A predictive and standardized high-throughput culturing platform for reproducibly growing diverse and difficult-to-culture microbes in the lab. This allows laboratory study of these microbes and accelerates their use in basic science and industrial applications.

Robotic systems to discover and optimize recombinant DNA delivery methods with a library of molecular parts (promoters, replicons, transposons, resistance markers) that can be combinatorially screened in a single experiment. This enables genetic engineering of non-model microbes in weeks rather than years.

A digital resource that indexes experimentally actionable information (i.e. strain availability, images, protocols, and molecular parts) for 170,000+ bacteria, fungi, archaea, and protists into one accessible portal. This platform accelerates the engineering of non-model organisms by aggregating both information from disparate databases and practical experimental techniques into actionable insights.

Integration of foundation models with robotic lab infrastructure to synthesize published knowledge, assist hypothesis generation, and automate laboratory experimentation. This capability searches a large experimental parameter space to discover and improve enabling methods with high reproducibility and throughput.