U.S. Material Informatics Market Size, Share, Growth, Report 2026 to 2035

What is the Current U.S. Material Informatics Market Size and Share?

The U.S. material informatics market size was valued at USD 285.45 million in 2025, is estimated to reach USD 330.84 million in 2026, and is projected to reach USD 1,248.43 million by 2035, exhibiting a compound annual growth rate (CAGR) of 6.75% over the forecast period from 2026 to 2035.  The heavy focus on personalized and advanced is accelerating the industry's potential nowadays.

Market Highlights

• By component, the software segment dominated the market with a 72% share in 2025, as industries increasingly rely on advanced digital platforms for material analysis and research management.
• By component, the AI/ML integrated informatics platforms segment held the 31% market share in 2025 and is expected to be the fastest growing in the market, with a CAGR of 18.70% in the forecast period, owing to the increasing need for faster and smarter material research processes.
• By deployment mode, the cloud segment dominated the market with 68% share in 2025 and is expected to be the fastest-growing segment in the market, with a CAGR of 17.20% in the forecast period, as cloud-based platforms provide easier data access, flexible storage, and lower infrastructure costs.
• By technology, the artificial intelligence segment dominated the market with 39% share in 2025 and is expected to be the fastest-growing segment in the market, with a CAGR of 18.40% in the forecast period, as AI technologies help industries improve research speed, data analysis, and material prediction capabilities.
• By material type, the chemicals segment dominated the market with 26% share in 2025, owing to the chemical industries require continuous material testing, formulation improvement, and product innovation.
• By material type, the pharmaceutical & biomaterials segment held the 14% market share in 2025 and is expected to be the fastest-growing in the market, with a CAGR of  17.80% in the forecast period in 2025, owing to the increasing demand for advanced healthcare materials and faster drug development processes.
• By application, the material discovery segment dominated the market with 34% share in 2025 and is expected to be the fastest-growing in the market, with a CAGR of 18.10% in the forecast period, owing to industries increasingly searching for faster ways to identify advanced materials for industrial applications.
• By end-use industry, the chemicals segment dominated the market with 24% share in 2025, owing to chemical manufacturers requiring continuous research and material optimization for industrial production.
• By end-use industry, the pharmaceuticals & biotechnology segment held the 18% market share in 2025 and is expected to be the fastest-growing in the market, with a CAGR of 18.20% in the forecast period, as healthcare industries are increasingly adopting advanced digital research technologies.
• By enterprise size, the large enterprises segment dominated the market with 74% share in 2025, owing to major companies having stronger financial resources and advanced research infrastructure.
• By enterprise size, the small and medium enterprises segment held the 26% market share in 2025 and is expected to be the fastest-growing in the market, with a CAGR of 17.90% in the forecast period, as increasing availability of affordable cloud-based and AI-powered material informatics solutions.

Next Generation Materials Emergence

The usage of artificial intelligence, data analysis, and machine learning tools for the development of improved materials through a smarter and faster way is known as material informatics. Also, the greater demand for personalized and precision materials in major industries of the United States is driving substantial financial gains in the manufacturing sector nowadays. Also, the most demanded sectors, such as healthcare, electronics, automotive, and chemicals, have been seen seeking advanced materials in the United States, as per the recent survey.

Moreover, the industry is gaining strong attention in the United States because industries are looking for smarter ways to reduce research time and improve product innovation. Traditional material development methods often require long testing processes and high research costs. However, material informatics platforms help researchers predict material behavior digitally before physical testing begins. This process supports faster decision-making and improves overall development efficiency.

In recent years, the rising adoption of artificial intelligence across industrial sectors has supported the growth of the market. Moreover, companies are increasingly investing in advanced technologies to develop lightweight, durable, and sustainable materials for modern industrial applications. 

Recent Market Trends:

• The greater shift towards artificial intelligence for accurate material development has attracted increased capital and better investment in manufacturing in recent years. Several companies are observed in heavy adoption of AI-based platforms to scan and analyze materials.
• The growing need for sustainable material developments is supporting the stronger cash flows for the manufacturing enterprises in the current period. Also, several major firms are focusing on the material which is ecofriendly and minimize carbon reduction nowadays.
• The sudden expansion in the battery and energy sector is expected to enhance market participation for producers during the forecast period. Also, the ahead of the greater shift of electric vehicles, the manufacturers are seen using digital material research tools to develop higher performance materials.

Report Scope

Report Attribute	Details
Market Size in 2026	USD 330.84 Million
Revenue Forecast in 2035	USD 1,248.43 Million
Growth Rate	CAGR 6.75%
Forecast Period	2026 - 2035
Base Year	2025
Segment Covered	By Component, By Deployment Mode, By Technology, By Material Type, By Application, By End-Use Industry, By Enterprise Size
Key companies profiled	Citrine Informatics, Schrodinger, Inc, Enthought, Inc., Exabyte.io, Kebotix, Matmerize, Inc., Allozymes, Noble.AI.

Cloud Technologies Transforming Material Research 

The industry is heavily observing the integration of machine learning and cloud-based research platforms into material development processes nowadays. Also, the companies are moving away from traditional trial-and-error methods and adopting digital technologies to improve research speed and accuracy. In recent years, cloud computing has helped researchers store, manage, and analyze large data sets more efficiently. 

Current Regional Situations in the Material Informatics Market for the United States 2026

• California: The increasing presence of digital technology firms and advanced material research activities.
• Texas: Expanding industrial operations and energy-related projects are creating higher demand for material informatics solutions.
• New York: Increasing activities in healthcare technology, electronics, and scientific research.

U.S. Material Informatics Market Regulatory Landscape: Regulations

Country Region	Regulatory Body	Key Regulations	Focus Areas
United States	U.S. Environmental Protection Agency (EPA)	Federal Insecticide, Fungicide, and Rodenticide Act (FIFRA)	Mandates that even if an AI model completely designs a new, highly stable quaternary ammonium or surfactant variant, the physical product must still clear real-world performance protocols (such as the EPA Product Performance Test Guidelines, Series 810) to validate surface pathogen eradication claims.

Market Dynamics

Driver 

Faster Material Discovering Driving Innovation

The heavy demand for faster material discovery and product innovation is creating profitable pathways for the industry participants in the current period. Also, industries such as chemicals, healthcare, electronics, automotive, and energy are looking for advanced technologies that can reduce research time and improve development efficiency. In recent years, companies have increasingly adopted artificial intelligence and machine learning tools to analyze material data more effectively. 

Restraint

Expensive Platforms Restraining Industry Progress

The high implementation cost of advanced material informatics platforms is likely to create growth barriers for manufacturers during the coming years. Many companies, especially smaller businesses, face challenges in adopting these technologies due to expensive software systems, infrastructure requirements, and skilled workforce needs. In recent years, industries have also experienced difficulties in managing large volumes of material-related data accurately.

Opportunity 

Sustainable Innovation Through Smarter Materials

The greater shift towards sustainable and advanced materials is expected to create lucrative opportunities in the industry during the forecast period. Also, industries are increasingly searching for eco-friendly, lightweight, and high-performance materials for applications in electric vehicles, renewable energy, healthcare, and electronics. In recent years, material informatics technologies have helped companies speed up the discovery of innovative materials while reducing development costs.

Segmental Insights 

Component Insights

The software segment dominated the market with 72% share in 2025, as industries increasingly rely on advanced digital platforms for material analysis and research management. Software solutions help companies process large amounts of scientific data quickly and accurately. In recent years, businesses have focused on improving research efficiency, reducing testing time, and accelerating product development processes. 

U.S. Material Informatics Market Share, By Component, 2025 (%)

By Component	Revenue Share, 2025 (%)
Software	72%
Services	28%
AI/ML Integrated Informatics Platforms	31%
Simulation & Modeling Software	24%
Data Management & Analytics Software	18%
Materials Discovery Platforms	15%
Cloud-based Informatics Solutions	12%

The AI/ML integrated informatics platforms segment held the 31% market share in 2025 and is expected to be the fastest-growing in the market, with a CAGR of  18.70% in the forecast period, owing to the increasing need for faster and smarter material research processes. These technologies help researchers identify material properties, predict performance, and reduce development time more efficiently than traditional methods. In recent years, industries have increasingly adopted AI-driven systems to improve research accuracy and innovation speed.

Deployment Mode Insights 

The cloud segment dominated the market with 68% share in 2025 and is expected to be the fastest-growing segment in the market, with a CAGR of 17.20% in the forecast period, as cloud-based platforms provide easier data access, flexible storage, and lower infrastructure costs. Industries are increasingly adopting cloud technologies to manage large volumes of material-related information more efficiently. In recent years, companies have focused on improving collaboration between research teams located in different regions.

U.S. Material Informatics Market Share, By Deployment Mode, 2025 (%)

By Deployment Mode	Revenue Share, 2025 (%)
Cloud	68%
On-Premise	32%
Public Cloud	45%
Private Cloud	33%
Hybrid Cloud	22%

The public cloud segment held the 45% market share in 2025, due to its cost-effectiveness and easy accessibility for businesses of all sizes. Public cloud platforms allow companies to access advanced computing resources without investing heavily in physical infrastructure. In recent years, industries have increasingly preferred scalable and flexible research solutions to handle growing amounts of material data.

Technology Insights

The artificial intelligence segment dominated the market with 39% share in 2025 and is expected to be the fastest-growing segment in the market, with a CAGR of 18.40% in the forecast period, as AI technologies help industries improve research speed, data analysis, and material prediction capabilities. Companies are increasingly using AI tools to analyze complex material datasets and identify suitable materials for industrial applications. In recent years, industries have focused on reducing traditional trial-and-error research methods, which often require high costs and longer development periods. 

U.S. Material Informatics Market Share, By Technology, 2025 (%)

By Technology	Revenue Share, 2025 (%)
Artificial Intelligence	39%
Big Data Analytics	22%
High-throughput Computing	16%
Digital Twin Technology	11%
IoT-enabled Informatics	7%
Quantum Computing	5%

The big data analytics segment held the 22% market share in 2025, owing to industries generating large amounts of material-related research data in the current period. Companies are increasingly using big data tools to organize, analyze, and manage scientific information more efficiently. In recent years, businesses have focused on improving material discovery processes through data-driven research methods.

Material Type Insights

The chemicals segment dominated the market with 26% share in 2025, owing to the chemical industries require continuous material testing, formulation improvement, and product innovation. Companies are increasingly adopting material informatics solutions to speed up chemical research and reduce laboratory testing time. In recent years, the demand for sustainable chemicals, specialty chemicals, and advanced industrial materials has increased significantly.

The pharmaceutical & biomaterials segment held the 14% market share in 2025 and is expected to be the fastest-growing in the market, with a CAGR of  17.80% in the forecast period in 2025, owing to the increasing demand for advanced healthcare materials and faster drug development processes. Industries are increasingly using material informatics technologies to improve biomaterial research, medical device development, and pharmaceutical innovation.

Application Insights 

The material discovery segment dominated the market with 34% share in 2025 and is expected to be the fastest-growing in the market, with a CAGR of 18.10% in the forecast period, owing to industries increasingly searching for faster ways to identify advanced materials for industrial applications. Traditional material discovery methods often require long testing periods and high research costs. In recent years, companies have adopted material informatics platforms to improve research speed and reduce development risks.

U.S. Material Informatics Market Share, By Application, 2025 (%)

By Application	Revenue Share, 2025 (%)
Material Discovery	34%
Product Development	23%
Process Optimization	16%
Quality Control	12%
Sustainability & Recycling Analysis	9%
Predictive Maintenance	6%

The product development segment held the 23% market share in 2025, as industries are focusing on launching innovative and high-performance products in shorter timeframes. Companies are increasingly using material informatics technologies to improve product quality and reduce development costs. In recent years, industries such as automotive, electronics, healthcare, and energy have increased investments in advanced product innovation activities.

End-Use Industry Insights

The chemicals segment dominated the market with 24% share in 2025, owing to chemical manufacturers requiring continuous research and material optimization for industrial production. Companies are increasingly using digital research platforms to improve chemical formulations, reduce testing time, and enhance production efficiency.

U.S. Material Informatics Market Share, By End-use Industry, 2025 (%)

By End-use Industry	Revenue Share, 2025 (%)
Chemicals	24%
Pharmaceuticals & Biotechnology	18%
Automotive	16%
Aerospace & Defense	12%
Electronics & Semiconductors	11%
Energy & Utilities	8%
Manufacturing	7%
Academic & Research Institutes	4%

The pharmaceuticals & biotechnology segment held the 18% market share in 2025 and is expected to be the fastest-growing in the market, with a CAGR of 18.20% in the forecast period, as healthcare industries are increasingly adopting advanced digital research technologies. Material informatics solutions help pharmaceutical and biotechnology companies improve drug development, biomaterial testing, and research efficiency. In recent years, the demand for faster medical innovation and personalized healthcare solutions has increased significantly.

Enterprise Size Insights

The large enterprises segment dominated the market with 74% share in 2025, owing to major companies having stronger financial resources and advanced research infrastructure. Large organizations are increasingly investing in artificial intelligence, cloud computing, and digital material research platforms to improve innovation capabilities.

U.S. Material Informatics Market Share, By Enterprise Size, 2025 (%)

By Enterprise Size	Revenue Share, 2025 (%)
Large Enterprises	74%
Small & Medium Enterprises	26%

The small and medium enterprises segment held the 26% market share in 2025 and is expected to be the fastest-growing in the market, with a CAGR of 17.90% in the forecast period, as increasing availability of affordable cloud-based and AI-powered material informatics solutions. In recent years, technology providers have introduced cost-effective digital research platforms that are easier for smaller businesses to adopt.

Recent Development

• In December 2025, Citrine Informatics has unveiled two new capabilities. The newly added capabilities are called Apex and Omni. Also, Omni can work as a universal data harmonizer while Apex acts as an industrial superintelligence, as per the company's claim.(Source: www.compositesworld.com)

Top Vendors in the U.S. Material Informatics Market & Their Offerings:  

• Citrine Informatics: Citrine Informatics leads the materials informatics space with an enterprise software platform designed to accelerate product development. Leveraging specialized machine learning and artificial intelligence, the platform allows chemical and materials manufacturers to systematically organize data.
• Schrodinger, Inc.: Schrödinger provides a dominant physics-based computational platform that accelerates molecular discovery across the biotechnology and materials science sectors. By seamlessly merging quantum mechanics with predictive machine learning algorithms, the platform evaluates billions of virtual chemical compounds. This advanced modeling predicts vital structural properties, driving innovation in aerospace, electronics, and industrial formulation markets.
• Enthought, Inc.: Enthought specializes in digital transformation, providing scientific software solutions alongside technical consulting services for materials-centric industries. The firm builds bespoke data platforms, custom machine learning applications, and scientific computing tools.

Other Key Players

• Exabyte.io 
• Kebotix
• Matmerize, Inc.
• Allozymes
• Noble.AI

Segments Covered in the Report 

By Component

• Software 
  
  • Materials Discovery Platforms
  • Simulation & Modeling Software
  • Data Management & Analytics Software
  • AI/ML Integrated Informatics Platforms
  • Cloud-based Informatics Solutions
• Services 
  
  • Consulting Services
  • Integration & Deployment
  • Maintenance & Support
  • Training & Education Services 

By Deployment Mode 

• Cloud 
  
  • Public Cloud
  • Private Cloud
  • Hybrid Cloud
• On-Premise 

By Technology 

• Artificial Intelligence 
  
  • Deep Learning
  • Machine Learning
  • Reinforcement Learning
• Big Data Analytics 
• Quantum Computing 
• High-throughput Computing 
• Digital Twin Technology 
• IoT-enabled Informatics 

By Material Type 

• Chemicals 
  
  • Specialty Chemicals
  • Petrochemicals
  • Catalysts
• Polymers 
  
  • Thermoplastics
  • Thermosets
  • Elastomers
• Metals & Alloys 
  
  • Ferrous Alloys
  • Non-ferrous Alloys
  • Superalloys
• Pharmaceuticals & Biomaterials 
  
  • Drug Compounds
  • Biocompatible Materials
• Energy Materials 
  
  • Battery Materials
  • Solar Materials
  • Hydrogen Materials
• Nanomaterials

By Application 

• Material Discovery
• Product Development
• Quality Control
• Process Optimization
• Predictive Maintenance
• Sustainability & Recycling Analysis 

By End-Use Industry

• Chemicals
• Pharmaceuticals & Biotechnology
• Automotive
• Aerospace & Defense
• Electronics & Semiconductors
• Energy & Utilities
• Manufacturing
• Academic & Research Institutes

By Enterprise Size 

• Large Enterprises
• Small & Medium Enterprises