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SCIENCE-BASED • AI-POWERED • LAB-PROVEN • A TNO SPIN-OFF

Advanced polymer design in weeks, not decades

How do you get from billions to four?

A single 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 space computationally against performance, toxicity, end-of-life and cost simultaneously, then hands the lab the handful worth synthesizing.

Two pathways.
One platform.

Same engine, same lab, same validation loop. The only difference is where you start: with a specification and no molecule, or with a molecule and no market.Whether you need to design a next-gen polymer that meets extreme specs and compliance targets simultaneously, or find commercial fit for a novel molecule, we accelerate your journey from years to weeks.

  • Inverse design

    For End Clients, Brands & Manufacturers

    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.

    Design a new material
  • Application discovery

    For (Biobased) Monomer & Polymer Producers

    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.

    Discover commercial applications

Our intelligence and physical validation continuously accelerate each other.

  • The foundation

    • 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 emerging standard to capture and encode complex polymer topology and architecture.

  • The intelligence

    • 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.

  • The proof

    • High-throughput lab

      High speed physical synthesis and characterization providing fresh 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.

Six criteria. One cohesive design algorithm.

Read more about our technology