Accelerating material discovery through collaborative automation.
Solbion is a collaborative platform for automated materials discovery. We link experimental hardware with shared active learning loops to help research teams explore multi-dimensional search spaces together.
The 10-Year Bottleneck
Every breakthrough in clean energy, semiconductors, and catalysis depends on discovering the right materials. Traditional sequential trial-and-error is slow and isolates researchers. Solbion accelerates this process by introducing open active learning loops and automated feedback, transforming materials screening into a shared, digital roadmap.
Choose Your Interface
1. System Integration
Bring autonomy to your own facility. We retrofit legacy and commoditized OEM thin-film deposition and spark ablation hardware with custom mechatronics, inline metrology, and our open-architecture Python orchestration layer.
2. Lab-as-a-Service (LaaS)
Rent our centralized high-throughput discovery engine. Define your performance metrics—such as sub-5nm semiconductor layers or non-PGM catalysts—and let our active learning loops screen up to 500 alloy combinations a week.
3. Data Consortium
Fuel your internal machine learning architectures with physical reality. Subscribe to a continuous, cleanly formatted stream of standardized metadata, mapping both highly optimized material recipes and valuable synthesis failures.
The Split-IP Framework
We design discovery as a collaborative partnership, protecting your proprietary breakthroughs while enriching the open materials database. You own the specific material formulations; we share the optimization models that help you find them faster.
Your Foreground IP
The customer completely owns, patents, and controls the specific, optimized composition of matter discovered during their campaign.
Our Background Telemetry
Solbion retains anonymized machine metadata, failure logs, and baseline process curves to continuously update the core orchestration brain.
Explore the materials landscape together.
Bring speed and transparency to your materials development. Let's design custom automated setups, run high-throughput campaigns, or share standardized datasets to move clean science forward.
Book a Scoping Session