By 2018, Libercus had evolved into a shared publishing platform powering 21 newspaper publications across five independent media organizations. Supporting multiple customers on a common platform increased the importance of scalability, reliability, and operational efficiency.
The existing Microsoft SQL Server architecture had become increasingly costly to operate and constrained future platform growth. Rather than executing a simple database migration, we led a strategic modernization initiative to transition the platform to MySQL—reducing licensing costs, simplifying infrastructure, and establishing a scalable foundation for future product innovation.
Key Challenges
Rising Microsoft SQL Server licensing costs increased operating expenses across every customer deployment.
Multiple newspaper implementations required careful planning to avoid disrupting active publishing operations.
Millions of production records had to be migrated with zero data loss and minimal downtime.
Hundreds of application queries and integrations required modernization for MySQL compatibility.
Cross-functional coordination was required across engineering, QA, infrastructure, product, and the Libercus vendor.
The rollout needed to preserve business continuity while creating a scalable foundation for future platform growth.
The database modernization initiative was designed to achieve several strategic business outcomes that extended beyond replacing the underlying database technology. The focus was on reducing operational costs, improving platform scalability, and creating a stronger foundation for future product innovation across every customer deployment.
Primary Objectives
Reduce enterprise infrastructure costs by eliminating Microsoft SQL Server licensing across customer deployments.
Simplify platform architecture by standardizing on an open-source database platform.
Improve scalability to support additional newspaper organizations without increasing platform complexity.
Reduce operational risk through a phased migration strategy with comprehensive testing and rollout planning.
Accelerate future product development by modernizing the underlying platform architecture.
Improve deployment consistency across all customer environments.
Create a foundation for future modernization initiatives, including cloud infrastructure, performance optimization, and new product capabilities.
Improve customer experience by increasing platform stability, reliability, and long-term maintainability.
Rather than treating the effort as a one-time database replacement, we developed a phased platform modernization strategy that balanced technical risk, business continuity, and long-term scalability.
The roadmap was organized into coordinated workstreams that progressed in parallel, allowing development, testing, and infrastructure planning to advance simultaneously while reducing implementation risk.
Development environment modernization
Database schema conversion
Application code refactoring
Query modernization
ETL migration development
Quality Assurance & Integration Testing
Customer User Acceptance Testing (UAT)
High Availability & Disaster Recovery Planning
This phased delivery model reduced implementation risk by validating each workstream before production deployment, ensuring a stable migration across multiple customer environments.
Key Roadmap Highlights
Sequenced workstreams to minimize operational risk while supporting active newspaper operations.
Coordinated engineering, infrastructure, QA, product management, and Libercus vendor deliverables.
Validated each migration phase through internal QA followed by customer-specific UAT.
Executed staggered customer deployments to reduce rollout risk and quickly incorporate lessons learned.
Established a repeatable rollout framework used across 21 newspaper publications spanning five media organizations.
Successful delivery required close collaboration across engineering, infrastructure, product management, QA, customer support, and the Libercus engineering team. Because the platform served multiple newspaper organizations simultaneously, every technical decision had to balance customer requirements, release timelines, and operational stability.
Throughout the project, I led cross-functional planning sessions, coordinated issue triage, prioritized customer-specific requirements, managed release readiness reviews, and aligned deployment activities across internal teams and external vendors to ensure each rollout remained on schedule.
Major execution workstreams included:
SQL Server to MySQL database migration
Database schema conversion and validation
Application query modernization
ETL migration development
Customer-specific implementation updates
QA and Customer UAT coordination
High Availability and Disaster Recovery planning
Production deployment and rollout coordination
This coordinated delivery approach enabled multiple technical workstreams to progress in parallel while reducing deployment risk and minimizing disruption across 21 newspaper publications.
Throughout the modernization initiative, I made several strategic product decisions that balanced customer impact, technical complexity, implementation risk, and long-term platform goals. These decisions reduced rollout risk while creating a scalable foundation for future enhancements.
The SQL Server to MySQL modernization established a scalable foundation that enabled the Libercus platform to continue growing while reducing long-term operational costs. Beyond the technical migration, the initiative improved deployment flexibility, simplified infrastructure management, and created a modern architecture capable of supporting additional newspaper organizations and future product enhancements.
Enterprise modernization projects are as much about leadership and execution as they are about technology. This initiative reinforced several principles that continue to shape how I approach product management today.
As Product Manager, I owned the strategy, planning, and cross-functional delivery of the enterprise database modernization initiative, aligning engineering, infrastructure, QA, and customer stakeholders while balancing business priorities, technical complexity, and release risk across 21 newspaper publications.
Scope of Ownership
21 newspaper publications
5 phased customer rollouts
Enterprise platform modernization
End-to-end product lifecycle
This project reflects the type of product leadership I bring to enterprise software organizations: translating complex technical initiatives into customer-focused product strategies, aligning cross-functional teams, and delivering scalable solutions that create long-term business value.
From roadmap planning and stakeholder alignment to phased deployments and customer adoption, this project highlights my ability to lead enterprise modernization efforts while balancing delivery risk, platform evolution, and customer success.