Why the smartest AI strategy builds on what you already have

The argument reflects a growing architecture pattern: retain transactional systems of record while adding a planning and decision layer that can use AI to shorten scenario and response cycles. The design question is not whether AI sits above ERP, but whether the new layer remains synchronized with the constraints and state that execution systems own.