Data Platform
Data Migration Playbook
The Data Migration Playbook explains why traditional, code-heavy migration approaches no longer keep pace with today’s AI-driven, multi-cloud world—and how adopting automation, metadata intelligence, and well-structured migration architectures can dramatically improve outcomes.
Published: March 5, 2025
Read time: 12 minutesPages: 22 pagesLevel: Intermediate
What you'll learn
- Why legacy data pipelines, ETL workloads, and monolithic architectures struggle in cloud environments.
- A practical framework for evaluating cloud migration readiness across people, processes, and technology.
- How automation, AST-based parsing, and rule-driven refactoring drastically reduce migration effort and risk.
- Patterns for re-platforming warehouse, database, and analytical workloads to modern cloud data ecosystems.
- How to build a scalable, phased rollout plan for enterprise-wide data modernization.
Who should read this
- CTOs, CIOs, and Heads of Data & Analytics
- Enterprise Data Architects & Platform Owners
- Engineering Managers leading modernization programs
- Cloud migration teams and consulting partners
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