Imagine this scenario: Your team decides to migrate a core application from an existing commercial database like Oracle or SQL Server to open source PostgreSQL or a fully managed service such as AlloyDB for PostgreSQL . The initial phase goes smoothly. Schemas convert, tables populate, and data migration pipelines transfer terabytes of data in hours.