We analyzed 290 generative design startups impacting the materials sector. ParaMatters, CellCore, Diabatix, Caracol AM & Anisporint develop 5 top solutions to watch out for. Learn more in our Global Startup Heat Map!
How is machine learning accelerating material innovation? Discover 10 hand-picked startups advancing Machine Learning for Materials Science in 2025 and their breakthrough technologies! These startups are driving the next frontier of material engineering, from digital twins and material data platforms to AI-assisted property prediction and biomaterial design.
Curious about AI startups that will impact the materials industry? Discover 10 hand-picked AI-based Material Science Startups to Watch in 2025 in this report & learn what their solutions have in store for your business!
The Metals Industry Report 2025 highlights key trends, workforce dynamics, investment flows, and other factors shaping the future of the global metals sector. Supported by major investors and a growing ecosystem of metals-focused startups, the industry adapts to changing economic conditions, evolving industrial demands, and rapid technological transformation.
Leverage our unparalleled data advantage to quickly and easily find hidden gems among 7M+ startups, scaleups. Access the world's most comprehensive innovation intelligence and stay ahead with AI-powered precision.