Comparing 8 vendors in Material Informatics Startups across 0 criteria.
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.
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
2.1 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
3.1 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
4.1 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