How Albert Invent’s AI Platform is Transforming Chemical Innovation
Generative AI is making waves across scientific disciplines, and the chemicals sector is no exception. Startups like Albert Invent are leveraging AI to accelerate research and development, reducing the trial-and-error approach that has long dominated the field.
The AI-Driven Chemistry Revolution
Albert Invent, founded by former 3D printing industry veterans, has developed Albert Breakthrough—an AI platform designed to streamline chemical formulation. The company recently secured a $22.5 million Series A funding round led by Coatue, with participation from TCV, Index Ventures, F-Prime, and Homebrew.
How It Works
The platform combines:
- Structured chemical data from over 15 million molecules
- Proprietary AI models trained on domain-specific knowledge
- Real-time toxicology predictions that outperform traditional industry benchmarks
This enables chemists to:
- Speed up product development
- Improve accuracy in formulations
- Reduce reliance on manual experimentation
Industry Adoption & Leadership
Albert Invent’s client roster includes major players like Chemours, Solenis, Henkel, and Nouryon. According to Nick Talken, CEO and co-founder, the platform brings data-driven innovation to chemistry—a field traditionally slow to adopt digital transformation.
“This is a SaaS product that’s being used by the largest chemical companies to reinvent the physical world. From sustainability to personalized medicine, chemistry will solve society’s biggest challenges.”
— Nick Talken, CEO of Albert Invent
A Unique Approach to AI
Unlike generic AI models, Albert Invent built its foundational chemistry models from scratch, avoiding reliance on OpenAI or other third-party systems. The company does, however, use external AI for auxiliary functions like chatbots.
From 3D Printing to Chemical AI
The founders’ background in materials science (via their previous venture, Molecule Corp) gave them unique insights into chemical processes. After selling Molecule Corp to Henkel in 2019, they incubated Albert Invent within the company before spinning it out as an independent startup.
What’s Next?
With fresh funding, Albert Invent aims to expand its AI capabilities and further integrate its platform into global R&D workflows. As David Schneider of Coatue noted:
“Albert is transforming chemistry research by implementing cutting-edge AI for greater efficiency and business impact.”
Industry leaders like Nouryon’s CTO, Johan Landfors, already consider the platform indispensable for product development—a testament to its growing influence in the sector.
The Bigger Picture
Albert Invent’s success highlights a broader trend: AI’s potential to revolutionize traditional industries. By merging deep domain expertise with advanced machine learning, the company is setting a new standard for innovation in chemical sciences.
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