ClaudeLab

Use case · Retail

System integration in retail

In retail, selling runs across several channels at once - shop floor, own webshop, marketplaces - and each holds its own state of the data. What is missing is rarely a system; what is missing is the connection between them.

Usually the cheapest way in

What is different here

What it actually turns on in retail.

01

One article, several channels, one stock

The physical stock is one, the channels are many. Without common control you sell the same piece twice - and the cancellation rate becomes a rating problem.

02

Till system and shop do not know each other

What goes over the counter often only shows up online the next morning. For items held in small numbers that is a full day of wrong availability.

03

Returns run backwards through the same chain

A return has to increase stock, correct the payment and inform the channel. Miss one step and either the warehouse or the accounts is wrong.

Systems we connect here

  • Till systems
  • Shopware
  • Marketplace interfaces
  • Inventory management
  • DATEV

If yours is not listed, that is not an exclusion. Where no interface exists, we build one - that is the most demanding part and it is our trade.

The rule that only applies here

In retail the connection is the precondition for stock being right at all. Everything else is built on top of it.

The process

Where a person is needed - and where they no longer are.

ClaudeLab from here
  1. Step 01ClaudeLab

    Source

    Intake

  2. Step 02ClaudeLab

    Transfer

    Gathering

  3. Step 03ClaudeLab

    Target system

    Output

The difference

The same process, once as it is today and once with us.

Step 01 · today

Data is exported from one system and typed into another.

Step 01 · with us

The source is read as soon as something changes - no manual export.

Step 02 · today

Intermediate states live in spreadsheets that someone maintains.

Step 02 · with us

The transfer is logged; an abort leaves no half-written record behind.

Step 03 · today

Errors only surface when a customer gets in touch.

Step 03 · with us

The target system holds the state of the source, and discrepancies report themselves.

What we build

Component 01
A connection between the systems involved - ERP, inventory management, shop, CRM.
Component 02
Where no interface exists, we build one. That is our trade.
Component 03
Logging, so that an error surfaces before the customer reports it.

Degree of autonomy

Runs entirely independently - there is nothing to decide here, only to transfer. Which is exactly why it is often the best first process.

Where it does not fit

With legacy systems that offer no export at all it gets laborious. Impossible is rare, but it can eat up the benefit.

Frequently asked

Is this worth it in retail?

In retail the connection is the precondition for stock being right at all. Everything else is built on top of it. Whether it pays for you depends on your volume - the audit establishes that.

We use a different system from the ones listed. Does it still work?

Yes. The ones listed are those we most often meet in retail - a list, not a precondition. Where no interface exists, we build one.

What do we have to provide?

Access to both sides, source and target - read access is enough for testing. A decision on which system is right in case of doubt. A test tenant or a copy we may work in without touching live data. Nothing more is needed to start.

How will we know it works?

Over a week of parallel operation, source and target agree on 100 % of the records transferred. Every error is reported instead of being silently skipped. An abort mid-transfer leaves no half-written record behind.

How long does implementation take?

2 to 4 weeks, usually the cheapest way in.

Does the AI decide on its own?

Runs entirely independently - there is nothing to decide here, only to transfer. Which is exactly why it is often the best first process.

When is this not worth it?

With legacy systems that offer no export at all it gets laborious. Impossible is rare, but it can eat up the benefit.

The same process, in general

This page shows the fit in retail. The process itself is sector-independent - what matters is whether it repeats.

System integration in general

Tell us where your time goes.

In the audit we record the process, work out what is worth automating, and you get a plan with fixed prices - credited against the build if you go ahead.