Decide by lifecycle and payoff. Rehost stable Windows apps to cut data center costs quickly. Replatform databases for managed reliability and backups. Refactor hotspots that block releases or scalability. Document trade‑offs and revisit after telemetry arrives. The healthiest portfolios mix all three, aligning financial reality with engineering capacity, instead of chasing elegance that never ships on time.
Select a workload with clear boundaries, real users, and measurable outcomes. Prove identity integration, network paths, monitoring, and rollback. Capture lessons in runbooks and templates. A regional nonprofit migrated its donation form first, validating payment tokenization and uptime under campaign spikes, then reused the blueprint across five services, transforming uncertainty into a repeatable, confidence‑building operating rhythm.