E-commerce
How NorthShelf's online store answers inventory questions in real time
Carla · Online retailer · 85 employees
The moment
It's 7pm on a Tuesday and NorthShelf Outdoor's site is getting hit by a flash sale. Carla heads up digital. She's watching the support inbox fill up — 60 unread messages, and half of them are the same question: is this still in stock in my size? The old chatbot can't check. It sends shoppers to the product page. A lot of them don't come back. Carla has been watching the cart abandonment numbers for months. She's done watching sales walk out the door.
What the agent does
NorthShelf's dev team spent one day writing a small MCP server that connects to their existing inventory and order management system. They exposed three tools: check_inventory(sku, size, color), get_order_status(order_id), and get_active_promotions(). Then they pasted the server URL and a bearer token into the AgentNDX dashboard under AI Agent → Live Data.
Now when a shopper asks 'Is the Summit jacket still in stock in slate gray, women's medium?', the agent calls check_inventory in real time. It doesn't guess. It doesn't send them to the product page. It answers: '4 units left in that size and color — these have been moving fast today. Want me to hold your spot while you check out?' The whole thing takes two seconds.
When a returning customer asks about a package, the agent calls get_order_status with their order number. It reads back the tracking update, the estimated delivery date, and whether there's a delay. The support inbox stops filling up with order status emails.
What happens next
Carla pulls the numbers three weeks in. Pages running the agent are converting 22% better than before. The support inbox is down to under a dozen messages on a busy sale day — from 60. In the first week, the agent handled over 1,400 inventory questions and escalated eleven to a human. The eleven were real edge cases: damaged goods, return disputes, things that needed a person. Everything else, the agent got right on its own.
If you run an online store and your agent still says 'check the product page,' it's time to connect your live data. MCP server integration is on the Business plan — your dev team can have it running in a day.
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