Capacity-only approach
Expert capacity arrives without a review loop built in
Output quality depends on vendor-managed grading, not program-defined gates
No deployment guardrails to block regressions before they ship
Compliance export requires separate tooling outside the workflow
AuraOne way
Capacity routes through program-defined quality gates
Reviewer scoring and evidence attach to every decision automatically
Deploy Guards block regressions at the release boundary
Evidence packs export in auditable formats from the same system