Retail & E-commerceappwebwhatsappemail

Returns and refunds

Policy and history checked in seconds, label issued; the refund executes when the carrier scans the parcel.

Retail & E-commerce

Returns and refunds

SUPERVISORAGENTSSYSTEMSReturns Supervisorplan · route · approveIntake Agentaginies-small-oss-32bon-premPolicy Agentaginies-large-c5Fulfilment Agentaginies-medium-oss-120bon-premShopify / OMSCarrier API (Yurtiçi,DHL)Payment Gateway(iyzico)Email (Exchange)
Audit trail00:00.00
run #128,873elapsed 0 mstokens 0cost $0.000status Approval rule: Refund > 2,500 or > 5 returns in 12 months → team lead approval

Simulation · derived from real agent definitions · every agent can be built by dialogue with the Autonomous Agent and validated with a test corpus

Trigger

Return request from the app, web or email

Outcome

Return record and label ready, refund armed on carrier pick-up, customer informed

Agents

SUPERVISOR

Returns Supervisor

Decomposes the objective, delegates to agents, manages approval points, merges the result.

aginies-small-oss-32b · on-prem

Intake Agent

Finds the order and classifies the return reason

get_orderextract_return_reasonclassify_reason
aginies-large-c5

Policy Agent

Assesses eligibility and abuse signals

get_return_policycheck_eligibilityget_customer_return_history
aginies-medium-oss-120b · on-prem

Fulfilment Agent

Creates the label, records the return, issues the refund

create_return_labelcreate_returnissue_refundsend_email

Steps

#KindAgentWhat happensSystemmstok
01 ingest Returns Supervisor In-app return request: order #100377, 2 items, reason "wrong size" 200
02 tool Intake Agent Order delivered 26 Aug, 2 items totalling 3,180, paid by card Shopify / OMS 360
03 verify Policy Agent Policy: within 14 days, tags attached, returnable category → eligible 620 540
04 reason Policy Agent History: 3 returns in 11 orders over 12 months (27%), no abuse signal 480 390
05 plan Returns Supervisor Plan: return label → approval threshold → return record → refund → notify 240 180
06 write Fulfilment Agent Free return label created: YK-8812 0034, valid for 3 days Carrier API (Yurtiçi, DHL) 420
07 approval Returns Supervisor Refund > 2,500 → team lead approved in 2 minutes 2,400
08 write Fulfilment Agent Return record created, stock flagged as "expected return" Shopify / OMS 380
09 write Fulfilment Agent 3,180 refunded to the card on the carrier pick-up event Payment Gateway (iyzico) 540
10 notify Fulfilment Agent Email: return confirmation, label and 3–5 working day refund timeline Email (Exchange) 240

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