Comparing 5 vendors in Material Informatics Startups across 0 criteria.
Summary
In the burgeoning field of materials science, the application of informatics is revolutionizing the way materials are discovered and developed. The 2025 report on Material Informatics provides a comprehensive evaluation of the rapidly evolving landscape where traditional material science intersects with cutting-edge artificial intelligence (AI) and machine learning (ML) technologies. As industries worldwide strive for innovation, efficiency, and sustainability, material informatics offers unparalleled opportunities to achieve these goals. This discipline is pivotal in accelerating materials discovery and optimizing manufacturing processes significantly. By leveraging AI/ML, companies are harnessing data in unprecedented ways to predict material properties and behaviors, fostering breakthroughs in a variety of applications, from pharmaceuticals to electronics.
The global market for material informatics is seeing robust growth, driven by technological advancements and a growing demand for new materials in sectors like clean energy, consumer electronics, and healthcare. Government initiatives aimed at reducing environmental impact and promoting efficient use of resources further propel the sector's expansion. The introduction of digital technologies has made it easier to build vast databases of material properties, significantly enhancing research and development (R&D) capabilities. However, challenges like insufficient data quality and the high cost of services persist, requiring innovative solutions to overcome.
Key players in this field are using strategic partnerships, product launches, and collaborations to maintain competitive edges and expand their footprints globally. The competitive landscape is punctuated by intense rivalry among established companies, which underscores the strategic importance of staying at the forefront of technological development. As a result, the material informatics market not only presents opportunities for lucrative advancements but also demands strategic agility and innovation to thrive in its competitive ecosystem.
Startups in the Market
Exomatter: Founded in 2022, Exomatter is based in Munich, Germany. As a private startup, it specializes in providing innovative solutions backed by venture capital, amounting to a pre-seed funding of USD 1.75 million. The company focuses on leveraging technology to advance material science solutions.
Kebotix, Inc.: This Massachusetts-based company, founded in 2017, is known for integrating AI and ML into its offerings to revolutionize material discovery. With a successful Series B funding round, this startup is poised to advance novel material solutions on a global scale.
AlbertInvent: A dynamic player from California, established in 2022, this company targets breakthrough innovations in material science. Supported by Series A funding of USD 30 million, it emphasizes sustainable developments through its venture-backed model.
Intellegens Limited: Founded in 2017, and located in Cambridge, UK, this startup develops AI-driven solutions for material informatics, obtaining initial financial backing through angel investment. It is rapidly growing its presence in the technological sphere of materials innovation.
NobleAI: Another Californian startup, NobleAI was founded in 2018, with a focus on materials innovation via AI. It has secured substantial financial input from seed and Series A rounds, amounting to USD 30.7 million, to advance its competitive edge in optimizing material designs.
1 INTRODUCTION
1.1 Study Objectives
1.2 Market Definition
1.3 Study Scope
1.3.1 Markets Covered and Regional Scope
1.3.2 Inclusions and Exclusions
1.3.3 Years Considered
1.4 Currency Considered
1.5 Limitations
1.6 Stakeholders
1.7 Summary of Changes
2 MARKET OVERVIEW
2.1 Introduction
2.2 Market Dynamics
2.2.1 Drivers
2.2.1.1 Increasing Reliance on Ai Technology to Speed Up Material Discovery and Development
2.2.1.2 Rising Government Initiatives to Provide Low-Cost Clean Energy Materials
2.2.1.3 Growing Focus on Mitigating Climate Change and Environmental Pollution
2.2.2 Restraints
2.2.2.1 Shortage of Technical Experts
2.2.2.2 High Costs of Maintenance and Services
2.2.3 Opportunities
2.2.3.1 Emerging Applications of Large Language Models (LLMs) in Material Development
2.2.3.2 Ease of Building Material Databases Using Digital Technologies
2.2.4 Challenges
2.2.4.1 Insufficient Data Volume and Quality
2.3 Value Chain Analysis
2.4 Ecosystem Analysis
2.5 Trends/Disruptions Impacting Customer Business
2.6 Technology Analysis
2.6.1 Key Technologies
2.6.1.1 Artificial Intelligence (AI) and Machine Learning (ML)
2.6.1.2 High-Performance Computing (HPC)
2.6.2 Complementary Technologies
2.6.2.1 Internet of Things (IoT)
2.6.2.2 Cloud Computing and Storage
2.6.3 Adjacent Technologies
2.6.3.1 Polymer Informatics
2.6.3.2 Chemical Informatics
2.6.3.3 Bioinformatics
2.7 Porter’s Five Forces Analysis
2.7.1 Intensity of Competitive Rivalry
2.7.2 Bargaining Power of Suppliers
2.7.3 Bargaining Power of Buyers
2.7.4 Threat of Substitutes
2.7.5 Threat of New Entrants
2.8 Investment and Funding Scenario
2.9 Patent Analysis
2.10 Key Conferences and Events, 2025
2.11 Impact of AI/Gen AI on Material Informatics Market
2.11.1 Introduction
2.11.2 Use Cases
3 COMPETITIVE LANDSCAPE
3.1 Overview
3.2 Key Players Strategies/Right to Win, 2021–2024
3.3 Revenue Analysis, 2019–2023
3.4 Market Share Analysis, 2024
3.5 Company Valuation and Financial Metrics, 2024
3.6 Product Comparison
3.7 Company Evaluation Matrix: Startups/SMEs, 2024
3.7.1 Progressive Companies
3.7.2 Responsive Companies
3.7.3 Dynamic Companies
3.7.4 Starting Blocks
3.7.5 Competitive Benchmarking: Startups/SMEs, 2024
3.7.5.1 Detailed List of Key Startups/SMEs
3.7.5.2 Competitive Benchmarking of Key Startups/SMEs
3.8 Competitive Scenario
3.8.1 Product Launches
3.8.2 Deals
3.8.3 Expansions
3.8.4 Other Developments
4 COMPANY PROFILES
4.1 ALBERTINVENT
4.1.1 Business overview
4.1.2 Products/Solutions/Services offered
4.1.3 Recent developments
4.2 EXOMATTER GMBH
4.2.1 Business overview
4.2.2 Products/Solutions/Services offered
4.2.3 Recent developments
4.3 INNOPHORE
4.3.1 Business overview
4.3.2 Products/Solutions/Services offered
4.3.3 Recent developments
4.4 NOBLEAI
4.4.1 Business overview
4.4.2 Products/Solutions/Services offered
4.4.3 Recent developments
4.5 MATERIALSIN
4.5.1 Business overview
4.5.2 Products/Solutions/Services offered
4.5.3 Recent developments
4.6 PREFERRED COMPUTATIONAL CHEMISTRY
4.6.1 Business overview
4.6.2 Products/Solutions/Services offered
4.6.3 Recent developments
4.7 TILDE MATERIALS INFORMATICS
4.7.1 Business overview
4.7.2 Products/Solutions/Services offered
4.7.3 Recent developments
4.8 INTELLEGENS LIMITED
4.8.1 Business overview
4.8.2 Products/Solutions/Services offered
4.8.3 Recent developments
Mar 2023
cambridgeindependent Oct 2022 Scientific Computing World
