Accelerate materials discovery.
Accelerate your R&D pipelines. Collapse months of traditional trial-and-error into a rapid automated campaign, gaining the optimized formulation and a full map of the search space.
Ecosystem-scale R&D
Speed-to-Data
Avoid large upfront CapEx. Partner with our automated platform to screen hundreds of material variations per week, keeping your focus on core product design.
Cost Reduction per Formulation
Standardized process automation and parallelized metrology lower the barrier to discovering and validating new thin-films and coatings.
Negative Space Mapped
We believe failure is a vital scientific step. A complete map of the search space boundaries helps you understand behavior limits and guides future research.
Collaborative IP Framework
We align our discovery platform with your product goals. Our split-IP agreements are designed to respect and secure your ownership while keeping general workflows open and collaborative.
Your Foreground IP
100% Client Owned- The specific, optimized composition of matter (e.g., the exact ternary alloy ratio or barrier layer recipe).
- Full patent rights to manufacture and commercialize the discovered material.
- Exclusive access to the finalized material performance report.
Our Background IP
Solbion Retained- Anonymized machine telemetry and baseline process curves.
- The 'negative space' failure data used to train our foundational models.
- The active learning algorithms and digital twin software architectures used during the campaign.
From Hypothesis to IP in Weeks
Parameter Definition
We establish the chemical boundaries and the precise target metrics (e.g., thermal expansion, electrical conductivity, sub-5nm uniformity).
High-Throughput Screening
Our automated platform executes rapid combinatorial spreads, synthesizing up to 500 physical variations per week.
Active Optimization
Closed-loop metrology feeds data back to the AI, which autonomously narrows the search field to zero in on the top 5% of candidates.
Data Handoff
You receive the physical recipe for the winning candidate and a machine-readable JSON dataset mapping the entire campaign for your internal ML teams.
Let's explore your material landscape.
Whether you are a deep-tech spinout scaleup or an established enterprise team, we can design high-throughput experiments to de-risk your development path together.
Book a Scoping Session