In pharmaceutical manufacturing, unit operations are typically carried out in batches. The trajectory of these batches from initiation to completion can be summarized into a multivariate signature, or fingerprint, using SIMCA-P+. Comparison with this historical fingerprint provides quality assurance of new batches and indicates the state of the process. These batch models may be executed in real-time using our SIMCA-Batch On-line (SBOL) software, with diagnostic tools for identifying the root-cause of problems as they occur.

The Umetrics PAT Suite is a unique solution for implementing PAT at all levels. Off-line software MODDE and SIMCA-P+ are complemented by our on-line products SIMCA-4000 and SIMCA-Batch On-Line for an exclusive overall package.