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E-commerce · Rollout scenario · Updated

KSeF in an online store: the order, invoice and return in one case

The system links the return with the order and the invoice and prepares a complete set for the corrective invoice. Accounting approves.

Automation, paid once
from €3,000 net
  • Test on your process: €0
  • You pay 50% after acceptance

How much does KSeF automation for an online store cost, and when does it pay back?

Short answer

Automating KSeF, Poland's national e-invoicing system, for an online store costs from €3,000 net. In our scenario it pays back in 1.9 months. Today, clearing up 800 returns and corrections by hand costs €1,861 a month. With the system, the same work costs €286. Accounting approves the corrective invoice. The system gathers the order, invoice and return into one case. The test on your process is free.

Statistics

KSeF and e-commerce statistics 2026

Figures checked: 22 October 2026

Cost today · Scenario

What clearing up returns and corrections costs you today

€1,861

a month for clearing up 800 returns and corrections by hand

Payback: 1.9 mo.

In your company

  • Small store

    400 returns · €931 a month

    3.8 mo. payback

  • Mid-sized store

    800 returns · €1,861 a month

    1.9 mo. payback

  • Large store

    2,500 returns · €5,817 a month

    0.6 mo. payback

The team gets back about 45 hours of work a month, or 6 working days, and the company €18,900 a year. We count after the time a person spends checking and after the model cost.

Source: Eurostat, hourly labour costs 2025 (2026) ↗

How we calculate it

800 × 4 min = 53.3 h × €34.90 = €1,861 a month. With the system, a person checks the output in 15% of the old time (€279) and the model costs €6.43. That leaves €286. The saving is €1,575 a month, so €3,000 pays back in 1.9 months.

Assumptions: 4 minutes per return or correction to clear up and checking in 15% of the old time are our assumptions. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat, for companies with 10 or more employees. Model cost: Claude Sonnet 5.5, about 2,500 + 400 tokens per return, at the ECB rate of 1.1205 USD per euro on 22 October 2026.

Book a free process review (30 min)

We will calculate it on your returns.

How it works

What changes when one item is returned

Today

  1. A customer returns one item from an order

    Client

  2. Customer service looks for the order and the invoice

    Team

  3. Writes to accounting about what to correct

    Team

  4. Accounting asks about the amount and the date

    Team

  5. The corrective invoice waits

    Team

With the system

  1. A customer returns an item

    Client

  2. Links the return with the order and the invoice

    System

  3. Prepares a complete set for the correction

    AI

  4. Accounting approves the corrective invoice

    Person

  5. The case closes with a full record

    System

What stays with people: Accounting approves how the corrective invoice is issued. The system gathers the order, the invoice and the return into one case.

Client results.

All projects →
foap.comcustomer service

foap.com customer service: 95% of replies are sent automatically.

Users from several countries write to foap.com, in several languages. The system reads the entire conversation and the terms of that person, and then sends a response in that person's language. Questions about money and exceptions go to the team with a ready draft, so they have to check and send them.

the system sends the answers itself, without human typing
95%
time from the arrival of the e-mail to the ready response (median)
30 s
e-mails that require a response receive a ready-made draft
100%
less work for every 1000 answers (estimate)
47 h

Data from foap.com production, October 20-21, 2026. Estimate: 3 minutes for handwritten response.

How foap.com customer service works →
Sample messages. Money matters always come to the person.

Other implementations

jaktako.design

studio projektowe

−87%

Time to look for new customers, every day

4 hours → 30 min

approx. 73 hours less per month (21 days of work)

according to the studio

How the agent loop works →
Signature Estates

real estate

approx. −90%

Operator time spent browsing portals, per day

2–3 hours → 20 min

approx. 45 hours less per month (21 days of work)

respect · contact the seller 5 minutes after the announcement

How the agent finds property listings →

Who already works this way

Our systems already work for clients

What this scope builds on

The invoice coding system we have already built

Our invoice coding system checks the invoice against the order and the delivery confirmation and holds it when there is a difference, with a specific reason. In an online store that reason is often a return. Demonstrator on synthetic data.

See the invoice coding system →

Client review

“We started with my own AI agent. During the training that followed, I learned to build new applications myself. Today I am bringing this way of working with AI into my business. Working with Syntalith gave me exactly the skills and tools I needed.”

Kuba Koziej, CEO and co-founder of MoreGrowth and board member at Natu.CareKuba KoziejCEO and co-founder, MoreGrowthView the original training review on LinkedIn ↗

How to start

How to start. The first two steps are free.

  1. 1 · 30 min

    Free process review

    €0

    An engineer works out the cost of the process with you. Written plan within 2 working days.

  2. 2 · 5 days

    Test on your process

    €0

    We run 20 to 100 cases your team has already handled.

  3. 3 · 2–6 weeks

    Build

    from €3,000

    Fixed price in the contract. 50% on signing, 50% after acceptance on your test set.

Book a free process review (30 min)

or call+48 888 78 48 78WhatsAppMon–Fri 9:00–17:00 CET

You will see the slots in your time zone.

Included in the build

  • Linking the return with the order and the invoice
  • A complete set of data for accounting to issue the correction
  • A queue of returns with gaps
  • Integration with the order system the store already has

What happens to your data

  • You choose the test cases. We anonymise them on request.
  • They stay in the EU and we delete them after the test.
  • We sign the NDA and the data processing agreement before we receive anything.

After acceptance you keep the code, the test set and the documentation. You pay for licences and model usage directly to the provider. With several departments or companies, the engineer suggests a Process Audit from €600 net: a map of the flow and a fixed quote. We deduct the audit fee from a build signed within 3 months.

Questions

  • How much does automating returns and corrections in a store cost?

    From €3,000 net, paid once. After the 5-day test the build takes 2 to 6 weeks. You get a fixed price before the contract: 50% on signing and 50% after acceptance on your own returns.

  • Would the link between our store and accounting software be enough?

    Start with it if you have it. The system makes sense for returns that the link lets through incomplete: partial ones, late ones or ones from another sales channel.

  • When does it not pay off?

    Below 130 returns a month the payback takes more than a year. Then ChatGPT or Claude for the store team is enough, from €1,150 net.

  • Who issues the corrective invoice?

    Your accounting or sales software, as it does today. The system prepares the complete set of data, and accounting approves the correction.

  • What do we need to prepare?

    Access to the order system, 20 to 100 returns from recent months with their corrections and the person in accounting who approves them today.

What our OpenAI and Anthropic partnerships mean for you.

OpenAI makes ChatGPT and Anthropic makes Claude. We belong to the partnership programs of both companies, so we work with their tools every day and learn from the creators themselves.

OpenAI Select PartnerClaude Partner Network
01We will select a tool for the task
We implement both ChatGPT and Claude. We check both on your documents, and you choose the one that makes fewer corrections and saves more time.
02Knowledge straight from the creators
We learn from official OpenAI and Anthropic courses and materials. Your team learns about the features and settings that work today.
03Licenses without our margin
You buy accounts directly from OpenAI or Anthropic and receive an invoice from them. We do not add anything to the license.
04Certified engineers
On the team, we have an AWS certification in machine learning and an Anthropic certification in systems architecture on Claude.

Participation in programs does not mean that OpenAI or Anthropic endorses our services.