Project Description
Johnson & Johnson are already regular users of traditional statistical and data visualization tools.
They wanted to also place multivariate analysis tools at the fingertips of their team and came to ProSensus for help.
Project Details
Client:Johnson & Johnson
Industry:Pharmaceutical
Expertise:Multivariate Analysis
Prepared By:Jamal Alli
The Challenge
It can be challenging to adopt new methods for data analysis, monitoring and control. It can be even more challenging if this means that many people need to be trained in new software tools.
ProSensus helped Johnson & Johnson meet this challenge by integrating multivariate analysis tools into an in-house data visualization and analysis software package that users were already familiar with.
The Results
The integration of ProSensus’ state-of-the-art multivariate calculation tools into Johnson & Johnson’s existing in-house software provided many benefits, including:
- Combines benefits of existing software (for data acquisition, user interaction and data visualization) with state-of-the-art multivariate data analysis.
- Minimizes the hurdle for users to add multivariate analysis to their existing data analysis workflow as it is embedded in an environment they are familiar with.
- The analysis results are compatible with both the ProSensus multivariate analysis software suite and the Johnson and Johnson enterprise data architecture.
References
- M. Mordeca, M-J. Bruwer, J.F. MacGregor (ProSensus), A. Skalkin, A. Fermier, S. Mehrman, J. Cunningham, V. Lobanov, T. Murphy, W. Cedeno, G. Schaefer (Janssen Pharmaceuticals), “Developing an Integrated Data Management and Multivariate Analysis Toolset for Scientists and Engineers,” Presented at IFPAC-2013, Baltimore, USA, January 2013. (Slides available from ProSensus on request.)
Several of ProSensus' recent custom machine vision installations in the foods industry have included both color and thermal cameras. The digital images obtained from this combination of cameras provide numerous measurements that can be used to accomplish a variety of goals.
Since 2004, ProSensus has been providing multivariate analysis (MVA) consulting for a variety of applications, including rapid product development. Our clients get ahead of the competition by arriving at product development targets faster.
Batch processes play key roles in many industries including pharmaceutical, polymer, specialty chemicals and food. Multivariate methods are an effective way to troubleshoot their costly operating issues. ProSensus helps users effectively troubleshoot batch data.
