Every other platform stops at recommendations. We orchestrate allocate → propose → approve → execute → verify across teams.
State-machine driven workflow. AI-generated exec summaries. Approver routing keyed by ($ threshold × service-tier). Full provenance of every decision.
Proposed action: Rightsize email-worker m5.2xlarge → m5.xlarge. Affected service: email-worker (tier 2 · internal). Projected monthly savings: $145.20. This action has been pre-validated by Safe Autonomy (Sub-system O) blast-radius scoring; it falls outside the auto-execute budget and requires human review. Recommended action: APPROVE if the affected service has a stable maintenance window in the next 7 days; otherwise DEFER. Risk on rollback: low (Safe Autonomy auto-rollbacks if any SLI degrades >2σ within the 60-min observation window).