AI Agents and Human Expertise: The Future of Data Migration

AI agents are transforming the way organizations approach data migration. They can profile millions of records in minutes, detect patterns humans miss, and accelerate rule creation dramatically. But the real power comes when AI works together with human experts who understand the nuances of SAP and Oracle data models. AI can generate suggestions, but it takes a seasoned specialist to validate business logic, resolve edge cases, and ensure transformations align with operational processes. This human-in-the-loop model eliminates errors early and improves confidence in every decision. Traditional SAP implementation partners often rely on generalists rather than data experts, which leads to inconsistencies, delays, and hidden rework. A specialized data migration firm brings deep functional and technical knowledge, ensuring that both AI and expert judgment deliver high-quality outcomes.