Instem

Instem (Matrix Gemini / Life Science Software radiopharmacy LIMS) — Hospital radiopharmacy source-of-record data with end-to-end traceability from order through production to shipping: inventory held under expiry control, dose calibrator check records, generator elution records, QC test results, enforced standard workflows and checklists, label generation (with or without barcode), single-dose and bulk-to-dose production workflows, and shipping documents for delivery to the point of use. Configurable per facility, so the schema itself varies by site.. Mid-size life-science software group: ~53…

Instem offers (Alternative, Reference, Fundamental) — ~10^5-10^6 QC, elution, inventory and production records lifetime (inferred: 30-100 laboratories each generating daily calibrator checks, elution records, QC results and multiple production/shipment records per day over a multi-decade product lineage inherited from Life Science Software; no published counts).

Generator elution-yield modelling and decay/regrowth curve fitting across many generators and sites (a rare physical-process ground-truth series where the expected value is calculable from decay physics, making it unusually clean for anomaly and sensor-drift detection); dose-calibrator drift and predictive-maintenance models; procedural-adherence modelling from checklist completion versus omission — a safety-science dataset on human-in-the-loop compliance in a high-risk setting; radiopharmacy expiry-waste reduction models; workflow-standardisation analysis comparing how configurable instances of the same standard process diverge between hospitals; and, given the parent's existing predictive-toxicology and clinical-trial-analytics lines, potential linkage of radiopharmacy QC data into in-silico safety and exposure models.

The data is with 20 years of history.

Coverage spans US, UK, Other, Japan; Life Sciences Tools & Services, Application Software; alternative, reference, fundamental; equities.