Our Case Studies
Manufacturing:
Lot / Batch - Tracking & Risk Monitoring
Situation
A leading Biogen company and another Chemical manufacturing company started experiencing bottlenecks in manufacturing and a lack of visibility into their batches, increasing the risk of failed lots. They were seeking to build a data solution to trace their lot life cycle so they could have complete visibility into the different components across multiple manufacturing sites. They also wanted to pilot/implement predictive capabilities to forecast lots committed timelines, to proactively rescue failed batches, adjust production and supply chain plans, and optimize resource allocation.
Solution
- An integrated data product/lake house across several manufacturing sites and sources, like Manufacturing and Lab execution, Lab information management, ERP etc., was created on a cloud infrastructure
- We partnered with them to define the data strategy and business case, develop information and functional analytics models, and establish governance framework to design appropriate controls
- Our data science capability piloted a few machine learning and simulation models to predict batch completion and release schedules
