E-commerce order management workflow
E-commerce order management workflow
E-commerce order management workflow
This example uses Workflows. For new builds, use Squads with specialized assistants for orders, returns, and VIP support. See: Squad - E‑commerce Order Management.
Build an AI-powered e-commerce customer service workflow that handles order inquiries, returns, and customer support using Vapi workflows with tier-based routing and global monitoring for comprehensive automation.
What You’ll Build:
We will be creating an order management workflow for TechGear Online, an electronics retailer that wants to automate customer service calls and improve order resolution times through sophisticated workflow automation.

Before building the workflow, create the necessary tools in your dashboard:
Click Create Tool and configure:
lookup_customercustomer_id (string): Customer ID to lookuphttps://jsonplaceholder.typicode.com/usersThis example uses JSONPlaceholder, a free testing API. In production, replace with your actual e-commerce API endpoint.
Create another tool:
track_orderorder_id (string): Order ID to trackhttps://jsonplaceholder.typicode.com/postsThis example uses JSONPlaceholder for demonstration. Replace with your shipping provider’s API (FedEx, UPS, etc.) in production.
Create a third tool:
process_returnorder_id (string): Original order IDreturn_reason (string): Reason for returnhttps://jsonplaceholder.typicode.com/postsThis example uses JSONPlaceholder for demonstration. In production, integrate with your returns management system.
You’ll start with a default template that includes a “Call Start” node. We’ll modify the existing nodes and add new ones to create our e-commerce customer service workflow.
The default template includes a conversation node. Click on it and configure:
Node Name: greeting_and_inquiry_type
Extract Variables:
inquiry_typeStringThe customer's inquiry typeorder_tracking, return_exchange, product_inquiry, billing_payment, complaint, generalAdd a Conversation node:
Node Name: customer_identification
Variable Extraction:
customer_phonestringCustomer's phone numberfalsecustomer_emailstringCustomer's email addressfalseAdd a Tool node:
Tool: Select your pre-configured “Customer Lookup” tool from the dropdown. This tool should be created in the Tools section of your dashboard with:
lookup_customercustomer_id (string): Customer ID to lookuphttps://jsonplaceholder.typicode.com/usersCreate branching paths based on the customer’s inquiry type. Add multiple conversation nodes:
Order Tracking Node:
Node Name: order_tracking_flow
Return/Exchange Node:
Node Name: return_exchange_flow
Product Inquiry Node:
Node Name: product_inquiry_flow
Billing/Payment Node:
Node Name: billing_payment_flow
Complaint Resolution Node:
Node Name: complaint_resolution_flow
Connect the nodes with conditions for the LLM to interpret:
To Order Tracking Node:
Customer verified and inquiry is order trackingTo Return/Exchange Node:
Customer verified and inquiry is return or exchangeTo Product Inquiry Node:
Customer verified and inquiry is product relatedTo Billing/Payment Node:
Customer verified and inquiry is billing or paymentTo Complaint Resolution Node:
Customer verified and inquiry is a complaintCreate a global node that provides special handling for VIP customers:
Node Name: vip_customer_handler
Global Node: enabled = true
Enter Condition: {{ customer_tier == "VIP" or total_orders > 50 or lifetime_value > 5000 }}
This global node will activate for high-value customers, regardless of their inquiry type.
Order Number Collection Node:
Node Name: collect_order_number
Extract Variables:
order_numberstringCustomer's order numberOrder Tracking Tool Node:
Shipping Information Node:
Node Name: provide_shipping_info
Return Eligibility Check Node:
Node Name: check_return_eligibility
Extract Variables:
return_reasonStringReason for returnReturn Authorization Tool Node:
Refund Processing Node:
Node Name: process_refund
Human Agent Transfer Node:
Node Type: Transfer
Destination: +1-555-SUPPORT (customer service team)
Issue Resolution Node:
Node Name: resolve_issue
End Call Node:
Node Type: Hangup
Create Phone Number for a new Vapi number, orImport Phone Number to use your existing customer service numberWorkflow: Select your TechGear Customer Service Workflow
Customer Service Configuration:
For e-commerce websites that want to integrate voice support directly into their shopping experience:
Web SDK is for client-side customer service integration. File uploads and workflow creation must use the Server SDK or Dashboard.
This example uses JSONPlaceholder for demonstration purposes. To integrate with your actual e-commerce systems:
Just like that, you’ve built an e-commerce customer service workflow that can handle order inquiries, returns, and support requests with 24/7 availability for your online store.
Consider reading the following guides to further enhance your workflow: