Matrix Biotech provides automated wet-lab hardware and data analytics to biotech and pharma companies optimising protein stability, aggregation, and shelf life during manufacturing scale-up. The system runs 96-well experiments in parallel and learns optimal buffer, temperature, and pH ranges via Bayesian inference. Syndicated pilots with three major Australian contract manufacturers.