01
Customer moment
Built for clothing & apparel teams that need customer answers to reflect category-specific buying behavior.
Industry
Clothing & Apparel commerce AI workflow
Support and shopping assistance for fit, size, exchanges, delivery timing, and return eligibility.
Industry process
Fit, size, delivery, and exchange in one path
The apparel page focuses on the shopper who needs a size call before the purchase and an exchange path after it.
Fit notesVariant stockDelivery cut-offExchange rule
Apparel board example
Illustrative flow
Fit, size, delivery, and exchange in one path
Customer asks
Does this jacket run oversized, is size L in stock, and can I exchange it before Friday?
Fit and exchange board
XS
Check
S
Matched
M
Check
L
Check
XL
Check
Fit notesVariant stockShipping cut-offExchange policy
Selected step
Fit notes
Does this jacket run oversized, is size L in stock, and can I exchange it before Friday?
Recommend fit or prepare exchange
Guide the shopper to the right size, then keep exchange creation reviewed if an order already exists.
Fit notesVariant stockShipping cut-offExchange policy
Interactive example changes by category: customer question, source checks, and guarded action.
Apparel board
01Size guide
02Variant L stock
03Friday delivery
04Exchange window
Best for reducing fit anxiety and avoidable return tickets.
Illustrative response path
Recommend fit or prepare exchange
aserva checks fit notes, variant stock, shipping cut-off, and exchange rules before recommending a size or preparing an exchange.
Guide the shopper to the right size, then keep exchange creation reviewed if an order already exists.
Why this page matters
What your team can actually use.
02
Source plan
Use category data around fit, size, exchanges, delivery timing, and return eligibility, plus product, policy, order, and customer context.
03
Control model
Keep sensitive claims, exceptions, refunds, and account changes behind review or handoff.
04
Measure it
Measure ticket deflection, return reasons, assisted conversion, and category-specific escalation.
Operating workflow
Source. Answer. Action.
Start with the customer question, check the right source, and put the next decision with its owner.
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