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Wholesale · Rollout scenario · Updated

The customer's item code linked to the right product in your catalogue

The system links the item code your customer uses to the right line in your catalogue. Unsure matches go to the sales rep's queue.

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

How much does automatic matching of customer item codes to the catalogue cost, and when does it pay back?

Short answer

Automatic matching of customer item codes to the catalogue costs from €3,000 net. In our scenario it pays back in 0.6 months. Today, handling 1,200 orders by hand costs €5,584 a month. With the system, the same work costs €850. A sales rep confirms every unsure match. The confirmation goes into the table of equivalents. The test on your process is free.

Statistics

Wholesale and AI statistics 2026

Figures checked: 22 October 2026

Cost today · Scenario

What retyping orders costs you today

€5,584

a month for handling 1,200 orders by hand

Payback: 0.6 mo.

In your company

  • Small wholesaler

    300 orders · €1,396 a month

    2.5 mo. payback

  • Mid-sized wholesaler

    1,200 orders · €5,584 a month

    0.6 mo. payback

  • Large wholesaler

    4,000 orders · €18,613 a month

    0.2 mo. payback

The team gets back about 136 hours of work a month, or 17 working days, and the company €56,808 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

1,200 × 8 min = 160 h × €34.90 = €5,584 a month. With the system, a person checks the output in 15% of the old time (€838) and the model costs €13. That leaves €850. The saving is €4,734 a month, so €3,000 pays back in 0.6 months.

Assumptions: 8 minutes to retype an order with the customer's item codes 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: reading the order in our system (about €0.0006) plus matching the lines (Claude Sonnet 5.5, about 3,000 + 500 tokens), 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 process.

How it works

What changes in the software you already use

Today

  1. A retail chain orders by its own item codes

    Client

  2. The sales rep looks up equivalents in a table

    Team

  3. The table is out of date

    Team

  4. The wrong variant ships

    Team

  5. A whole pallet comes back

    Client

With the system

  1. An order with the customer's item codes

    Client

  2. Looks up equivalents from history

    System

  3. Proposes a match for new codes

    AI

  4. The sales rep confirms unsure ones

    Person

  5. The table of equivalents learns

    System

What stays with people: A sales rep confirms every unsure match. The confirmation goes into the table of equivalents.

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 order intake system we have already built

An order from an email reaches the sales system as a ready draft. A line the catalogue cannot confirm waits for an operator's decision and goes no further. Reading one order costs about €0.0006.

See the order 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

  • Reading orders from emails and attachments
  • Matching lines to your catalogue
  • A queue of exceptions for the operator
  • A draft or a file ready to save in your software

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.

Questions

  • How much does order automation 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 orders.

  • Will it work with the software we use?

    We work with the software you already use. Before we quote, we check its version, the import or API it offers and how records are saved. If saving is not possible, the system prepares a ready file or a draft for approval.

  • When does it not pay off?

    Below 64 orders a month the payback takes more than a year. Then it is better to start with ChatGPT or Claude for the team, from €1,150 net.

  • What do we need to prepare?

    20 to 100 orders from several customers, their item codes and your current table of equivalents.

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.