Data Migration Framework: Removing the Tech Debt, by Krupesh Desai
Are you prepared for the inevitable?
Operational Continuity
Compliance Adherence
Evaluate Your Options
Questions to Ask
Master Data
Transactional Data
Migrate the Master Data First
Compliance Adherence
Questions to Ask
We, the People
Awesome Technology
The Right Mix of People and Technology
Mind the Metadata
Questions to Ask
What is an Iteration?
Mapping = Business Rules
Questions to Ask
Fit-for-Migration = Good Quality
Continuous Monitoring
Questions to Ask
System Integration
Data Extraction
Questions to Ask
Measure, Communicate, and Iterate
Questions to Ask
Data Unit Testing
Data Integrity Testing
Functional Testing
Questions to Ask
The Most Critical Step
The Deployment RACI Checklist
Several Checkpoints—Go or No-Go
Questions to Ask
Active Monitoring
Data Archival
Backfill Paper Trails
Supporting Business Users
Questions to Ask
Opportunity – The Tech-Debt Remover Project
Data as an Asset
Data Driven Culture
Data Governance
Question to Ask
What’s Next for Data Migration?
Every enterprise system in use today will eventually become a legacy system. When that moment arrives, the difference between a smooth transition and a catastrophic failure is having a well-defined data migration strategy.
This book is not about just moving data from Point A to Point B. It’s about understanding why legacy system decommissioning is a high-stakes business transformation, not just an IT project. Based on a decade of hands-on experience, real-world case studies, and industry best practices, this book provides a proven 10-component framework to help executives, project managers, and technical teams confidently navigate the complexities of data migration.
Inside, you’ll learn:
Written in a clear, practical, and experience-driven style, this book delivers actionable insights drawn from real-world data migration projects. Whether you’re an executive making strategic decisions or a technical leader responsible for execution, this guide will help you navigate your next data migration project with clarity, control, and confidence.
Don’t let your legacy system dictate your future. Be prepared. Migrate smart.
Krupesh Desai is a Certified Data Management Professional (CDMP) Associate, passionate about creating value by solving data-intensive problems. Currently serving as a Data Governance Technical Specialist, Krupesh brings over a decade of experience tackling complex data management challenges across various industries. He commenced as a software engineer working on database recovery and replication solutions, evolving into leadership and consulting roles in data migration, integration, and business intelligence.
Krupesh has successfully led multiple legacy decommissioning projects in the public health sector in New Zealand, delivering robust data migration, integration, and analytics solutions. As a BI Development Lead, Senior BI Consultant, and Data Architect, he has deployed cutting-edge tools and platforms for data warehousing automation, data visualization, and cloud data platforms to drive enterprise-wide transformation. Krupesh is a lifelong learner who believes in simplifying the language of data for decision makers. His research and writing focus on practical ways for effective data strategies.
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