Concepts

Run old and new tools in parallel for 2-4 weeks during migration — new data to new tool, old data from old tool, end only when daily needs are confirmed

When migrating tools, run both systems in parallel for 2-4 weeks with new data going to the new tool and old data accessed from the old tool, ending only when the parallel period confirms the new tool handles your daily needs.