Yes, data migration can involve downtime, especially during the cutover phase when the transition from the old system to the new one takes place. It is crucial to plan the migration process carefully, scheduling it during periods of minimal business activity to minimize disruptions. Effective communication and proper expectation management can help mitigate the impact of downtime.