LabX allows for seamless electronic data capture from a variety of benchtop instruments: UV-Vis, titrators, balances, pH meters, and melting point apparatus. It supports compliance workflows and connects data to lab software like ELN or LIMS.

Open, Cloud-native platforms like the TDP allow data integration from all instrumentation supported by LabX. Harmonized data thus obtained allows data science pipelines to construct visualizations in Tableau or Spotfire which capture sample-level properties - mp, UV spectra, mass - and combine them with other experimental techniques. This influences SAR tables, PK calculations, and stability predictions, among others.