Which criteria matter most when evaluating marketing automation systems?
The nine architectural criteria are data model, pricing axis, API inclusion, audit log scope, egress documentation, services dependency, AI posture, SSO inclusion, and compliance evidence. These predict year-two outcomes better than feature matrices.