Articular is a collaboration between The Glasgow School ofArt, Loughborough University and the University of Strathclyde to develop novel AI approaches for pharmaceutical manufacturing. The project is funded by a £2 million EPSRC Digital Manufacturing Award and supported by a £300k in-kind contribution from the below partners. Machine learning from development andmanufacturing data and models is used to address common pharmaceutical productdevelopment problems with SimVis developing novel XR interfaces intodigital twins of the complex pharmaceutical laboratories.