Shopify order triage

Quick answer

Use this when order issues slow down fulfillment. Classify into clear lanes, act fast, and prevent repeat causes.

What to do now

1. Pull all current order exceptions.
2. Classify into 3 lanes: auto-safe, review, escalate.
3. Execute fixes or decision cards.
4. Record cause and add guardrail.

Good vs bad use

• Good: order issues are blocking daily ops.
• Bad: root problem is inventory or automation design.

Execution loop

1. Detect issues.
2. Classify lanes.
3. Act per lane.
4. Record outcomes.
5. Prevent repeats.

Success checkpoint

Backlog stable, triage time reduced, repeat causes trending down.

Next step

If issues repeat → go to order automation route.