
Key Business Challenges
Dispersed operational metrics (KPIs, adherence, performance) across multiple systems made quick insight consolidation challenging.
Time spent consolidating batch insights delayed deviation identification and optimization
A unified interface was required to enable scenario simulation, site comparison, and scalable real-time supply chain decisions.
Solution Overview

A Generative AI solution, built on Amazon Bedrock, enabled users to ask natural-language questions and instantly access real-time insights pulled from multiple structured and unstructured data sources.
Deployed on Amazon EKS with integrations across Amazon RDS, Amazon S3, Amazon MSK, and API Gateway, the solution delivered high availability, secure data access, and a strong foundation for enterprise-wide scale.
Users gained a single view that combined batch information, performance metrics, historical documents, and visual analytics reducing dependency on traditional dashboards.

Business Outcomes & Impact
Teams can now retrieve batch-level information instantly, eliminating the need to navigate multiple systems and accelerating operational decision-making.
Simulation capabilities and real-time comparison across manufacturing sites are expected to unlock multi-million-dollar savings across production and supply chain operations.
The solution is now live across multiple regions and AWS accounts with built-in fault tolerance, supporting global expansion and future AI enhancements.
Setting the foundation for a smarter, bolder, and faster manufacturing future.
Accelerate manufacturing with Generative AI. Let’s build a Smarter. Bolder. Faster. future, together.



