
SQL workloads transitioned for cloud stability
Client: Analytics & BI platform provider | Solution: Structured migration to cloud services
Teams needed a predictable migration path
Rising analytical workloads strained the on-prem SQL footprint, creating performance inconsistencies and delays across reporting cycles. Scaling required long lead times, and custom BI connections made modernization difficult without a controlled plan.
Solution
Calsoft defined a phased migration approach that stabilized workloads, aligned dependencies, and prepared analytical systems for fully managed AWS services.
- Two-step migration from on-prem SQL to EC2 and RDS
- Controlled stabilization period between phases
- Updated BI connections for cloud-aligned reporting
- Structured replication using AWS DMS
These measures established a steady foundation for long-term modernization.
Business Value

Infrastructure scalability
Faster provisioning for analytical loads
Cost alignment
More predictable operating spend
BI performance stability
Smoother reporting during peak cycles
Migration repeatability
Clear pattern for future transitions

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