Key Takeaways Agentic AI moves beyond analysis into autonomous action, meaning errors in master data trigger real operational, financial, and compliance consequences. Clean, governed master data isn’t a prerequisite you achieve all at once. It’s a targeted, initiative-by-initiative foundation you build strategically to enable specific AI workflows.