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E-commerce and retail

From paid order to shipped parcel without copying data

An online store connects the webshop, the warehouse, the courier and support, so an order moves on its own and customers can check its status themselves.

Online store with its own warehouse, 15 people

Order flow

  • Order paidWebshop · card payment confirmedRunning
  • Picking task createdWarehouse · three itemsRunning
  • Shipping label printedCourier · tracking number assignedRunning
  • Tracking sent to the customerEmail · stock updated on all channelsRunning
Tools we typically use
Shopify or WooCommerce, n8n or Make, Claude or GPT models, Next.js, Courier and payment provider APIs, Your warehouse or ERP system, Slack/Teams

The build at a glance

5systems connected
0orders retyped by hand
1stock figure across all sales channels
1person approving refunds and exceptions

The sector

A small online store sells through its own webshop and often a marketplace or a physical shop as well.

Every order touches the shop, the payment provider, the warehouse, a courier and the accounts. When these do not talk to each other, people carry the data between them. The same people answer customers, and most questions are about where the parcel is.

Where the time goes

Orders were exported from the webshop and typed into the courier’s tool. Stock was adjusted in the evening, so items sold out on one channel stayed on sale on another. The support inbox filled with questions about delivery, and answering each one meant opening three systems. During a promotion the team did little else but copy data and reply to the same question.

  • Orders are copied by hand from the shop to the courier and the warehouse

  • Stock differs between sales channels and overselling happens

  • Most support messages ask where the order is

  • Returns and refunds are tracked in a spreadsheet

One system around how the work is done

Support assistant

Where is my order? I paid on Monday.

Your order was handed to the courier on Tuesday and is **out for delivery today**. The tracking link is below. If it does not arrive by tomorrow, reply here and a colleague will take over.

Order looked up Courier status checked Reply drafted for review
  1. 01

    A paid order creates the picking task, the shipping label and the invoice without anyone exporting it

  2. 02

    One stock figure kept in step across the webshop, the marketplace and the physical shop

  3. 03

    Tracking sent to the customer automatically, and an order status page where they can look it up themselves

  4. 04

    A support assistant that drafts replies from order data and your policies, with a person approving anything about refunds, complaints or exceptions

  5. 05

    Returns registered through a form that opens the task for the warehouse and the refund for approval

  6. 06

    Webshop pages and checkout tuned for speed, so the store holds up when traffic rises

How the project runs

Four steps, one process at a time

  1. 01

    Map the process

    We follow a handful of real orders from payment to delivery, and a return, and list every manual step on the way.

  2. 02

    Pilot one process

    Order to shipping label goes live first, for one courier, alongside the old routine for a short time.

  3. 03

    Extend

    Stock sync across channels comes next, then order status self-service, returns and the support assistant.

  4. 04

    Care

    We monitor the flows, especially around promotions, and adapt them when a courier, a marketplace or the shop platform changes.

What changes for the team

  • The warehouse works from a task list that fills itself
  • An item sold on one channel is no longer on sale on another
  • Routine status questions are answered by the status page or a drafted reply
  • Refunds and exceptions are always decided by a person

An order moves from payment to the courier on its own, and stock is right on every channel. Customers find the status of their order without writing in. The team handles the cases that need judgement, such as complaints, damaged goods and refunds.

A composite scenario based on typical projects in this sector. It does not describe a named client, and the sample data is illustrative.

The same working day, before and after

What a few ordinary moments look like once the system is in daily use.

BeforeAfter
An order is paidSomeone copies it from the webshop into the warehouse list and the courier’s site.The order appears in the picking list and the shipping label is prepared.
An item sells outThe webshop keeps selling it until someone updates the quantity.Stock is updated in every channel when the order is placed.
A customer asks where the parcel isSupport looks up the order, then the courier’s tracking page, and replies by hand.The customer checks the status themselves, and the assistant answers the rest from the order data.
A return is requestedIt is agreed by email and tracked in a spreadsheet.The request opens a return with the order attached, and a person approves the refund.
End of the dayThe owner compares the webshop, the courier report and the bank statement.Orders, shipments and open issues are on one screen.

Questions from this sector

Do we have to change our webshop platform?

No. We connect what you already run, whether that is Shopify, WooCommerce or a custom shop. A move is only worth discussing if the platform itself is the obstacle.

What does the support assistant answer on its own?

Questions it can answer from your own data: order status, delivery times, return rules. Refunds, complaints and anything unusual go to a person, with the order already attached.

What happens if a connection to the courier or webshop fails?

The step is retried, and if it still fails a person is notified with the order concerned. Nothing is dropped silently.

Does invoicing change?

Invoices and fiscalisation stay in the system you already use for them. We pass the order data on so nobody has to retype it.

How do we start?

With the path from paid order to shipping label, because that is where most copying happens. Stock sync and the assistant follow.

Use cases in this story

Business automationAI integrations

Customers check their order without writing to you

Order and delivery status available on your site or by reply, pulled live from the shop and the courier.

Open use case Business automationERP and business systems

Orders that reach the warehouse on their own

An order placed in the shop or by email appears in the ERP, on the pick list and with the courier, entered once.

Open use case ERP and business systemsBusiness automation

One stock figure in every system

Stock levels kept in step between the warehouse, the ERP and every sales channel.

Open use case

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