Polymerize Labs is the AI-native System of Intelligence for materials R&D. Predict properties, optimize formulations, and design better experiments with explainable AI your scientists will actually trust.
Polymerize Labs doesn't just predict outcomes. It explains the "why" behind every recommendation. Our explainable AI transforms your historical data into a strategic weapon, delivering glass-box predictions with 95%+ accuracy and 100% transparency.
Our AI evaluates millions of potential formulations in seconds. Multi-objective optimization balances competing properties. Inverse design starts with your desired properties and works backwards to the exact recipe. Synergy detection uncovers non-linear interactions that traditional DOE would miss.
Reduce reformulation cycles by 75% with first-time-right formulations.
See exactly which parameters drive your results with feature attribution maps, causal pathway analysis, and confidence scoring. Every prediction comes with contributing factors and similar historical experiments for validation.
When your team understands the reasoning, they don't just follow recommendations, they build upon them.
Parallel hypothesis testing, intelligent failure fast-tracking, and cumulative knowledge accumulation. Identify dead ends after 3 experiments instead of 30. Pursue 2x more projects with the same team.
Apply learnings across material families. A universal material library, cross-domain intelligence, and multi-scale integration ensure every experiment enriches the entire ecosystem.
Automated particle size distribution, morphology quantification, and porosity analysis. Analyze 10,000+ particles in 30 seconds vs. 2-3 hours manually measuring 50.
Upload papers, patents, and technical reports. PolyGPT extracts formulations, processing conditions, and performance data automatically. Literature review that took 2 weeks now takes 2 hours.
See how Polymerize Labs can transform your R&D pipeline in a live demo.
