Messy, incomplete data breaks agentic workflows.
Duplicate accounts, wrong entities, mislabeled lifecycle stages, and unvalidated contacts cause agents to misfire. Clean CRM data is now the prerequisite for AI-native workflows, not an optional cleanup task.