How AI Agents Reduce Risk in SAP and Oracle Data Migration

Data migration risk comes from the unknown—hidden duplicates, missing values, mismatched codes, and unexpected patterns that break during load testing. AI agents excel at detecting these issues early. They continuously scan datasets, rank potential quality risks, and highlight outliers before they impact the project timeline. Combined with expert human reviewers, this creates a powerful safety mechanism for mid-sized enterprises modernizing their systems. Instead of discovering data problems late in UAT, organizations gain transparency from the start. Specialized migration partners using AI-driven tools provide a level of visibility and risk reduction that generalist implementation partners cannot match.