AI automation for e-commerce businesses
In e-commerce the manual hours are rarely in the storefront. They are in order exceptions, supplier documents in mismatched formats, and a support queue answering the same questions. We have not shipped an e-commerce project yet; our closest is order processing in rental, where intake went from 4 hours to 3 minutes.
What we would automate in an online retail operation
What transfers, and what we are not claiming
Our shipped cases are in equipment rental, real estate, and private clinics — not e-commerce. We say so rather than relabelling a number, for the same reason we tell buyers to distrust vendors who do the opposite.
What transfers is the process shape. An order arriving in an unstructured format, needing validation against a catalog and stock before anything can move, is the same problem whether the item is a scaffold tower or a sofa. In rental we took intake from 4 hours to 3 minutes. What does not transfer is platform specifics — marketplace APIs, payment and returns flows, and the peculiarities of whichever storefront you run are a learning curve on our side, and diagnostics is where the size of it becomes visible.
Frequently asked questions
- We are on Shopify. Are there not already apps for this?
- For standard flows, often yes, and you should use them — an app is cheaper than a build. Automation earns its cost where the app stops: exceptions, mismatched supplier data, and processes that cross the storefront, the ERP, and a mailbox.
- Will AI answer our customers directly?
- It triages and drafts; a human approves anything that commits you — refunds, discounts, delivery promises. That boundary is set during diagnostics, not after an incident.
- Is our order volume large enough to justify this?
- Volume matters less than exception rate. A thousand clean orders a day may need nothing; two hundred orders with forty exceptions a day is where a person is quietly employed full-time doing translation between systems.
Free AI Diagnostic
The free diagnostics counts your actual exception rate and prices what removing it is worth.
Start free diagnosticsStarts immediately in the browser.
- Fee
- Free
- Length
- 15 minutes
You keep the ranked list of candidates either way.