Projects

Selected enterprise projects spanning cloud platforms, data systems, and large-scale transformations.

May 2003

Global Product Data MDM

  • Led the globalization of a successful regional Product MDM platform, transforming it into a centralized, enterprise-scale solution supporting multi-region operations and standardized data governance
  • Analyzed and mapped diverse regional workflows and business processes into a unified global application model, balancing standardization with necessary regional flexibility
  • Designed and implemented support for variant manufacturing bill of materials (BOM) lifecycles under a single global SKU, enabling region-specific production models within a consistent product framework
  • Conducted on-site engagement across multiple international regions to gather requirements, align stakeholders, and ensure accurate representation of local operational needs
  • Architected and delivered a secure, fault-tolerant system achieving “four-nines” (99.99%) availability, ensuring high reliability for mission-critical product and manufacturing workflows
Team: 25+
Regions: North America, Europe, Latin America, Asia-Pacific
Product MDMMaster Data ManagementData ModelingWorkflow MappingBusiness Process ModelingBOM (Bill of Materials)Global SKU ManagementEnterprise ArchitectureDistributed SystemsHigh AvailabilityFault ToleranceSystem ResilienceSecure Application DesignRole-Based Access ControlRBACRequirements GatheringStakeholder ManagementMulti-Region SystemsData GovernanceApplication Modernization

Overview

Expanded a regional Product Master Data Management (MDM) platform into a global, enterprise-grade solution capable of supporting diverse manufacturing, procurement, and product lifecycle processes across multiple regions. The initiative focused on unifying disparate regional practices into a centralized system while maintaining the flexibility required for localized operations and regulatory differences.

Challenge

Regional systems and processes varied significantly in terms of workflows, data models, and manufacturing practices, particularly around bill of materials (BOM) lifecycles. Aligning these differences into a single global platform required careful balance between standardization and regional autonomy. Additionally, the system needed to support global scale, ensure high availability, and meet stringent security and reliability requirements, all while coordinating input from geographically distributed stakeholders.

Approach

Led a comprehensive discovery effort, including travel to multiple regions, to capture detailed business requirements and operational nuances. Mapped regional workflows into a unified domain model, introducing configurable patterns to accommodate regional variations without fragmenting the core system. Designed support for multiple BOM lifecycle strategies under a shared global SKU construct. Architected the platform with a focus on high availability and resilience, implementing redundancy, fault tolerance, and secure access controls to meet enterprise standards.

Results

Delivered a globally unified MDM platform that enabled consistent product data governance while supporting regional manufacturing flexibility. Improved cross-region visibility and coordination, reducing duplication and inconsistencies in product data. Achieved 99.99% system availability, ensuring reliable operation for critical business processes. Established a scalable foundation for continued global expansion and operational alignment across the enterprise.