Differential Dynamics

Differential Bio is a Munich-based biotechnology company specializing in the optimization of microbial fermentation and bioprocesses through a combination of robotic lab automation and artificial intelligence. The company's core offering is a Virtual Scale-up Platform that utilizes AI-driven digital twins to simulate microbial behavior under a wide spectrum of industrial conditions, significantly reducing the time and cost associated with traditional wet-lab experimentation. By mimicking large-scale stress factors in a microliter-scale environment, Differential Bio enables bio-manufacturers to predict optimal growth conditions and key performance indicators (KPIs) with high accuracy. The company aims to become a standard for in silico bioprocess optimization, supporting the bioeconomy from early-stage R&D through to large-scale production.