Beyond Raw SQL: Why ERP AI Needs Governance Layers

Direct SQL generation by AI against ERP databases offers compelling demos but creates serious production risks by bypassing user permissions, business semantics, and audit trails. ERP systems enforce complex governance rules—record boundaries, field visibility, workflow states—that raw SQL cannot inherently respect. The stronger approach is building semantic query layers that maintain governance while answering business questions safely.