E-commerce & Retail · Customer Operations
Order questions, answered.
How do we resolve order questions without growing the support team?
Short answer
Resolve the post-purchase questions end to end — status, address changes, returns initiation, refunds inside policy — by connecting to live order state. These account for the majority of retail support volume and almost all of it requires reading and writing to systems, which is exactly what a chatbot cannot do.
The situation
A concrete version of this.
A retailer whose support volume rises in direct proportion to order volume, with a predictable question mix.
- Where is my order, can I change the address, can I return this
- Each requires an agent to open the order management system
- First response runs to hours, generating chase contacts
- Weekend volume accumulates into a Monday backlog
Why it matters
Support cost scales linearly with growth, which means the operation has no leverage in it and every good month makes the problem worse.
What gets built
Three things, in this order.
- 01
Live order resolution
Identify the customer and order, return real status, and perform the change where policy allows — not describe how to request it.
- 02
Policy enforced as rules
Returns windows, refund thresholds and consumer-rights obligations implemented as system rules rather than left to a model's interpretation.
- 03
Weekly gap reporting
Every question the system could not resolve becomes a ranked list. That list is how the knowledge base finally becomes accurate.
The metric
Contacts per hundred orders
It normalises for growth. Absolute ticket volume rising during a good quarter tells you nothing about whether the system is working.
The boundary
What stays with a person
Refunds beyond policy thresholds require human approval. Payment details are never handled conversationally. Consumer rights are enforced as rules, not interpreted.
Related
More for E-commerce & Retail.
Working example
AI Growth Console
A working system for this sector. Open the console and follow one record all the way through it.
Open AI Growth ConsoleYou already know which process is bleeding.
Recognise the scenario?
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