Ghost in the machine: What is automating your high-throughput processes?

R&D World
September 25, 2025

High-throughput labs are accelerating the production of purified plasmids, proteins, and antibodies for the development of biotherapeutics through automation. These high-throughput workflows integrate robotic systems such as liquid handlers and sterilization stations to streamline production and improve efficiency. As more biologics enter development, organizations must ensure their data infrastructure can support the scale and complexity of these modern methods.

This article explores the pivotal role of software in automating high-throughput data workflows to track, analyze, and manage the vast volumes of metadata and experimental results being generated. With an intelligent data infrastructure integrated into the discovery workflow, organizations can unlock the full potential of automation in high-throughput biopharma R&D.