A governed migration model
Moving data to a cloud platform requires explicit treatment of business keys, partitions, change indicators, reconciliation, access governance, operational monitoring, and downstream compatibility.
What matters in practice
- Preserve business semantics during platform change.
- Separate operational systems from analytical workloads without weakening controls.
- Design for cost visibility, ownership, and authorized access.
- Validate completeness, freshness, and restartability before declaring success.
Read the cloud modernization case study.