Dependency mapping comes first
The most common migration failure isn't a technical one. It's discovering a dependency mid-cutover that nobody documented. Before sequencing any migration wave, map which services talk to which, including the ones only used by a scheduled batch job once a month.
Common service equivalents across providers
| Category | AWS | Azure | GCP |
|---|---|---|---|
| Compute | EC2 | Virtual Machines | Compute Engine |
| Object storage | S3 | Blob Storage | Cloud Storage |
| Managed Kubernetes | EKS | AKS | GKE |
| Relational database | RDS | Azure SQL / Database for PostgreSQL | Cloud SQL |
What to have answered before you plan a cutover date
- •What's the actual data transfer volume, and does your migration window realistically fit it?
- •Which workloads have hard dependencies that must migrate together, versus ones that can move independently?
- •What's the rollback path for each wave, and has it actually been tested, not just documented?
- •Are there compliance or data residency constraints that limit which regions or zones are viable targets?
- •What's the target architecture: are you replicating the current setup, or actually redesigning for the platform you're moving to?
Sequence by risk, not convenience
It's tempting to migrate the easiest workloads first to build momentum. That's usually backwards. Low-risk, low-dependency workloads are a fine warm-up, but the workloads with the most unknowns should move early enough that you still have time to adjust the plan, not last when there's no runway left to fix a bad assumption.
A phased migration with defined rollback points at each wave will almost always outperform a single ambitious cutover, not because it's more cautious, but because it gives you real data from wave one before you're committed on wave four.
Phase 01
Assess
Map dependencies, data volumes, and compliance constraints before sequencing anything.
Phase 02
Plan
Sequence waves by risk, define the target architecture, and write a rollback path for each wave.
Phase 03
Migrate wave 1
Move the highest-unknown workloads first, while there's still runway to adjust the plan.
Phase 04
Validate
Confirm the rollback path actually works and the wave behaves under real traffic before moving on.
Phase 05
Repeat and optimize
Apply what wave one taught you to each subsequent wave.
Related service
Cloud Migration
Phased migrations with rollback points at every wave, not a risky big-bang cutover.
View service →