The platform is modular: an integrated ELN and LIMS sit alongside product lifecycle management, a quality control LIMS, a quality management system, and reporting and visualization tools. Pharmaceutical and biotech users apply it to small molecule work such as correlation analysis on tablet formulations to find the inputs driving dissolution and stability, biologics tasks including cell line development tracked across passages, media component projection, bioprocess scale-up and downstream separation comparisons, and cell and gene therapy needs like viral line genealogy or searching qPCR data by engineered plasmid construct. SnapGene files can be embedded directly in experimental parameters. Design of experiments, high-throughput screening triage, lab request routing, sample tracking across multiple sites, and lot-level inventory run in the same system. Compliance features address SOC 2, ISO 27001, FDA 21 CFR Part 11 and GMP requirements, with audit trails, electronic signatures, full lot traceability and shelf-life management. Users range from Dow and Syngenta to St. Jude Children's Research Hospital.

