIGENCE & MACHINE LEARNING: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021-2025 (USD MILLION) 111
TABLE 53 ARTIFICIAL INTELLIGENCE & MACHINE LEARNING: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026-2031 (USD MILLION) 111
TABLE 54 GEOSPATIAL & REMOTE SENSING: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2021-2025 (USD MILLION) 112
TABLE 55 GEOSPATIAL & REMOTE SENSING: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2026-2031 (USD MILLION) 112
TABLE 56 BIG DATA & ADVANCED ANALYTICS: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2021-2025 (USD MILLION) 113
TABLE 57 BIG DATA & ADVANCED ANALYTICS: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2026-2031 (USD MILLION) 113
TABLE 58 BLOCKCHAIN: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2021-2025 (USD MILLION) 114
TABLE 59 BLOCKCHAIN: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2026-2031 (USD MILLION) 114
TABLE 60 INTERNET OF THINGS (IOT): CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021–2025 (USD MILLION) 115
TABLE 61 INTERNET OF THINGS (IOT): CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026–2031 (USD MILLION) 116
TABLE 62 CLIMATE RISK MANAGEMENT MARKET, BY APPLICATION,
2021-2025 (USD MILLION) 119
TABLE 63 CLIMATE RISK MANAGEMENT MARKET, BY APPLICATION,
2026-2031 (USD MILLION) 120
TABLE 64 CARBON ACCOUNTING & EMISSIONS MANAGEMENT: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021-2025 (USD MILLION) 121
TABLE 65 CARBON ACCOUNTING & EMISSIONS MANAGEMENT: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026-2031 (USD MILLION) 121
TABLE 66 DISASTER PREPAREDNESS & EARLY WARNING SYSTEMS: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021-2025 (USD MILLION) 122
TABLE 67 DISASTER PREPAREDNESS & EARLY WARNING SYSTEMS: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026-2031 (USD MILLION) 122
TABLE 68 ESG & SUSTAINABLE INVESTMENT RISK ANALYSIS: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021-2025 (USD MILLION) 123
TABLE 69 ESG & SUSTAINABLE INVESTMENT RISK ANALYSIS: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026-2031 (USD MILLION) 123
TABLE 70 WEATHER & AGRICULTURE RISK MANAGEMENT: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021-2025 (USD MILLION) 124
TABLE 71 WEATHER & AGRICULTURE RISK MANAGEMENT: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026-2031 (USD MILLION) 124
TABLE 72 BUSINESS & INVESTMENT RISK MANAGEMENT: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021-2025 (USD MILLION) 125
TABLE 73 BUSINESS & INVESTMENT RISK MANAGEMENT: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026-2031 (USD MILLION) 126
TABLE 74 CLIMATE LITIGATION & LIABILITY RISK MANAGEMENT: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021-2025 (USD MILLION) 127
TABLE 75 CLIMATE LITIGATION & LIABILITY RISK MANAGEMENT: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026-2031 (USD MILLION) 127
TABLE 76 OTHER APPLICATIONS: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2021-2025 (USD MILLION) 128
TABLE 77 OTHER APPLICATIONS: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2026-2031 (USD MILLION) 128
TABLE 78 CLIMATE RISK MANAGEMENT MARKET, BY VERTICAL, 2021-2025 (USD MILLION) 131
TABLE 79 CLIMATE RISK MANAGEMENT MARKET, BY VERTICAL, 2026-2031 (USD MILLION) 132
TABLE 80 BFSI: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2021-2025 (USD MILLION) 133
TABLE 81 BFSI: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2026-2031 (USD MILLION) 133
TABLE 82 ENERGY & UTILITIES: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2021-2025 (USD MILLION) 138
TABLE 83 ENERGY & UTILITIES: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2026-2031 (USD MILLION) 138
TABLE 84 AGRICULTURE & FORESTRY: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021-2025 (USD MILLION) 142
TABLE 85 AGRICULTURE & FORESTRY: CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026-2031 (USD MILLION) 142
TABLE 86 TRANSPORTATION & LOGISTICS: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2021-2025 (USD MILLION) 145
TABLE 87 TRANSPORTATION & LOGISTICS: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2026-2031 (USD MILLION) 146
TABLE 88 CONSTRUCTION & REAL ESTATE: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2021-2025 (USD MILLION) 150
TABLE 89 CONSTRUCTION & REAL ESTATE: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2026-2031 (USD MILLION) 150
TABLE 90 GOVERNMENT & PUBLIC SECTOR: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2021-2025 (USD MILLION) 154
TABLE 91 GOVERNMENT & PUBLIC SECTOR: CLIMATE RISK MANAGEMENT MARKET,
BY REGION, 2026-2031 (USD MILLION) 154
TABLE 92 MANUFACTURING: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2021-2025 (USD MILLION) 157
TABLE 93 MANUFACTURING: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2026-2031 (USD MILLION) 158
TABLE 94 OTHER VERTICALS: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2021-2025 (USD MILLION) 159
TABLE 95 OTHER VERTICALS: CLIMATE RISK MANAGEMENT MARKET, BY REGION,
2026-2031 (USD MILLION) 159
TABLE 96 CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2021-2025 (USD MILLION) 162
TABLE 97 CLIMATE RISK MANAGEMENT MARKET, BY REGION, 2026-2031 (USD MILLION) 162
TABLE 98 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING, 2021-2025 (USD MILLION) 164
TABLE 99 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 164
TABLE 100 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY SOFTWARE,
2021-2025 (USD MILLION) 165
TABLE 101 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY SOFTWARE,
2026-2031 (USD MILLION) 165
TABLE 102 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY SERVICE,
2021-2025 (USD MILLION) 165
TABLE 103 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY SERVICE,
2026-2031 (USD MILLION) 166
TABLE 104 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY PROFESSIONAL SERVICE, 2021-2025 (USD MILLION) 166
TABLE 105 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY PROFESSIONAL SERVICE, 2026-2031 (USD MILLION) 166
TABLE 106 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY TECHNOLOGY,
2021-2025 (USD MILLION) 166
TABLE 107 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY TECHNOLOGY,
2026-2031 (USD MILLION) 167
TABLE 108 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY APPLICATION,
2021-2025 (USD MILLION) 167
TABLE 109 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY APPLICATION,
2026-2031 (USD MILLION) 167
TABLE 110 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY VERTICAL,
2021-2025 (USD MILLION) 168
TABLE 111 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY VERTICAL,
2026-2031 (USD MILLION) 168
TABLE 112 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY COUNTRY,
2021-2025 (USD MILLION) 168
TABLE 113 NORTH AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY COUNTRY,
2026-2031 (USD MILLION) 169
TABLE 114 US: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 169
TABLE 115 US: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 170
TABLE 116 CANADA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 170
TABLE 117 CANADA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 171
TABLE 118 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 172
TABLE 119 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 172
TABLE 120 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY SOFTWARE,
2021-2025 (USD MILLION) 172
TABLE 121 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY SOFTWARE,
2026-2031 (USD MILLION) 173
TABLE 122 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY SERVICE,
2021-2025 (USD MILLION) 173
TABLE 123 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY SERVICE,
2026-2031 (USD MILLION) 173
TABLE 124 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY PROFESSIONAL SERVICE, 2021-2025 (USD MILLION) 173
TABLE 125 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY PROFESSIONAL SERVICE, 2026-2031 (USD MILLION) 174
TABLE 126 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY TECHNOLOGY,
2021-2025 (USD MILLION) 174
TABLE 127 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY TECHNOLOGY,
2026-2031 (USD MILLION) 174
TABLE 128 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY APPLICATION,
2021-2025 (USD MILLION) 175
TABLE 129 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY APPLICATION,
2026-2031 (USD MILLION) 175
TABLE 130 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY VERTICAL,
2021-2025 (USD MILLION) 176
TABLE 131 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY VERTICAL,
2026-2031 (USD MILLION) 176
TABLE 132 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY COUNTRY,
2021-2025 (USD MILLION) 176
TABLE 133 EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY COUNTRY,
2026-2031 (USD MILLION) 177
TABLE 134 UK: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 178
TABLE 135 UK: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 178
TABLE 136 GERMANY: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 179
TABLE 137 GERMANY: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 179
TABLE 138 FRANCE: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 180
TABLE 139 FRANCE: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 180
TABLE 140 ITALY: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 181
TABLE 141 ITALY: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 181
TABLE 142 SPAIN: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 182
TABLE 143 SPAIN: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 182
TABLE 144 REST OF EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 183
TABLE 145 REST OF EUROPE: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 183
TABLE 146 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 184
TABLE 147 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 185
TABLE 148 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY SOFTWARE,
2021-2025 (USD MILLION) 185
TABLE 149 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY SOFTWARE,
2026-2031 (USD MILLION) 185
TABLE 150 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY SERVICE,
2021-2025 (USD MILLION) 186
TABLE 151 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY SERVICE,
2026-2031 (USD MILLION) 186
TABLE 152 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY PROFESSIONAL SERVICE, 2021-2025 (USD MILLION) 186
TABLE 153 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY PROFESSIONAL SERVICE, 2026-2031 (USD MILLION) 186
TABLE 154 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY TECHNOLOGY,
2021-2025 (USD MILLION) 187
TABLE 155 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY TECHNOLOGY,
2026-2031 (USD MILLION) 187
TABLE 156 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY APPLICATION,
2021-2025 (USD MILLION) 187
TABLE 157 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY APPLICATION,
2026-2031 (USD MILLION) 188
TABLE 158 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY VERTICAL,
2021-2025 (USD MILLION) 188
TABLE 159 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY VERTICAL,
2026-2031 (USD MILLION) 189
TABLE 160 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY COUNTRY,
2021-2025 (USD MILLION) 189
TABLE 161 ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY COUNTRY,
2026-2031 (USD MILLION) 189
TABLE 162 CHINA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 190
TABLE 163 CHINA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 190
TABLE 164 JAPAN: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 191
TABLE 165 JAPAN: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 191
TABLE 166 INDIA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 192
TABLE 167 INDIA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 192
TABLE 168 AUSTRALIA & NEW ZEALAND: CLIMATE RISK MANAGEMENT MARKET,
BY OFFERING, 2021-2025 (USD MILLION) 193
TABLE 169 AUSTRALIA & NEW ZEALAND: CLIMATE RISK MANAGEMENT MARKET,
BY OFFERING, 2026-2031 (USD MILLION) 193
TABLE 170 SINGAPORE: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 194
TABLE 171 SINGAPORE: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 194
TABLE 172 SOUTH KOREA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 195
TABLE 173 SOUTH KOREA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 195
TABLE 174 REST OF ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING, 2021-2025 (USD MILLION) 196
TABLE 175 REST OF ASIA PACIFIC: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING, 2026-2031 (USD MILLION) 196
TABLE 176 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING, 2021-2025 (USD MILLION) 197
TABLE 177 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING, 2026-2031 (USD MILLION) 197
TABLE 178 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY SOFTWARE, 2021-2025 (USD MILLION) 198
TABLE 179 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY SOFTWARE, 2026-2031 (USD MILLION) 198
TABLE 180 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY SERVICE, 2021-2025 (USD MILLION) 198
TABLE 181 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY SERVICE, 2026-2031 (USD MILLION) 199
TABLE 182 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET,
BY PROFESSIONAL SERVICE, 2021-2025 (USD MILLION) 199
TABLE 183 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET,
BY PROFESSIONAL SERVICE, 2026-2031 (USD MILLION) 199
TABLE 184 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY TECHNOLOGY, 2021-2025 (USD MILLION) 199
TABLE 185 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY TECHNOLOGY, 2026-2031 (USD MILLION) 200
TABLE 186 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY APPLICATION, 2021-2025 (USD MILLION) 200
TABLE 187 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY APPLICATION, 2026-2031 (USD MILLION) 200
TABLE 188 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY VERTICAL, 2021-2025 (USD MILLION) 201
TABLE 189 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY VERTICAL, 2026-2031 (USD MILLION) 201
TABLE 190 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY COUNTRY, 2021-2025 (USD MILLION) 201
TABLE 191 MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY COUNTRY, 2026-2031 (USD MILLION) 202
TABLE 192 KINGDOM OF SAUDI ARABIA: CLIMATE RISK MANAGEMENT MARKET,
BY OFFERING, 2021-2025 (USD MILLION) 202
TABLE 193 KINGDOM OF SAUDI ARABIA: CLIMATE RISK MANAGEMENT MARKET,
BY OFFERING, 2026-2031 (USD MILLION) 203
TABLE 194 UAE: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 203
TABLE 195 UAE: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 204
TABLE 196 SOUTH AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 204
TABLE 197 SOUTH AFRICA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 205
TABLE 198 REST OF MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET,
BY OFFERING, 2021-2025 (USD MILLION) 205
TABLE 199 REST OF MIDDLE EAST & AFRICA: CLIMATE RISK MANAGEMENT MARKET,
BY OFFERING, 2026-2031 (USD MILLION) 206
TABLE 200 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 207
TABLE 201 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 207
TABLE 202 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY SOFTWARE,
2021-2025 (USD MILLION) 207
TABLE 203 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY SOFTWARE,
2026-2031 (USD MILLION) 208
TABLE 204 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY SERVICE,
2021-2025 (USD MILLION) 208
TABLE 205 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY SERVICE,
2026-2031 (USD MILLION) 208
TABLE 206 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY PROFESSIONAL SERVICE, 2021-2025 (USD MILLION) 208
TABLE 207 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY PROFESSIONAL SERVICE, 2026-2031 (USD MILLION) 209
TABLE 208 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY TECHNOLOGY,
2021-2025 (USD MILLION) 209
TABLE 209 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY TECHNOLOGY,
2026-2031 (USD MILLION) 209
TABLE 210 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY APPLICATION,
2021-2025 (USD MILLION) 210
TABLE 211 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY APPLICATION,
2026-2031 (USD MILLION) 210
TABLE 212 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY VERTICAL,
2021-2025 (USD MILLION) 211
TABLE 213 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY VERTICAL,
2026-2031 (USD MILLION) 211
TABLE 214 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY COUNTRY,
2021-2025 (USD MILLION) 211
TABLE 215 LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY COUNTRY,
2026-2031 (USD MILLION) 212
TABLE 216 BRAZIL: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 212
TABLE 217 BRAZIL: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 213
TABLE 218 MEXICO: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 213
TABLE 219 MEXICO: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 214
TABLE 220 ARGENTINA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2021-2025 (USD MILLION) 214
TABLE 221 ARGENTINA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING,
2026-2031 (USD MILLION) 215
TABLE 222 REST OF LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING, 2021-2025 (USD MILLION) 215
TABLE 223 REST OF LATIN AMERICA: CLIMATE RISK MANAGEMENT MARKET, BY OFFERING, 2026-2031 (USD MILLION) 216
TABLE 224 OVERVIEW OF STRATEGIES ADOPTED BY KEY CLIMATE RISK MANAGEMENT VENDORS, 2022–2026 217
TABLE 225 CLIMATE RISK MANAGEMENT MARKET: DEGREE OF COMPETITION 221
TABLE 226 CLIMATE RISK MANAGEMENT MARKET: REGIONAL FOOTPRINT 230
TABLE 227 CLIMATE RISK MANAGEMENT MARKET: OFFERING FOOTPRINT 231
TABLE 228 CLIMATE RISK MANAGEMENT MARKET: APPLICATION FOOTPRINT 232
TABLE 229 CLIMATE RISK MANAGEMENT MARKET: VERTICAL FOOTPRINT 232
TABLE 230 CLIMATE RISK MANAGEMENT MARKET: KEY STARTUPS/SMES, 2025 235
TABLE 231 CLIMATE RISK MANAGEMENT MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 236
TABLE 232 CLIMATE RISK MANAGEMENT MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, 2022–2026 237
TABLE 233 CLIMATE RISK MANAGEMENT MARKET: DEALS, 2022–2026 238
TABLE 234 IBM: COMPANY OVERVIEW 239
TABLE 235 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 240
TABLE 236 IBM: PRODUCT LAUNCHES & ENHANCEMENTS 241
TABLE 237 IBM: DEALS 242
TABLE 238 KPMG: COMPANY OVERVIEW 245
TABLE 239 KPMG: PRODUCTS/SOLUTIONS/SERVICES OFFERED 245
TABLE 240 KPMG: PRODUCT LAUNCHES & ENHANCEMENTS 246
TABLE 241 KPMG: DEALS 247
TABLE 242 DELOITTE: COMPANY OVERVIEW 250
TABLE 243 DELOITTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 251
TABLE 244 DELOITTE: PRODUCT LAUNCHES & ENHANCEMENTS 252
TABLE 245 DELOITTE: DEALS 253
TABLE 246 PWC: COMPANY OVERVIEW 255
TABLE 247 PWC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 256
TABLE 248 PWC: PRODUCT LAUNCHES & ENHANCEMENTS 257
TABLE 249 PWC: DEALS 258
TABLE 250 MARSH MCLENNAN: COMPANY OVERVIEW 260
TABLE 251 MARSH MCLENNAN: PRODUCTS/SOLUTIONS/SERVICES OFFERED 261
TABLE 252 MARSH MCLENNAN: PRODUCT LAUNCHES & ENHANCEMENTS 262
TABLE 253 MARSH MCLENNAN: DEALS 263
TABLE 254 ESRI: COMPANY OVERVIEW 266
TABLE 255 ESRI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 266
TABLE 256 ESRI: PRODUCT LAUNCHES & ENHANCEMENTS 267
TABLE 257 ESRI: DEALS 268
TABLE 258 BCG: COMPANY OVERVIEW 269
TABLE 259 BCG: PRODUCTS/SOLUTIONS/SERVICES OFFERED 269
TABLE 260 BCG: PRODUCT LAUNCHES & ENHANCEMENTS 270
TABLE 261 BCG: DEALS 270
TABLE 262 ERNST & YOUNG: COMPANY OVERVIEW 272
TABLE 263 ERNST & YOUNG: PRODUCTS/SOLUTIONS/SERVICES OFFERED 272
TABLE 264 ERNST & YOUNG: PRODUCT LAUNCHES & ENHANCEMENTS 273
TABLE 265 ERNST & YOUNG: DEALS 274
TABLE 266 MOODY’S ANALYTICS: COMPANY OVERVIEW 276
TABLE 267 MOODY’S ANALYTICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 277
TABLE 268 MOODYS: PRODUCT LAUNCHES & ENHANCEMENTS 278
TABLE 269 MOODY’S ANALYTICS: DEALS 278
TABLE 270 WILLIS TOWERS WATSON: COMPANY OVERVIEW 280
TABLE 271 WILLIS TOWERS WATSON: PRODUCTS/SOLUTIONS/SERVICES OFFERED 281
TABLE 272 WILLIS TOWERS WATSON: PRODUCT LAUNCHES & ENHANCEMENTS 282
TABLE 273 WILLIS TOWERS WATSON: DEALS 283
TABLE 274 MSCI: COMPANY OVERVIEW 285
TABLE 275 MSCI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 286
TABLE 276 MSCI: DEALS 287
TABLE 277 CORELOGIC: COMPANY OVERVIEW 288
TABLE 278 CORELOGIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 288
TABLE 279 CORELOGIC: PRODUCT LAUNCHES 289
TABLE 280 CORELOGIC: DEALS 289
TABLE 281 S&P GLOBAL: COMPANY OVERVIEW 290
TABLE 282 S&P GLOBAL: PRODUCTS/SOLUTIONS/SERVICES OFFERED 291
TABLE 283 S&P GLOBAL: PRODUCT LAUNCHES & ENHANCEMENTS 292
TABLE 284 S&P GLOBAL: DEALS 292
TABLE 285 ANTHESIS: COMPANY OVERVIEW 293
TABLE 286 ANTHESIS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 293
TABLE 287 ANTHESIS: DEALS 294
TABLE 288 BAIN & C0MPANY: COMPANY OVERVIEW 295
TABLE 289 BAIN & COMPANY: PRODUCTS/SOLUTIONS/SERVICES OFFERED 295
TABLE 290 BAIN & COMPANY: PRODUCT LAUNCHES & ENHANCEMENTS 296
TABLE 291 BAIN & COMPANY: DEALS 296
TABLE 292 PRIMARY INTERVIEWS 315
TABLE 293 FACTOR ANALYSIS 322
FIGURE 1 MARKET SCENARIO 36
FIGURE 2 GLOBAL CLIMATE RISK MANAGEMENT MARKET, 2021 - 2031 37
FIGURE 3 MAJOR STRATEGIES ADOPTED BY KEY PLAYERS IN CLIMATE RISK MANAGEMENT MARKET, 2021–2026 38
FIGURE 4 DISRUPTIONS INFLUENCING GROWTH OF CLIMATE RISK MANAGEMENT MARKET 39
FIGURE 5 HIGH-GROWTH SEGMENTS IN CLIMATE RISK MANAGEMENT MARKET,
2026–2031 40
FIGURE 6 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN CLIMATE RISK MANAGEMENT MARKET DURING FORECAST PERIOD 41
FIGURE 7 ACCELERATING ADOPTION OF CLIMATE RISK ANALYTICS AND INTEGRATED RISK MANAGEMENT SOLUTIONS POSITIONING MARKET AS CRITICAL ENABLER OF RESILIENCE, REGULATORY COMPLIANCE, AND SUSTAINABLE DECISION-MAKING 42
FIGURE 8 ASIA PACIFIC TO DEPICT HIGHEST CAGR IN CLIMATE RISK MANAGEMENT MARKET DURING FORECAST PERIOD 43
FIGURE 9 CARBON ACCOUNTING & EMISSIONS MANAGEMENT SEGMENT TO ACCOUNT FOR HIGHEST GROWTH RATE DURING FORECAST PERIOD 43
FIGURE 10 SERVICES AND GEOSPATIAL & REMOTE SENSING TO BE LARGEST SHAREHOLDERS IN NORTH AMERICAN CLIMATE RISK MANAGEMENT MARKET IN 2026 44
FIGURE 11 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2026 44
FIGURE 12 CLIMATE RISK MANAGEMENT MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 45
FIGURE 13 CLIMATE RISK MANAGEMENT MARKET: PORTER’S FIVE FORCES ANALYSIS 56
FIGURE 14 KEY PLAYERS IN CLIMATE RISK MANAGEMENT MARKET ECOSYSTEM 62
FIGURE 15 AVERAGE SELLING PRICE OF PRODUCT TYPE, BY KEY PLAYER, 2025 64
FIGURE 16 CLIMATE RISK MANAGEMENT: TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 66
FIGURE 17 LEADING CLIMATE RISK MANAGEMENT VENDORS, BY FUNDING VALUE (MILLION) AND FUNDING ROUND, UNTIL 2026 67
FIGURE 18 NUMBER OF PATENTS GRANTED, 2016–2026 75
FIGURE 19 REGIONAL ANALYSIS OF PATENTS GRANTED, 2016–2025 78
FIGURE 20 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 86
FIGURE 21 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 87
FIGURE 22 SOFTWARE SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 90
FIGURE 23 CLIMATE RISK ASSESSMENT APIS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 92
FIGURE 24 MANAGED SERVICES TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 101
FIGURE 25 TRAINING & CONSULTING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 102
FIGURE 26 AI & ML TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 109
FIGURE 27 CARBON ACCOUNTING & EMISSIONS MANAGEMENT SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 118
FIGURE 28 TRANSPORTATION & LOGISTICS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 130
FIGURE 29 NORTH AMERICA TO BE LARGEST REGIONAL MARKET DURING FORECAST PERIOD 161
FIGURE 30 INDIA TO WITNESS FASTEST GROWTH DURING FORECAST PERIOD 162
FIGURE 31 NORTH AMERICA: MARKET SNAPSHOT 164
FIGURE 32 ASIA PACIFIC: MARKET SNAPSHOT 184
FIGURE 33 TOP FIVE PUBLIC PLAYERS DOMINATING MARKET FOR LAST FIVE YEARS 219
FIGURE 34 SHARE OF LEADING COMPANIES IN CLIMATE RISK MANAGEMENT MARKET, 2025 220
FIGURE 35 PRODUCT COMPARATIVE ANALYSIS, BY SOFTWARE (CLIMATE RISK MANAGEMENT) 223
FIGURE 36 PRODUCT COMPARATIVE ANALYSIS, BY SERVICE (CLIMATE RISK MANAGEMENT) 225
FIGURE 37 PRODUCT COMPARATIVE ANALYSIS (CLIMATE RISK MANAGEMENT) 227
FIGURE 38 CLIMATE RISK MANAGEMENT MARKET: COMPANY EVALUATION MATRIX
(KEY PLAYERS), 2025 229
FIGURE 39 CLIMATE RISK MANAGEMENT MARKET: COMPANY FOOTPRINT, 2025 230
FIGURE 40 CLIMATE RISK MANAGEMENT MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2025 234
FIGURE 41 IBM: COMPANY SNAPSHOT 240
FIGURE 42 DELOITTE: COMPANY SNAPSHOT 251
FIGURE 43 PWC: COMPANY SNAPSHOT 256
FIGURE 44 MARSH MCLENNAN: COMPANY SNAPSHOT 261
FIGURE 45 MOODY'S ANALYTICS: COMPANY SNAPSHOT 277
FIGURE 46 WILLIS TOWERS WATSON: COMPANY SNAPSHOT 281
FIGURE 47 MSCI: COMPANY SNAPSHOT 286
FIGURE 48 S&P GLOBAL: COMPANY SNAPSHOT 291
FIGURE 49 CLIMATE RISK MANAGEMENT MARKET: RESEARCH DESIGN 314
FIGURE 50 DATA TRIANGULATION 317
FIGURE 51 CLIMATE RISK MANAGEMENT MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 318
FIGURE 52 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1, BOTTOM-UP (SUPPLY-SIDE): REVENUE FROM SOLUTIONS & SERVICES OF CLIMATE RISK MANAGEMENT MARKET 319
FIGURE 53 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2, BOTTOM-UP
(SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL OFFERINGS OF CLIMATE RISK MANAGEMENT MARKET 319
FIGURE 54 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 3, BOTTOM-UP
(SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL OFFERINGS OF CLIMATE RISK MANAGEMENT MARKET 320
FIGURE 55 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 4, BOTTOM UP (DEMAND SIDE), SHARE OF CLIMATE RISK MANAGEMENT THROUGH OVERALL CLIMATE RISK MANAGEMENT SPENDING 321
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