genome classification workflows, and automated processing of microscopy images and video. Mayne Bio Analytics also offers data engineering, automation of data acquisition and processing using languages such as R, Python, Bash, Matlab and Scala, and statistical programming for complex experimental datasets. The company applies machine learning and deep learning methods to large biological and imaging datasets to support tasks such as clustering, object detection and time series analysis. It additionally undertakes bespoke scientific software projects, including interactive APIs, containerised tools and custom research applications, and contributes to manuscript-ready analysis and modelling for academic and industrial clients.