Shopify Returns & Exchange Automation: Cutting Reverse Logistics Costs
Automate return eligibility checks, size exchanges, and reverse pickup scheduling without human back-and-forth.
Logistics Team
Reverse Logistics, xFlow
The Operational Friction in E-Commerce Returns
In fashion and footwear, return rates often exceed 20%. Manual returns handling requires endless customer emails: asking for photos, checking delivery dates, verifying return policy eligibility, and manually booking reverse pickups.
An AI returns agent automates the entire qualification pipeline: checking order delivery timestamps against your 7-day policy window, querying stock for requested replacement sizes, and generating reverse pickup AWBs.
Frequently Asked Questions
Q: Can the agent incentivize exchanges over refunds? A: Yes. The agent can offer an additional ₹100 store credit bonus if the shopper chooses a size exchange rather than an original payment refund.
Logistics Team
Reverse Logistics, xFlow
Specializing in custom LLM pipelines, RAG context retrieval, and enterprise compliance architecture for xFlow clients worldwide.
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