AMP32

Autonomous Supply-Chain Operating Loop

Run a governed observe, decide, act, and learn loop across assistant signals, action queue work, observability, automation policy, release gates, playbooks, and value outcomes. Execution stays approval-gated.

Step 1

Observe

Cluster cross-module signals and anomalies.

Step 2

Decide

Draft recovery or monitor decisions with evidence.

Step 3

Act

Propose review-only or controlled actions under policy.

Step 4

Learn

Capture feedback, shadow mismatches, and value patterns.

Signals

5

Policies

0

Shadow runs

0

Score

20

Mode

REVIEW_ONLY

Anomalies

1

Live Loop Preview

Score 20/100 · mode REVIEW_ONLY · decisions 2 · actions 1 · learnings 0 · shadow match 0%

Autonomous operating loop score is 20/100 in REVIEW_ONLY mode with 5 observed signals and 1 anomaly.

2 decisions, 1 proposed action, and 0 learning signals are ready for review.

Loop creation does not mutate source systems, execute automation, change policies, or bypass human approval.

Anomalies

CRITICAL release_gate

Decisions

sales_order: MONITOR_AND_LEARN; release_gate: ESCALATE_AND_PROPOSE_RECOVERY

Policy

Release gate is not passed.

Rollback

Keep autonomous loop in review-only mode when kill switch, release gate, or policy readiness blocks exist.; Pause or downgrade enabled automation policies before source-system execution.

Loop Iterations

No loop iterations yet.