Evidence Trail and Dispute Handling Playbook

Support evidence trail helps teams reconstruct the basis for high-risk after-sales and platform dispute handling so they can review, prove, and improve.

1. Cases That Need Evidence

Retain evidence by default for:

• logistics delays, loss, refusal, return, and customs exceptions;
• refund, compensation, reshipment, return, and exchange promises;
• negative reviews, public complaints, and social media complaints;
• platform disputes, appeals, and evidence requests;
• high-value orders;
• multilingual communication or cross-market policy questions;
• cases supervisors request for review.

2. Evidence Fields

For each high-risk case, retain:

• original customer message and time;
• channel, store, language, and country;
• AI-detected intent, emotion, and risk level;
• referenced knowledge and version;
• order, logistics, refund, or dispute status;
• AI draft or action suggestion;
• human reviewer, approval result, and edits;
• final reply sent;
• key page screenshot or record;
• follow-up result and review conclusion.

3. Review Rules

Use review-before-send when:

• refund amount or compensation is involved;
• the customer threatens complaints, exposure, or platform appeal;
• logistics status conflicts with customer description;
• platform rules require additional evidence;
• AI cannot determine policy applicability;
• translation is uncertain or customer emotion is strong.

4. Evidence Quality Checks

Evidence should:

• prove the back-office status at the time;
• show which policy or knowledge was used;
• show who reviewed, edited, and sent;
• connect to final handling result;
• avoid unrelated sensitive information;
• follow the team's retention rules.

5. Dispute Review

After a dispute closes, review:

• whether missing knowledge caused the dispute;
• whether logistics, product, campaign, or platform rules caused it;
• whether the reply overpromised;
• whether human review was skipped;
• whether evidence supported the outcome;
• whether knowledge, wording, or workflow should be updated.

6. Operations Feedback

Feed review results back into:

• product descriptions;
• logistics and customs wording;
• return and refund policies;
• negative review handling scripts;
• review rules;
• support training samples;
• high-risk issue lists.

Evidence trail protects the team during disputes and improves the entire support system after disputes.