AI-Driven Manufacturing Decisions Deliver Multi-Million Dollar Savings

Unlocking Real-Time Visibility Across Global Manufacturing Operations

A global biopharmaceutical leader operating across 80+ countries sought to improve visibility and decision speed across its complex manufacturing network. With data spread across multiple systems, teams lacked a unified operational view, slowing critical decisions. By adopting AWS Generative AI, the organization streamlined access to manufacturing intelligence, enabling faster, proactive, and more cost-efficient decision-making.

Share
February 23, 2026
5 minute read

Key Business Challenges

1. Fragmented and Siloed Manufacturing Data


Dispersed operational metrics (KPIs, adherence, performance) across multiple systems made quick insight consolidation challenging.

2. Slow, Manual Insight Generation

Time spent consolidating batch insights delayed deviation identification and optimization

3. Limited Decision Agility Across Sites

A unified interface was required to enable scenario simulation, site comparison, and scalable real-time supply chain decisions.

Solution Overview

1. Conversational, AI-Powered Manufacturing Intelligence

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.

2. Scalable, Production-Ready Architecture on AWS

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.

3. Unified Interface for Batch, Operational, and Analytics Data

Users gained a single view that combined batch information, performance metrics, historical documents, and visual analytics reducing dependency on traditional dashboards.

Business Outcomes & Impact

1. Faster Time-to-Insight

Teams can now retrieve batch-level information instantly, eliminating the need to navigate multiple systems and accelerating operational decision-making.

2. Significant Cost and Efficiency Gains

Simulation capabilities and real-time comparison across manufacturing sites are expected to unlock multi-million-dollar savings across production and supply chain operations.

3. Enterprise-Grade Scalability and Reliability

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.

Contact Us

Unlocking Real-Time Visibility Across Global Manufacturing Operations

AI-Driven Manufacturing Decisions Deliver Multi-Million Dollar Savings

How Altimetrik Helped a Global Biopharma Company Accelerate Manufacturing Decisions with AWS Generative AI.
February 23, 2026
5 minute read

A global biopharmaceutical leader operating across 80+ countries sought to improve visibility and decision speed across its complex manufacturing network. With data spread across multiple systems, teams lacked a unified operational view, slowing critical decisions. By adopting AWS Generative AI, the organization streamlined access to manufacturing intelligence, enabling faster, proactive, and more cost-efficient decision-making.

Key Business Challenges

1. Fragmented and Siloed Manufacturing Data


Dispersed operational metrics (KPIs, adherence, performance) across multiple systems made quick insight consolidation challenging.

2. Slow, Manual Insight Generation

Time spent consolidating batch insights delayed deviation identification and optimization

3. Limited Decision Agility Across Sites

A unified interface was required to enable scenario simulation, site comparison, and scalable real-time supply chain decisions.

Accelerate your digital evolution

FAQs

Altimetrik delivers secure, scalable, and AI-powered cloud engineering solutions that modernize legacy systems, improve cloud security, and accelerate innovation. Our integrated approach combines GenAI, automation, and cloud-native practices - driving faster, smarter transformation across the enterprise.

No items found.

Vision to Value-
let's make it happen!