Having selected the key characterisation techniques, we addressed the largest bottleneck of the HT workflow -data processing and interpretation. In the initial HT workflow for organic cage screening reported by Greenaway et al., this was completed manually, and was solely reliant on the speed of the researcher and susceptible to human bias. Therefore, automated analysis focused on reducing human reliance, increasing the rate of interpretation to further streamline the overall workflow, and formatting data into a machine-readable format.