封面
市场调查报告书
商品编码
1643504

全球化学人工智慧市场

Artificial Intelligence in Chemicals

出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 181 Pages | 商品交期: 最快1-2个工作天内

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简介目录

到 2030 年,全球化学人工智慧市场规模将达到 52 亿美元

2024 年全球化学人工智慧市场规模估计为 13 亿美元,预计到 2030 年将达到 52 亿美元,2024 年至 2030 年的复合年增长率为 25.9%。报告分析的领域之一——化学硬体中的人工智慧预计将以 23.5% 的复合年增长率在分析期结束时达到 16 亿美元。预计分析期内化学软体领域人工智慧的复合年增长率为 26.2%。

美国市场规模估计为 3.42 亿美元,中国市场预计复合年增长率为 24.7%

预计 2024 年美国化学人工智慧市场价值将达到 3.42 亿美元。中国是世界第二大经济体,预计到 2030 年市场规模将达到 7.919 亿美元,2024-2030 年分析期间的复合年增长率为 24.7%。其他值得注意的区域市场包括日本和加拿大,预计在分析期间的复合年增长率分别为 23.3% 和 22.6%。在欧洲,预计德国的复合年增长率约为 18.2%。

全球化学人工智慧市场—主要趋势与驱动因素摘要

人工智慧将如何改变化学工业?

人工智慧 (AI) 正在透过提高效率、推动创新和实现永续实践来彻底改变化学工业。传统化学过程通常涉及复杂的操作、较长的研究週期和大量的资源消耗。人工智慧利用先进的演算法和机器学习模型来优化生产、加速研究并减少浪费,从而解决这些挑战。

在研发领域,人工智慧正在推动快速发现新化合物和新材料。透过分析来自实验和模拟的大型资料,人工智慧工具可以比传统方法更快地识别有前景的化学配方。这种能力在特种化学品和製药等行业尤其有价值,因为创新对于市场竞争至关重要。人工智慧还支援预测模型,使研究人员能够模拟化学反应并以高精度预测结果,从而减少了昂贵且耗时的实验的需要。

在生产方面,人工智慧将透过即时监控和预测性维护来提高业务效率。人工智慧系统分析来自感测器和控制系统的资料,以识别潜在的瓶颈,优化製程参数并预测设备故障。这些改进减少了停机时间,提高了产量比率并提高了整体生产率,使人工智慧成为现代化学製造中必不可少的工具。

推动化工产业采用人工智慧的因素有哪些?

提高业务效率和降低成本的日益增长的需求是化学工业采用人工智慧的主要驱动力。随着製造商面临优化流程和减少浪费的压力越来越大,人工智慧工具提供了可行的见解,从而实现了更明智的决策。例如,预测分析可以使公司预测生产问题并在问题变得严重之前实施解决方案,从而使营运更加顺畅并降低成本。

对永续实践的需求是另一个关键驱动因素。人工智慧透过优化能源使用、减少排放和提高化学过程中的资源效率来支持永续性。先进的人工智慧演算法可以分析资料并找出需要改进的领域,帮助企业满足环境标准同时保持盈利。

此外,随着客户需求变得越来越复杂,企业正在转向人工智慧来开发客製化解决方案。在特种化学品等领域,客户需要定製配方,人工智慧将加速满足特定要求的产品的设计和生产。这些能力凸显了人工智慧在应对化学工业不断变化的挑战和加速其在整个价值链中应用方面的作用。

人工智慧能否促进化学工业的永续性与创新?

人工智慧在实现永续性和推动化学工业创新方面发挥关键作用。透过优化生产流程,人工智慧有助于最大限度地减少能源消耗、减少废弃物,实现全球永续性目标。例如,支援人工智慧的系统可以即时监控和调整能源使用情况,以确保製造业务高效且不会消耗不必要的资源。

人工智慧也透过发现环保材料和传统化学品的替代品来刺激创新。机器学习演算法分析化学结构和特性,以识别对环境影响较小的化合物,支持向更绿色产品的过渡。这种能力在包装等对永续材料需求量大的领域尤其有价值。

此外,人工智慧将透过优化回收流程和加强废弃物管理来加速循环经济解决方案的发展。透过确定重复使用不同产品和回收材料的方法,人工智慧可以帮助企业减少对环境的影响并从废弃物流中创造价值。这些进步凸显了人工智慧对化学工业的永续性和创新的变革性影响。

推动化学领域AI市场成长的因素有哪些?

化学领域人工智慧市场的成长受到几个关键因素的推动,反映了人工智慧在产业转型中发挥的日益重要的作用。对化学配方和材料技术创新的需求不断增加是关键的成长动力。人工智慧工具加速了研发过程,使公司能够更快地发现新产品并保持竞争力。

消费者对永续、高性能产品的期望也促进了市场扩张。人工智慧可以透过优化生产流程和开发环保材料来帮助企业满足这一需求,解决环境和市场挑战。

此外,人工智慧演算法的进步,加上数位转型投资的增加,正在推动人工智慧在化学工业中的应用。人工智慧与物联网和高阶分析平台的结合,使化学品製造商能够实现更智慧的营运和决策。这些因素,加上提高永续性和减少排放的监管压力,正在推动化学人工智慧市场的快速成长,使其成为该行业未来创新和效率的基石。

部分

组件(硬体组件、软体组件、服务组件)、应用(生产最佳化、业务流程管理、价格优化、新材料创新、原材料需求预测、其他应用)、最终用途(基础化学品和石化产品最终用途、农业化学品最终用途、特殊化学品最终用途)

受访公司范例(43家值得关注的公司)

  • Accenture Plc
  • BASF SE
  • Google LLC
  • Honeywell International, Inc.
  • IBM Corporation
  • Insilico Medicine
  • Microsoft Corporation
  • NVIDIA Corporation
  • Schlumberger Ltd.
  • Siemens AG

目录

第一章调查方法

第 2 章执行摘要

  • 市场概况
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章 市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 竞赛

简介目录
Product Code: MCP29254

Global Artificial Intelligence in Chemicals Market to Reach US$5.2 Billion by 2030

The global market for Artificial Intelligence in Chemicals estimated at US$1.3 Billion in the year 2024, is expected to reach US$5.2 Billion by 2030, growing at a CAGR of 25.9% over the analysis period 2024-2030. AI in Chemicals Hardware, one of the segments analyzed in the report, is expected to record a 23.5% CAGR and reach US$1.6 Billion by the end of the analysis period. Growth in the AI in Chemicals Software segment is estimated at 26.2% CAGR over the analysis period.

The U.S. Market is Estimated at US$342.0 Million While China is Forecast to Grow at 24.7% CAGR

The Artificial Intelligence in Chemicals market in the U.S. is estimated at US$342.0 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$791.9 Million by the year 2030 trailing a CAGR of 24.7% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 23.3% and 22.6% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 18.2% CAGR.

Global Artificial Intelligence in Chemicals Market - Key Trends & Drivers Summarized

How Is AI Transforming the Chemicals Industry?

Artificial Intelligence (AI) is revolutionizing the chemicals industry by enhancing efficiency, driving innovation, and enabling sustainable practices. Traditional chemical processes often involve complex operations, lengthy research cycles, and significant resource consumption. AI addresses these challenges by utilizing advanced algorithms and machine learning models to optimize production, accelerate research, and minimize waste.

In research and development, AI is enabling the rapid discovery of new compounds and materials. By analyzing large datasets from experiments and simulations, AI-powered tools identify promising chemical formulations faster than traditional methods. This capability is particularly valuable in fields such as specialty chemicals and pharmaceuticals, where innovation is critical for market competitiveness. AI also supports predictive modeling, allowing researchers to simulate chemical reactions and predict outcomes with high accuracy, reducing the need for costly and time-intensive experiments.

On the production side, AI enhances operational efficiency through real-time monitoring and predictive maintenance. AI systems analyze data from sensors and control systems to identify potential bottlenecks, optimize process parameters, and predict equipment failures. These improvements reduce downtime, improve yield, and enhance overall productivity, making AI an essential tool in modern chemical manufacturing.

What Drives the Adoption of AI in the Chemicals Industry?

The growing need for operational efficiency and cost reduction is a major driver of AI adoption in the chemicals industry. As manufacturers face increasing pressure to optimize processes and reduce waste, AI-powered tools provide actionable insights that enable smarter decision-making. Predictive analytics, for instance, allows companies to anticipate production issues and implement solutions before they escalate, ensuring smooth operations and cost savings.

The demand for sustainable practices is another significant driver. AI supports sustainability by optimizing energy use, reducing emissions, and improving resource efficiency in chemical processes. Advanced AI algorithms analyze data to identify areas for improvement, enabling companies to meet environmental standards while maintaining profitability.

Additionally, the rising complexity of customer demands is pushing companies to adopt AI to develop customized solutions. In sectors such as specialty chemicals, where customers require tailored formulations, AI accelerates the design and production of products that meet specific requirements. These capabilities highlight AI’s role in addressing the evolving challenges of the chemicals industry and driving its adoption across the value chain.

Can AI Enable Sustainability and Innovation in Chemicals?

AI is playing a pivotal role in enabling sustainability and fostering innovation in the chemicals industry. By optimizing production processes, AI minimizes energy consumption and reduces waste, aligning with global sustainability goals. For example, AI-powered systems monitor and adjust energy usage in real time, ensuring that manufacturing operations run efficiently without unnecessary resource consumption.

AI is also driving innovation by enabling the discovery of eco-friendly materials and alternatives to traditional chemicals. Machine learning algorithms analyze chemical structures and properties to identify compounds with lower environmental impact, supporting the transition to greener products. This capability is particularly valuable in sectors like packaging, where sustainable materials are in high demand.

Moreover, AI accelerates the development of circular economy solutions by optimizing recycling processes and enhancing waste management. By identifying ways to repurpose by-products and recycle materials, AI helps companies reduce their environmental footprint and create value from waste streams. These advancements underscore AI’s transformative impact on sustainability and innovation in the chemicals industry.

What’s Driving the Growth of the AI in Chemicals Market?

The growth in the Artificial Intelligence in Chemicals market is driven by several critical factors, reflecting its increasing role in transforming the industry. The rising demand for innovation in chemical formulations and materials is a significant growth driver. AI-powered tools accelerate the R&D process, enabling companies to discover new products faster and maintain a competitive edge.

Consumer expectations for sustainable and high-performance products are also contributing to market expansion. AI helps companies meet these demands by optimizing production processes and developing eco-friendly materials, addressing both environmental and market challenges.

Furthermore, advancements in AI algorithms, coupled with increasing investments in digital transformation, are propelling the adoption of AI in the chemicals industry. The integration of AI with IoT and advanced analytics platforms is enhancing the capabilities of chemical manufacturers, enabling smarter operations and decision-making. These factors, combined with regulatory pressures to improve sustainability and reduce emissions, are driving the rapid growth of the AI in Chemicals market, positioning it as a cornerstone of future innovation and efficiency in the sector.

SCOPE OF STUDY:

The report analyzes the Artificial Intelligence in Chemicals market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Component (Hardware Component, Software Component, Services Component); Application (Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application, Other Applications); End-Use (Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use, Specialty Chemicals End-Use)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 43 Featured) -

  • Accenture Plc
  • BASF SE
  • Google LLC
  • Honeywell International, Inc.
  • IBM Corporation
  • Insilico Medicine
  • Microsoft Corporation
  • NVIDIA Corporation
  • Schlumberger Ltd.
  • Siemens AG

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Economic Frontiers: Trends, Trials & Transformations
    • Artificial Intelligence in Chemicals - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • AI for Predictive Maintenance Propels Growth in Chemical Plant Operations
    • Integration of AI in Chemical Supply Chains Expands Opportunities for Real-Time Inventory Management
    • AI for Product Formulation Drives Innovation in Specialty Chemicals
    • AI-Powered Analytics for Sustainability Bodes Well for Green Chemistry Initiatives
    • AI Tools for Compliance Monitoring Propel Adoption Amid Stringent Regulatory Standards
    • Growing Use of AI in Catalyst Development Highlights Market Opportunities
    • AI Solutions for Energy Efficiency in Chemical Manufacturing Strengthen Market Potential
    • AI in Safety Monitoring Enhances Workplace Safety Across Chemical Industries
    • AI Models for Waste Reduction Propel Growth in Circular Economy Applications
    • AI Adoption in Biochemical Research Spurs Growth in Biotech and Pharma Applications
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Artificial Intelligence in Chemicals Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Artificial Intelligence in Chemicals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Hardware Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Hardware Component by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Software Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Software Component by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Services Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Services Component by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Base Chemicals & Petrochemicals End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Base Chemicals & Petrochemicals End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Agricultural Chemicals End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Agricultural Chemicals End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Specialty Chemicals End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Specialty Chemicals End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Production Optimization Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Production Optimization Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Operational Process Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Operational Process Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Pricing Optimization Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for Pricing Optimization Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for New Material Innovation Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for New Material Innovation Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for Raw Material Demand Forecasting Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for Raw Material Demand Forecasting Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Artificial Intelligence in Chemicals Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 28: USA Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 29: USA 6-Year Perspective for Artificial Intelligence in Chemicals by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2025 & 2030
    • TABLE 30: USA Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by End-Use - Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 31: USA 6-Year Perspective for Artificial Intelligence in Chemicals by End-Use - Percentage Breakdown of Value Sales for Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use for the Years 2025 & 2030
    • TABLE 32: USA Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Application - Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 33: USA 6-Year Perspective for Artificial Intelligence in Chemicals by Application - Percentage Breakdown of Value Sales for Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications for the Years 2025 & 2030
  • CANADA
    • TABLE 34: Canada Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 35: Canada 6-Year Perspective for Artificial Intelligence in Chemicals by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2025 & 2030
    • TABLE 36: Canada Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by End-Use - Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 37: Canada 6-Year Perspective for Artificial Intelligence in Chemicals by End-Use - Percentage Breakdown of Value Sales for Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use for the Years 2025 & 2030
    • TABLE 38: Canada Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Application - Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Canada 6-Year Perspective for Artificial Intelligence in Chemicals by Application - Percentage Breakdown of Value Sales for Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications for the Years 2025 & 2030
  • JAPAN
    • Artificial Intelligence in Chemicals Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 40: Japan Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Japan 6-Year Perspective for Artificial Intelligence in Chemicals by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2025 & 2030
    • TABLE 42: Japan Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by End-Use - Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Japan 6-Year Perspective for Artificial Intelligence in Chemicals by End-Use - Percentage Breakdown of Value Sales for Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use for the Years 2025 & 2030
    • TABLE 44: Japan Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Application - Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Japan 6-Year Perspective for Artificial Intelligence in Chemicals by Application - Percentage Breakdown of Value Sales for Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications for the Years 2025 & 2030
  • CHINA
    • Artificial Intelligence in Chemicals Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 46: China Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 47: China 6-Year Perspective for Artificial Intelligence in Chemicals by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2025 & 2030
    • TABLE 48: China Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by End-Use - Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 49: China 6-Year Perspective for Artificial Intelligence in Chemicals by End-Use - Percentage Breakdown of Value Sales for Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use for the Years 2025 & 2030
    • TABLE 50: China Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Application - Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 51: China 6-Year Perspective for Artificial Intelligence in Chemicals by Application - Percentage Breakdown of Value Sales for Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications for the Years 2025 & 2030
  • EUROPE
    • Artificial Intelligence in Chemicals Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 52: Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 53: Europe 6-Year Perspective for Artificial Intelligence in Chemicals by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 54: Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Europe 6-Year Perspective for Artificial Intelligence in Chemicals by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2025 & 2030
    • TABLE 56: Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by End-Use - Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Europe 6-Year Perspective for Artificial Intelligence in Chemicals by End-Use - Percentage Breakdown of Value Sales for Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use for the Years 2025 & 2030
    • TABLE 58: Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Application - Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 59: Europe 6-Year Perspective for Artificial Intelligence in Chemicals by Application - Percentage Breakdown of Value Sales for Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications for the Years 2025 & 2030
  • FRANCE
    • Artificial Intelligence in Chemicals Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 60: France Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 61: France 6-Year Perspective for Artificial Intelligence in Chemicals by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2025 & 2030
    • TABLE 62: France Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by End-Use - Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 63: France 6-Year Perspective for Artificial Intelligence in Chemicals by End-Use - Percentage Breakdown of Value Sales for Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use for the Years 2025 & 2030
    • TABLE 64: France Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Application - Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 65: France 6-Year Perspective for Artificial Intelligence in Chemicals by Application - Percentage Breakdown of Value Sales for Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications for the Years 2025 & 2030
  • GERMANY
    • Artificial Intelligence in Chemicals Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 66: Germany Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Germany 6-Year Perspective for Artificial Intelligence in Chemicals by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2025 & 2030
    • TABLE 68: Germany Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by End-Use - Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Germany 6-Year Perspective for Artificial Intelligence in Chemicals by End-Use - Percentage Breakdown of Value Sales for Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use for the Years 2025 & 2030
    • TABLE 70: Germany Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Application - Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Germany 6-Year Perspective for Artificial Intelligence in Chemicals by Application - Percentage Breakdown of Value Sales for Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications for the Years 2025 & 2030
  • ITALY
    • TABLE 72: Italy Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Italy 6-Year Perspective for Artificial Intelligence in Chemicals by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2025 & 2030
    • TABLE 74: Italy Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by End-Use - Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Italy 6-Year Perspective for Artificial Intelligence in Chemicals by End-Use - Percentage Breakdown of Value Sales for Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use for the Years 2025 & 2030
    • TABLE 76: Italy Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Application - Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 77: Italy 6-Year Perspective for Artificial Intelligence in Chemicals by Application - Percentage Breakdown of Value Sales for Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications for the Years 2025 & 2030
  • UNITED KINGDOM
    • Artificial Intelligence in Chemicals Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 78: UK Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 79: UK 6-Year Perspective for Artificial Intelligence in Chemicals by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2025 & 2030
    • TABLE 80: UK Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by End-Use - Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 81: UK 6-Year Perspective for Artificial Intelligence in Chemicals by End-Use - Percentage Breakdown of Value Sales for Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use for the Years 2025 & 2030
    • TABLE 82: UK Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Application - Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 83: UK 6-Year Perspective for Artificial Intelligence in Chemicals by Application - Percentage Breakdown of Value Sales for Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 84: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Rest of Europe 6-Year Perspective for Artificial Intelligence in Chemicals by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2025 & 2030
    • TABLE 86: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by End-Use - Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Rest of Europe 6-Year Perspective for Artificial Intelligence in Chemicals by End-Use - Percentage Breakdown of Value Sales for Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use for the Years 2025 & 2030
    • TABLE 88: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Application - Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Rest of Europe 6-Year Perspective for Artificial Intelligence in Chemicals by Application - Percentage Breakdown of Value Sales for Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Artificial Intelligence in Chemicals Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 90: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Asia-Pacific 6-Year Perspective for Artificial Intelligence in Chemicals by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2025 & 2030
    • TABLE 92: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by End-Use - Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Asia-Pacific 6-Year Perspective for Artificial Intelligence in Chemicals by End-Use - Percentage Breakdown of Value Sales for Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use for the Years 2025 & 2030
    • TABLE 94: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Application - Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Asia-Pacific 6-Year Perspective for Artificial Intelligence in Chemicals by Application - Percentage Breakdown of Value Sales for Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 96: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Component - Hardware Component, Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Rest of World 6-Year Perspective for Artificial Intelligence in Chemicals by Component - Percentage Breakdown of Value Sales for Hardware Component, Software Component and Services Component for the Years 2025 & 2030
    • TABLE 98: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by End-Use - Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Rest of World 6-Year Perspective for Artificial Intelligence in Chemicals by End-Use - Percentage Breakdown of Value Sales for Base Chemicals & Petrochemicals End-Use, Agricultural Chemicals End-Use and Specialty Chemicals End-Use for the Years 2025 & 2030
    • TABLE 100: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence in Chemicals by Application - Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 101: Rest of World 6-Year Perspective for Artificial Intelligence in Chemicals by Application - Percentage Breakdown of Value Sales for Production Optimization Application, Operational Process Management Application, Pricing Optimization Application, New Material Innovation Application, Raw Material Demand Forecasting Application and Other Applications for the Years 2025 & 2030

IV. COMPETITION