As factory automation advances and the labour market changes, there are new pressures put on factory and manufacturing organisations to increase flexibility, reduce risks, and improve margins. This has gained world-wide attention with the COVID-19 pandemic. The world watched as manufacturing transformed to meet changing demands. And automation professionals are looking for better ways to adapt their factories to address these challenges in similar situations in the future.