Differential Bio

Differential Bio offers a virtual scale-up platform for bioprocess optimization. Its robotic lab runs closed-loop experiments combining liquid handling, fermentation and measurements, and its AI models predict outcomes such as biomass growth or protein expression from that wet-lab data. Users run virtual fermentation experiments through a web-based platform.

The website describes two ways to engage: Differential Bio can generate data on a customer's proprietary strain under IP protection, or the customer can supply its own data or historical data for modeling. The target customers are R&D teams working on microbial bioprocesses, and the site presents the offering as an optimization service combined with platform access; pricing is not stated.

The company's website lists Munich as the location of its open roles, and names Christian Spier as CEO and co-founder and Martin Patz as CTO and co-founder. The site cites a 3x R&D cost reduction and four weeks for an optimized bioprocess as results. Founding year and funding are not stated. Current openings are a microbiology research working student, a senior scientist for upstream fermentation R&D, and an automation engineer for the wet lab.

Product: Virtual scale-up platform: in-silico fermentation models built from robotic lab data, accessed through a web platform for virtual bioprocess experiments.