The Control Layer
for Life Science
The intelligence layer for biological and chemical processes.
Built for the infrastructure you already have.
The Difference
Speed up process development
Process development in a fraction of the time. Your team focuses on decisions, not debugging.
Applications
One platform, many workflows
Our platform works with standard laboratory automation hardware and adapts to your specific experimental workflow.
Assay Development
Find the right conditions faster. Optimize reagents, protocols, and parameters in fewer iterations.
Assay Development
Define your target readout and constraints. Active Learning designs the next set of experiments, learns from results, and iterates until your assay performs. Works with plate readers, liquid handlers, and imaging systems. Typical campaigns converge in 5x fewer iterations than Design of Experiments (DoE).
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Biomanufacturing
Fewer failed batches, less experimental runs to find optimal conditions.
Biomanufacturing
Track critical process parameters across batches and scale from bench to production. Predict deviations before they impact yield. Connects to continuous sensor readouts, downstream measurements like mass spec, and adapts the process automatically. Compatible with standard bioreactors and industrial control infrastructure.
Cell Culture
Protocol development for stem cell differentiation and adaptive culture processes.
Cell Culture
Set your growth and reproducibility targets. Handle multi-objective trade-offs between growth, viability, and yield. Identify root causes of unexpected outcomes through causal attribution analysis. Integrates with plate-based or suspension culture systems.
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Built by the team that bridges
AI, Robotics and Life Science
Experts in Bayesian optimization, lab automation, and bioengineering. From TU Munich, Helmholtz Institute and Harvard Medical School.Building the control layer for next generation life science infrastructure.