AI Agents for Ecommerce

Most Support Tickets Are Just a Question the System Already Knows the Answer To

"Where's my order" and a straightforward return within your policy don't need a person to type an answer that's already sitting in your order management system. We build agents that answer, act, and route the rest to your team — wired into the tools you already run.

Where the Time Goes

The Tickets That Repeat, Order After Order

"Where's my order" makes up a huge share of the ticket queue
A simple, in-policy return takes a day to process because tickets queue
Customers waiting on a restocked item keep emailing to ask
A damaged-item claim and a sizing question sit in the same queue with the same priority
Weekend and after-hours tickets sit untouched until Monday
Support reps re-check the same order-tracking page dozens of times a shift
Concrete Examples

Four Tasks That Come Straight From Order Data

Order Status, Answered in Real Time

The agent pulls live status from your order management or fulfillment system and answers directly — no ticket sitting in a queue for something the system already knows.

Returns and Exchanges Within Policy

The agent checks the order against your return window and policy, and if it's within bounds, generates the label or instructions and processes it. Anything outside the stated policy — a late request, a used item — gets flagged for a person, not silently approved or silently refused.

Restock Notifications, Followed Through

When a backordered item comes back in stock, customers who asked to be notified get told, with a direct link to complete the purchase — and the agent stops notifying once they've bought it or the window closes.

Support Ticket Triage

Incoming tickets get categorized by type and urgency — a damaged item needing photo evidence handled differently from a sizing question — and routed to the right queue, with a draft reply prepared for the more routine ones.

What It Connects To

Inside the Order and Support Tools You Already Run

Order Management / Fulfillment

Where live order and shipping status actually lives.

Helpdesk / Ticketing

For categorizing, routing and drafting replies to incoming support tickets.

Inventory System

To know what's in stock, what's backordered, and when something restocks.

Shipping & Carrier Tools

For tracking data and generating return labels.

Store Platform / Order Records

To check order details against your return policy accurately.

Customer Messaging

Email, chat or WhatsApp — wherever your customers already reach out.

Where We Draw the Line

Exceptions to Your Own Policy Are a Human Call

An agent can apply your stated policy precisely and consistently, which is worth a lot on its own. What it shouldn't do is decide when to bend that policy. A customer asking for an exception — past the return window, outside the stated terms — is asking for a judgment call, and that authority stays with a person who can weigh the relationship, not a rule the agent is applying literally.

We build the agent to draft the options and hand it off clearly, rather than either auto-approving or auto-refusing something outside its remit.

Honestly, Low Order Volume May Not Justify This Yet

If your ticket volume is low enough that one person handles support comfortably alongside other work, the build cost may outweigh the time it saves right now. This earns its keep fastest once repetitive tickets are a genuine daily volume, not an occasional one.

Frequently Asked

Ecommerce Questions

Can it approve a refund outside our stated policy?

Not on its own. It can apply your policy exactly as written and process what's within it, but a discretionary exception — a goodwill refund past the window, say — goes to a person with the authority to make that call. See the caveat section below.

How does it know an order status without a person checking?

It reads directly from your order management or fulfillment system, the same data your support team would look up, and answers from that in real time.

Does it handle damaged-item claims?

It can triage the ticket, ask for photo evidence, and start the return or replacement process, but anything with photo evidence still gets a human look before a resolution is finalized.

Will it spam customers when an item restocks?

No — it only notifies customers who specifically asked to be told, and stops once they've completed the action, so it's not a marketing blast dressed up as a notification.

Does it replace our helpdesk software?

No. It works inside the helpdesk you already use, categorizing and routing tickets and drafting replies there — your team still sees everything it does.

Tell Us What Your Ticket Queue Looks Like

We'll tell you plainly what share of it an agent could actually take on.