LoadingSCIENCE-BASED • AI-POWERED • LAB-PROVEN • A TNO SPIN-OFF
A small monomer set opens a design space running into the billions of viable architectures, once composition, topology and molecular weight are counted. Testing your way through that is not slow. It is impossible.
polySCOUT screens the full option space computationally against technical performance, toxicity, end-of-life and cost simultaneously, then hands the lab the handful candidates worth synthesizing.
Same engine, same lab, same validation loop. The only difference is where you start: with a specification and no polymer, or with a polymer and no market. Whether you need to design a next-gen material that meets extreme specs and compliance targets simultaneously, or find commercial fit for a novel material, we accelerate your research journey from years to weeks.
You define your target criteria. Our inverse design engine calculates the exact molecular architecture to meet both your specifications and the strict regulatory limits while we optimize for performance, toxicity, and end-of-life from millisecond one.
Designing Beyond Performance: We optimize for performance, toxicity, and end-of-life from millisecond one, bypass decades of slow testing, and ensure you enter qualification once, not twice.
You have synthesized a novel (bio-based) polymer or monomer. Our platform immediately maps your compound against the entire industrial design space, simulating real-world performance to discover high-value commercial fits.
Accelerated Market Fit: Identify high-margin application spaces where your biobased molecule can directly replace fossil-based or regulated polymers. Our Approach: Targeted contract research and application mapping to radically de-risk commercialization.
3+ Years curated data
A growing hand-picked dataset of validated materials and experimental results.
Quantum Simulations
Atomic-level property modeling to de-risk molecular structures before synthesis.
BigSMILES
The state-of-the-art approach to capture and encode complex polymer topology and architecture.
Physics-Informed AI
Grounded in thermodynamics to prevent physically impossible designs.
Safe-by-Design
Optimizing for biodegradability, toxicity, and life cycle assessment from millisecond one.
High-throughput lab
High speed physical synthesis and characterization providing validated physical data.
Scaling to 50/week
Active capacity upgrade to double data collection speed.
Closed feedback loop
Physical lab data feeds back to make models continuously smarter.
Stay up to date with the latest developments at polySCOUT. Discover company updates, industry insights, and breakthroughs in AI-driven materials innovation as we work towards a smarter, faster, and more sustainable future for material development.
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· TNO spin-off links polymer chemistry, a proprietary verified database and a high-throughput lab into a single chain from specification to measured material. Founders ring the gong at Euronext Amsterdam today.
TNO today launches polySCOUT, an independent Dutch AI company that designs polymers to specification.
