AI-Based Weather Modelling Market Size, Share & Trends Analysis Report By Component (Software, Services), By Technology, By End Use, By Region, And Segment Forecasts, 2025 - 2033
Description
AI-Based Weather Modelling Market Summary
The global AI-based weather modelling market size was estimated at USD 165.7 million in 2024 and is projected to reach USD 926.3 million by 2033, growing at a CAGR of 21.3% from 2025 to 2033. The market is driven by various factors such as rising demand for highly accurate, real-time forecasting to mitigate climate risks and natural disasters.
Growing adoption across agriculture, energy, aviation, and maritime sectors for operational efficiency and risk management further fuels demand. Advances in machine learning, big data analytics, and cloud computing, coupled with increasing government initiatives for climate resilience, are accelerating market growth. The AI-based weather modelling market is being driven by rapid advancements in machine learning algorithms, big data analytics, and high performance computing. Increasing availability of satellite imagery, sensor data, and IoT-enabled weather stations enables AI systems to analyze massive volumes of information in real time.
AI-based weather modeling approaches improve forecast accuracy by detecting nonlinear climate patterns and short term anomalies. Cloud computing and scalable AI platforms also reduce the cost and time required for complex simulations, encouraging broader adoption. The ability to integrate heterogeneous datasets including atmospheric, oceanic, and geospatial inputs further strengthens predictive capabilities, making AI driven weather modelling more reliable and indispensable across sectors.
Rising economic losses due to extreme weather events are compelling industries and governments to invest in AI-based weather forecasting solutions. Sectors such as aviation, maritime, agriculture, energy, and insurance demand highly accurate, location specific predictions to reduce risks and optimize operations. In aviation and shipping, AI powered forecasts enhance safety and fuel efficiency. In agriculture, they support precision farming and crop protection, while in renewable energy, they improve grid balancing for solar and wind power. Insurance and reinsurance firms increasingly rely on AI based weather models for risk assessment and claims forecasting. The cost savings, efficiency improvements, and risk mitigation benefits act as major growth driver for the market.
Global AI-Based Weather Modelling Market Report Segmentation
This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2021 to 2033. For this study, Grand View Research has segmented global AI-based weather modelling market report based on component, technology, end use, and region:
The global AI-based weather modelling market size was estimated at USD 165.7 million in 2024 and is projected to reach USD 926.3 million by 2033, growing at a CAGR of 21.3% from 2025 to 2033. The market is driven by various factors such as rising demand for highly accurate, real-time forecasting to mitigate climate risks and natural disasters.
Growing adoption across agriculture, energy, aviation, and maritime sectors for operational efficiency and risk management further fuels demand. Advances in machine learning, big data analytics, and cloud computing, coupled with increasing government initiatives for climate resilience, are accelerating market growth. The AI-based weather modelling market is being driven by rapid advancements in machine learning algorithms, big data analytics, and high performance computing. Increasing availability of satellite imagery, sensor data, and IoT-enabled weather stations enables AI systems to analyze massive volumes of information in real time.
AI-based weather modeling approaches improve forecast accuracy by detecting nonlinear climate patterns and short term anomalies. Cloud computing and scalable AI platforms also reduce the cost and time required for complex simulations, encouraging broader adoption. The ability to integrate heterogeneous datasets including atmospheric, oceanic, and geospatial inputs further strengthens predictive capabilities, making AI driven weather modelling more reliable and indispensable across sectors.
Rising economic losses due to extreme weather events are compelling industries and governments to invest in AI-based weather forecasting solutions. Sectors such as aviation, maritime, agriculture, energy, and insurance demand highly accurate, location specific predictions to reduce risks and optimize operations. In aviation and shipping, AI powered forecasts enhance safety and fuel efficiency. In agriculture, they support precision farming and crop protection, while in renewable energy, they improve grid balancing for solar and wind power. Insurance and reinsurance firms increasingly rely on AI based weather models for risk assessment and claims forecasting. The cost savings, efficiency improvements, and risk mitigation benefits act as major growth driver for the market.
Global AI-Based Weather Modelling Market Report Segmentation
This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2021 to 2033. For this study, Grand View Research has segmented global AI-based weather modelling market report based on component, technology, end use, and region:
- Component Outlook (Revenue, USD Million, 2021 - 2033)
- Software
- Services
- Technology Outlook (Revenue, USD Million, 2021 - 2033)
- Machine Learning
- Deep Learning
- Computer vision
- Others
- End Use Outlook (Revenue, USD Million, 2021 - 2033)
- National Meteorological Agencies & Governments
- Aviation & Maritime
- Energy & Utilities
- Agriculture & Agritech
- Others
- Regional Outlook (Revenue, USD Million, 2021 - 2033)
- North America
- U.S.
- Canada
- Mexico
- Europe
- Germany
- UK
- France
- Asia Pacific
- China
- Japan
- India
- South Korea
- Australia
- Latin America
- Brazil
- Middle East and Africa (MEA)
- UAE
- KSA
- South Africa
Table of Contents
100 Pages
- Chapter 1. Methodology and Scope
- 1.1. Market Segmentation and Scope
- 1.2. Market Definitions
- 1.3. Research Methodology
- 1.3.1. Information Procurement
- 1.3.2. Information or Data Analysis
- 1.3.3. Market Formulation & Data Visualization
- 1.3.4. Data Validation & Publishing
- 1.4. Research Scope and Assumptions
- 1.4.1. List of Data Sources
- Chapter 2. Executive Summary
- 2.1. Market Outlook
- 2.2. Segment Outlook
- 2.3. Competitive Insights
- Chapter 3. AI-Based Weather Modelling Market Variables, Trends, & Scope
- 3.1. Market Introduction/Lineage Outlook
- 3.2. Market Size and Growth Prospects (USD Million)
- 3.3. Industry Value Chain Analysis
- 3.4. Market Dynamics
- 3.4.1. Market Drivers Analysis
- 3.4.2. Market Restraints Analysis
- 3.4.3. Industry Opportunities
- 3.4.4. Industry Challenges
- 3.5. AI-Based Weather Modelling Market Analysis Tools
- 3.5.1. Porter’s Analysis
- 3.5.1.1. Bargaining power of the suppliers
- 3.5.1.2. Bargaining power of the buyers
- 3.5.1.3. Threats of substitution
- 3.5.1.4. Threats from new entrants
- 3.5.1.5. Competitive rivalry
- 3.5.2. PESTEL Analysis
- 3.5.2.1. Political landscape
- 3.5.2.2. Economic and Social landscape
- 3.5.2.3. Technological landscape
- 3.5.2.4. Environmental landscape
- 3.5.2.5. Legal landscape
- Chapter 4. AI-Based Weather Modelling Market: Component Estimates & Trend Analysis
- 4.1. Segment Dashboard
- 4.2. AI-Based Weather Modelling Market: Component Movement Analysis, USD Million, 2024 & 2033
- 4.3. Software
- 4.3.1. Software Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 4.4. Services
- 4.4.1. Services Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- Chapter 5. AI-Based Weather Modelling Market: Technology Estimates & Trend Analysis
- 5.1. Segment Dashboard
- 5.2. AI-Based Weather Modelling Market: Technology Movement Analysis, USD Million, 2024 & 2033
- 5.3. Machine Learning
- 5.3.1. Machine Learning Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 5.4. Deep Learning
- 5.4.1. Deep Learning Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 5.5. Computer Vision
- 5.5.1. Computer Vision Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 5.6. Others
- 5.6.1. Others Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- Chapter 6. AI-Based Weather Modelling Market: End Use Estimates & Trend Analysis
- 6.1. Segment Dashboard
- 6.2. AI-Based Weather Modelling Market: End Use Movement Analysis, USD Million, 2024 & 2033
- 6.3. National Meteorological Agencies & Governments
- 6.3.1. National Meteorological Agencies & Governments Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 6.4. Aviation & Maritime
- 6.4.1. Aviation & Maritime Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 6.5. Energy & Utilities
- 6.5.1. Energy & Utilities Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 6.6. Agriculture & Agritech
- 6.6.1. Agriculture & Agritech Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- 6.7. Others
- 6.7.1. Others Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
- Chapter 7. AI-Based Weather Modelling Market: Regional Estimates & Trend Analysis
- 7.1. AI-Based Weather Modelling Market Share, by Region, 2024 & 2033 USD Million
- 7.2. North America
- 7.2.1. North America AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.2.2. North America AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.2.3. North America AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.2.4. North America AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.2.5. U.S.
- 7.2.5.1. U.S. AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.2.5.2. U.S. AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.2.5.3. U.S. AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.2.5.4. U.S. AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.2.6. Canada
- 7.2.6.1. Canada AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.2.6.2. Canada AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.2.6.3. Canada AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.2.6.4. Canada AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.2.7. Mexico
- 7.2.7.1. Mexico AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.2.7.2. Mexico AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.2.7.3. Mexico AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.2.7.4. Mexico AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.3. Europe
- 7.3.1. Europe AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.3.2. Europe AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.3.3. Europe AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.3.4. Europe AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.3.5. UK
- 7.3.5.1. UK AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.3.5.2. UK AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.3.5.3. UK AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.3.5.4. UK AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.3.6. Germany
- 7.3.6.1. Germany AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.3.6.2. Germany AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.3.6.3. Germany AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.3.6.4. Germany AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.3.7. France
- 7.3.7.1. France AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.3.7.2. France AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.3.7.3. France AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.3.7.4. France AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.4. Asia Pacific
- 7.4.1. Asia Pacific AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.4.2. Asia Pacific AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.4.3. Asia Pacific AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.4.4. Asia Pacific AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.4.5. China
- 7.4.5.1. China AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.4.5.2. China AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.4.5.3. China AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.4.5.4. China AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.4.6. Japan
- 7.4.6.1. Japan AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.4.6.2. Japan AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.4.6.3. Japan AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.4.6.4. Japan AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.4.7. India
- 7.4.7.1. India AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.4.7.2. India AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.4.7.3. India AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.4.7.4. India AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.4.8. Australia
- 7.4.8.1. Australia AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.4.8.2. Australia AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.4.8.3. Australia AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.4.8.4. Australia AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.4.9. South Korea
- 7.4.9.1. South Korea AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.4.9.2. South Korea AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.4.9.3. South Korea AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.4.9.4. South Korea AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.5. Latin America
- 7.5.1. Latin America AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.5.2. Latin America AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.5.3. Latin America AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.5.4. Latin America AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.5.5. Brazil
- 7.5.5.1. Brazil AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.5.5.2. Brazil AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.5.5.3. Brazil AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.5.5.4. Brazil AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.6. Middle East and Africa
- 7.6.1. Middle East and Africa AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.6.2. Middle East and Africa AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.6.3. Middle East and Africa AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.6.4. Middle East & Africa AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.6.5. UAE
- 7.6.5.1. UAE AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.6.5.2. UAE AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.6.5.3. UAE AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.6.5.4. UAE AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.6.6. South Africa
- 7.6.6.1. South Africa AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.6.6.2. South Africa AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.6.6.3. South Africa AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.6.6.4. South Africa AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- 7.6.7. KSA
- 7.6.7.1. KSA AI-Based Weather Modelling Market Estimates and Forecasts, 2021 - 2033 (USD Million)
- 7.6.7.2. KSA AI-Based Weather Modelling Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
- 7.6.7.3. KSA AI-Based Weather Modelling Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
- 7.6.7.4. KSA AI-Based Weather Modelling Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
- Chapter 8. Competitive Landscape
- 8.1. Recent Developments & Impact Analysis by Key Market Participants
- 8.2. Company Categorization
- 8.3. Company Market Positioning
- 8.4. Company Market Share Analysis
- 8.5. Company Heat Map Analysis
- 8.6. Strategy Mapping
- 8.6.1. Expansion
- 8.6.2. Mergers & Acquisition
- 8.6.3. Partnerships & Collaborations
- 8.6.4. New End Use Launches
- 8.6.5. Research and Development
- 8.7. Company Profiles
- 8.7.1. Google LLC
- 8.7.1.1. Participant’s Overview
- 8.7.1.2. Financial Performance
- 8.7.1.3. End Use Benchmarking
- 8.7.1.4. Recent Developments
- 8.7.2. Microsoft
- 8.7.2.1. Participant’s Overview
- 8.7.2.2. Financial Performance
- 8.7.2.3. End Use Benchmarking
- 8.7.2.4. Recent Developments
- 8.7.3. NVIDIA Corporation
- 8.7.3.1. Participant’s Overview
- 8.7.3.2. Financial Performance
- 8.7.3.3. End Use Benchmarking
- 8.7.3.4. Recent Developments
- 8.7.4. AccuWeather, Inc.
- 8.7.4.1. Participant’s Overview
- 8.7.4.2. Financial Performance
- 8.7.4.3. End Use Benchmarking
- 8.7.4.4. Recent Developments
- 8.7.5. ClimateAi
- 8.7.5.1. Participant’s Overview
- 8.7.5.2. Financial Performance
- 8.7.5.3. End Use Benchmarking
- 8.7.5.4. Recent Developments
- 8.7.6. IBM Corporation
- 8.7.6.1. Participant’s Overview
- 8.7.6.2. Financial Performance
- 8.7.6.3. End Use Benchmarking
- 8.7.6.4. Recent Developments
- 8.7.7. The Tomorrow Companies Inc
- 8.7.7.1. Participant’s Overview
- 8.7.7.2. Financial Performance
- 8.7.7.3. End Use Benchmarking
- 8.7.7.4. Recent Developments
- 8.7.8. Jupiter
- 8.7.8.1. Participant’s Overview
- 8.7.8.2. Financial Performance
- 8.7.8.3. End Use Benchmarking
- 8.7.8.4. Recent Developments
- 8.7.9. Atmos Climate
- 8.7.9.1. Participant’s Overview
- 8.7.9.2. Financial Performance
- 8.7.9.3. End Use Benchmarking
- 8.7.9.4. Recent Developments
- 8.7.10. Open Climate Fix
- 8.7.10.1. Participant’s Overview
- 8.7.10.2. Financial Performance
- 8.7.10.3. End Use Benchmarking
- 8.7.10.4. Recent Developments
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