Placement-only approach
Expert matching ends at placement — no structured review loop follows
Quality depends on self-reported credentials, not program-defined validation
No compliance export or audit trail attached to expert contributions
Regression prevention requires separate tooling outside the platform
AuraOne way
Expert contributions route through program-defined quality gates automatically
Reviewer scoring and certification records attach to each expert session
Compliance evidence exports with every approved work item
Regression Bank blocks re-emergence of known failures across experts