During the course of process development and manufacturing in the pharmaceutical and biotechnology industry a large amount of data is generated. As part of our expertise in PHARMA INFORMATICS™, we have analyzed thousands of pharmaceutical manufacturing batches records from multiple products over multiple years. Data entry and analysis has been performed for compliance and problem solving investigations.

Light Pharma's expertise includes:

• Analysis of Variances and Exceptions
• Data Consistency Evaluation
• Data Quality and Data Quantity Evaluation.
• Rapid Data Entry
• Systematic Structured Data Analysis
• Trend and Pattern Analysis
• Underlying Cause Analysis

Light Pharma has developed powerful proprietary pattern recognition and data mining techniques involving Artificial Neural Networks, Clustering, Discriminant Analysis and Principal Component Analysis that enable companies to extract the few key pieces of information from large volumes of data. A proprietary active learning methodology has been developed that allows companies to dramatically enhance the rate of data mining and knowledge extraction. These methodologies are integrated within Light Pharma's proprietary PHARMA INVESTIGATOR™ framework.