Data management, visualization, and analytics software
Continued Process Verification (CPV) --
Prediction of data distribution
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Automatic capability analysis (Cpk and Ppk calculations)
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Monitoring CPP, KPP, and MP parameters against set limits
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Control limit management
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Automatic calculation of statistical trend rule violation
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CPV reporting
Reporting --
Process summary reports
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Annual product quality review (APQR) reports
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Manufacturing campaign reports
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Batch summary and run excursion reports
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Plant equipment utilization report
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Ad hoc reports in support of root cause analysis
Data analytics & visualization--
Lot Tree View – provides information about the inputs and ingredients (e.g., raw materials, product intermediates) for each stage and process of a batch; if you have trouble with a batch, you can see if there were issues with other batches with the same media or input lots
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Timelines – gives a holistic view of all batches that ran within a selected time period
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Profile Overlay – time series data can be viewed in a profile overlay (e.g., VCD readings over 12 days); compare time profiles of multiple batches for one or more parameters
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Control Charts – give insights into batch-to-batch variability or can be used as part of CPV
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Relate Parameters – visualizations to study bivariate and multivariate relationships between different batch parameters
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PCA (Principal Component Analysis) – enables quick identification of outlier batches within hundreds of CPPs and CQAs and helps determine which process attributes are contributing to process variability
Machine Data Analytics and Visualizations Supply --
Live plant, machine, or batch status
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Overall equipment efficiency estimations
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Overlay current and historical batch profiles for comparison and benchmarking
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Correlate streaming parameters. Align multiple batch events to compare and troubleshoot batch differences
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Search historical time series data for matching anomaly.