AI Returns Support for Ecommerce

Who this is for

This page is for ecommerce support teams that manually triage return eligibility, refund timelines, and exchange requests — and want AI to handle routine cases with human escalation for exceptions.

Ecommerce stores with defined return policies and high return volume
Support teams answering eligibility and timeline questions daily
Teams with refund-status API endpoints for live workflow automation
Operations teams that need ticket tracking for escalated return cases

Common return questions your team answers daily

Am I eligible for a return?
How long is the return window?
How do I start a return?
When will I get my refund?
Can I exchange instead of refund?
Do I pay return shipping?

Two-layer resolution

Knowledge base layer

Return policy, restocking fees, shipping label instructions, exchange windows, and product-specific exceptions — answered instantly from your docs.

Workflow layer

Initiate return requests, check refund status, and verify order eligibility via API actions when your backend supports it.

Returns agent example

A dedicated returns agent handles eligibility questions from your KB, triggers refund-status API calls when configured, and opens a ticket for human review on edge cases.

Questions: eligibility, timeline, exchange options
Actions: apply policy, check refund status, create return ticket
Escalation: damaged goods, partial refunds, policy exceptions

Human handoff for edge cases

Returns are where automation needs guardrails. Zynli escalates damaged goods claims, disputed charges, and policy exceptions to human agents with the full chat thread and order context — no customer repetition.

Ticketing for return cases

Escalated returns become numbered tickets on your kanban board. Agents assign queues, add internal notes, and customers track progress via a magic-link portal — all linked to the original chat conversation.

Setup guide

Upload or crawl your return policy, FAQ, and shipping label instructions
Configure a Returns agent with example questions and escalation rules
Optionally connect refund-status and return-initiation API endpoints
Test flows before publishing to your live widget

Support workflows you can automate

Configure AI support for orders, shipping, returns, billing, and product questions — grounded in your knowledge base and connected to your APIs.

Returns Agent

Return eligibility, refund status, and exchange requests.

Example questions

· How do I return this item?
· When will I get my refund?
· Can I exchange for a different size?

Example actions

· Apply return policy from KB
· Check refund status via API
· Open return ticket for review

AI resolves most issues. Agents handle the rest.

When automation can't resolve an issue — damaged goods, billing disputes, or policy exceptions — escalate to a human agent with full thread history and optional ticket creation.

Low-confidence answers trigger handoff automatically
Agents see chat history, citations, and workflow run logs
Escalations become numbered tickets on your kanban board
Customers track progress via magic-link portal

Visitor

My package arrived damaged. I need a replacement.

AI workflow

Connecting you with an agent — your order details and photos are included.

Human agent

Replacement arranged. Ticket created for tracking.

Frequently asked questions

Can Zynli support returns, billing, or shipping questions?

Yes. Zynli has dedicated workflows for returns, shipping, billing, and order status. Returns questions use your knowledge base for policy and optional API actions for refund status checks.

What happens when the AI cannot answer?

Damaged goods, disputed charges, partial refunds, and policy exceptions escalate to human agents with the full chat thread and order context. Escalations can auto-create numbered tickets on your kanban board.

Can Zynli integrate with Loop, Returnly, or other return platforms?

Not natively. You can connect any REST API via Actions & Flows if your return platform exposes endpoints for status checks or return initiation.

Will the AI approve returns automatically?

Zynli applies your documented policy and can trigger API workflows. Final approval for exceptions should route to human agents — configure escalation rules accordingly.

How does ticketing work for returns?

Escalations from chat auto-create numbered tickets on your kanban board, linked to the full conversation thread.

Does Zynli replace human support for returns?

No. Zynli automates routine eligibility and timeline questions. Human agents handle damaged goods, disputes, and policy exceptions with full context passed on escalation.

See how Zynli automates your support

Train AI on your knowledge base, connect your APIs, and resolve order, shipping, billing, and return issues in chat.

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