AI Material Discovery & Informatics
Part of Knowledge Engineering · updated September 23, 2026
19
Companies tracked
5
With verified customers
$938M
Capital raised
2021
Median founded
The companies
22 verified customer relationships across 5 countries
| Company | Focus | HQ | Founded | Raised | Verified customers |
|---|---|---|---|---|---|
| Uncountable | Materials Informatics, R&D Data Management | United States | 2016 | $33M | 11 |
| Citrine Informatics | Materials Informatics, AI-Driven Formulation | United States | 2013 | $52M | 6 |
| Cusp AI | AI Materials Platform | United Kingdom | 2023 | $580M | 3 |
| Orbital Industries | AI-Driven Materials Discovery | United Kingdom | 2022 | $71M | 1 |
| Radical AI | AI + fully-autonomous robotic labs discovering inorganic materials/alloys (~100 | United States | 2024 | $55M | 1 |
| Foundation Alloy | AI-Driven Alloy Design, Advanced Materials Engineering | United States | 2026 | $44M | — |
| NobleAI | Science-based AI 'VIP Platform' | United States | 2018 | $41M | — |
| Kebotix | Self-driving lab — closes the loop between ML models and lab robotics | United States | 2017 | $24M | — |
| OSMOSES | AI Membrane Design, Industrial Gas Separation | United States | 2021 | $15M | — |
| AIONICS | AI Battery Materials, Electrochemical Simulation | United States | 2019 | $11M | — |
| Atinary Technologies | No-code 'Self-Driving Labs' (SDLabs) — ML + lab robotics to design/run/optimize | Switzerland | 2019 | $10M | — |
| Materials Nexus (MatNex) | AI + quantum-mechanics materials design | United Kingdom | 2020 | $3M | — |
| Newfound Materials | Physics-driven AI mapping inorganic reaction networks to predict synthesis | United States | 2024 | <$1M | — |
| AI Materia | Virtual Materials Experimentation, Data Management SaaS | Canada | 2021 | <$1M | — |
| Agnify | Asset Monitoring, Predictive Maintenance | South Africa | 2024 | $0M | — |
| Matrac | Materials Data Management, Informatics, Collaboration | United Kingdom | 2024 | $0M | — |
| PHASESHIFT | AI-Driven Alloy Design, Multi-Scale Materials Simulation | Canada | 2021 | $0M | — |
| SolidSky | Agentic materials lab (FLAMEL): computational chemistry + PINNs | United States | 2025 | $0M | — |
| XTRIUM | AI materials-intelligence | United States | 2025 | $0M | — |
Ordered by evidence: verified customers first, then capital raised. A verified customer relationship is one confirmed against a named source and joined by database record ID, never by name matching — customer names themselves are not published. An em dash means no public evidence found, which is not the same as none existing. Active companies only.