Comparing 8 vendors in Material Informatics Startups across 0 criteria.
Comprehensive Company Analysis - Business strategy, SWOT, financials, growth areas, M&A moves
Market Position & Share Insights - Visual competitive landscape (like the quadrant above)
Segment-level Benchmarking - Product, region, and end-user vertical
Image & Report PDF Downloads - Ready-to-use for presentations and strategy sessions
Demand Generation [Optional Buy] - License quadrant to drive demand & showcase leadership
Summary
Material informatics is a software-driven approach that applies informatics principles to materials science and engineering. By leveraging data and computational tools, it improves the understanding, selection, development, and discovery of materials. This emerging technology focuses on the rapid and efficient collection, management, analysis, and sharing of diverse materials data, aiming to reduce the time, cost, and risks involved in the development, production, and deployment of new materials.
Key Market Drivers and Applications:
The market is poised for growth due to increasing reliance on AI technology to enhance the efficiency and speed of material development, as well as the rising demand for sustainable and low-cost materials driven by government initiatives focused on clean energy. Additionally, the growing emphasis on mitigating climate change and reducing environmental pollution has led to increased market interest in this field. Material informatics platforms are being developed to not only facilitate the accelerated discovery and development of materials but also to optimize manufacturing processes, reduce waste, and enhance productivity. With rapid technological advancements, these platforms help in optimizing value chains for various industries, including chemicals, pharmaceuticals, and manufacturing. The seamless integration of these tools into R&D environments has proven pivotal in enhancing decision-making and operational efficiencies.
360Quadrants Evaluation Framework for Material Informatics Startups
The 360 Startup/SMEs evaluation matrix provides a comprehensive company assessment of major start-ups and SMEs offering the Material Informatics Quadrant. It outlines key findings and analyzes how effectively each market vendor performs based on predefined competitive leadership mapping criteria. Vendor evaluations are conducted based on product footprint and market share/rank. Each category includes various criteria upon which the vendors are assessed. The top criteria for product footprint evaluation included Material Type (Elements, Chemicals, and other materials) and Industries (chemicals & pharmaceuticals, materials science, manufacturing, food science, energy, and other industries).Startups/SME Companies in the Material Informatics Landscape
Citrine Informatics
Citrine Informatics focuses on the advanced utilization of AI to drive innovation within material sciences. The company's Citrine Platform aids in discovering and deploying cutting-edge materials and solutions in collaboration with various industry giants.
Phaseshift Technologies
Phaseshift Technologies is a notable player with significant influence in North America. It provides computational modelling tools that combine AI with experimental data to accelerate product design and manufacturing process efficiencies.
Kebotix, Inc.
Kebotix specializes in using AI and robotics to discover chemical and materials solutions. The company's expansion into new geographic territories and investments in AI research continue to give it a competitive edge.
MaterialsZone
MaterialsZone offers a comprehensive Material Informatics Platform that integrates data from scientific research into AI/ML-ready formats, streamlining research and development processes for new materials.
AlbertInvent
AlbertInvent focuses on delivering cloud-based platforms tailored to accelerate R&D activities in the chemical and materials sectors with robust AI/ML integration for optimized workflow management.
ExoMatter GmbH
Based in Germany, ExoMatter GmbH employs AI to advance research in materials science. It specifically targets the chemicals, renewable energy, and manufacturing sectors with data-rich global integrations.
Exponential Technologies Ltd.
Exponential Technologies Ltd., operating primarily in Europe, innovates with its AI design of experiment software, xT SAAM, to optimize material and chemical development processes.
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
