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Orders from email in inventory software: import and cost

Short answer

Automating orders from email into inventory software can end with a list of lines to check, or it can cover an agreed import. First check whether the customer can send data in a format the software already accepts. When orders arrive as free text, the automation costs from €3,000 net at Syntalith and pays back in 1.7 months at 600 orders a month.

How we workDetails ↓

  1. 01Call30 minutes with an engineer, free
  2. 02PrototypeA working system on your process and data, free
  3. 03ImplementationTarget and fixed price in the contract; 50% at signing
  4. 04Acceptance50% once the agreed target is met
net for the automation of one process, paid once
from €3,000
from signing the contract to acceptance
2–6 weeks
free prototype on your cases
€0

We belong to the OpenAI and Anthropic partner programmes and learn through their official courses. What this means ↓

Author: Syntalith · 3 min read

Example: the morning request inbox
Agent · ready

Statistics

Trade and AI: statistics 2026

1.7 mo.

payback of a €3,000 automation at 600 orders from email a month: €2,094 by hand, €320 with checking and the model. Scenario.

Figures checked: 22 October 2026

Import is a specific feature of the software

The Wapro Mag documentation describes exporting and importing orders or their lines through text files, partial fulfilment and the quantity to reserve. That does not mean the software will accept any spreadsheet, or that reading a message will give a correct document.

Ask your software partner to demonstrate the import on the version you use. Agree the input structure, the mapping to the product list and the behaviour when the same data arrives again. Run this trial before you buy AI reading.

Rules or AI
  • The customer sends a file in the import format

    import in the software

    €0

  • A repeatable spreadsheet with codes from your product list

    transformation rules

    a small scope

  • Free text, the customer's own names, quantities in packs

    automation with AI

    from €3,000

An order does not settle the reservation

A customer orders ten packs and adds „send what you have”. An employee settles the right product, the pack size and consent to partial fulfilment. Reading the number ten does not set the quantity to reserve or what goes into the shipment.

What the automation does with an order from email
  1. 01ReadingIt recognises the products from the customer's description and matches them to the product list.
  2. 02UnitsIt converts packs using the approved conversion.
  3. 03GapsIt asks a question in place of a line that only looks complete.
  4. 04DocumentIt prepares an import file or an order for approval.
  5. 05ApprovalThe operator checks the lines next to the source text.

More examples are in the guide to units and packs.

What it costs and when it pays back

Scenario: 600 orders from email a month
Today
600 orders × 6 min = 60 h (€2,094)
With the system a person checks the output in 15% of the time
€314
Model, 1 call per case, Claude Sonnet 5.5
€6
Cost of one case
€3.49 today, €0.53 with the system
Saving
€1,774 a month

Payback of €3,000

1.7 months

The volume, the time and the checking share are the scenario's assumptions. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat. Model: 3,000 input tokens and 500 output tokens per call at Anthropic's rates, at the ECB rate of 1.1205 USD per euro on 22 October 2026.

Add tidying the product list, licences for any add-ons you need and care after a software update to the budget. With a repeatable file, plain rules may be enough. The operator's time is the largest item in the scenario, so we start measuring with a few dozen orders from the last month.

The scope of the quote by result

Project resultWhat to confirm before ordering
A list for reviewWhere the lines come from, the matching and how corrections work
A file for importThe format, the required fields and the behaviour when data is missing
A created documentThe right product list, the ID and the document status
Further handlingWho approves the reservation or the fulfilment

A ready file does not prove a correct import, and a created document does not prove a correct shipment. In the proposal, write down the last stage the contractor is responsible for.

A trial before launch

Cases for the trial
  • An order with an unknown product code
  • An ambiguous pack
  • A change of quantity after acceptance
  • The same order sent again
  • A broken connection after the import

After a broken connection, first establish the result of the previous operation, because a retry without that check can create a second document. The sign-off criterion is the state in the software. The scope is described on the orders into inventory software with AI page. When a wholesaler fulfils an order in several deliveries, also check prices with partial fulfilment.

Worked example · Scenario

How we count the payback: orders from email in inventory software

We run the same count for your orders in the free process review.

€2,443

a month for handling 600 orders by hand

Payback: 1.4 mo.

7 minutes to retype an order 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.

See the full calculation →

This is how we implement it in companies

All case studies →

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 →
Kuba Koziej, CEO and co-founder of MoreGrowth and board member at Natu.Care

Kuba Koziej

CEO and co-founder, MoreGrowth

„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.”

View the original training review on LinkedIn ↗

This process can go on its own. You will check this on your cases before you pay.Book a free process review (30 min) →

How we build automation and agents

From a conversation to a working system in four steps.

  1. 01 · 30 min

    Free process review

    €0

    You're talking to an engineer. You receive the written plan within 2 business days.

  2. 02 · 5 days

    Free prototype

    €0

    The system works on 20-100 cases that your team has already handled. You see every result.

  3. 03 · 2–16 weeks

    Build

    50%

    Fixed price and goal written in the contract. First installment upon signing.

  4. 04 · after reaching the goal

    Reception

    50%

    You pay the second installment when the system reaches its target on your cases.

How a free prototype is created

Mon.

We set a goal

What result do you consider good?

Tue–Wed

The system is working

It goes through your affairs, one by one.

Thu

We compare

We check every difference with the team's work.

Fri

Result and price

List of errors and fixed implementation price.

You choose the matters. We anonymize them upon request, they stay in the EU and we delete them after the test.

On the market, such a test usually costs from PLN 3,000 to PLN 8,000.

Book a free process review (30 min)

We establish a prototype during a free analysis.

Data checked on October 21, 2026.

„Is my data safe?”

Yes. You choose where they go: from your company account to the model on your server.

  1. 00Employee's private account

    Customer and company data ends up in an account that the company cannot see or control. There is no data processing agreement, so it is a violation of the GDPR. When an employee leaves, the chat history goes with them.

  2. 01ChatGPT or Claude corporate account

    The provider does not use your data to train models. A copy of the queries remains in his logs for up to 30 days.

  3. 02API with zero retention (ZDR)

    The provider processes the request and does not save anything. It requires his consent, we prepare the application together.

  4. 03Processing in the EU

    Queries are counted and stored in Europe: OpenAI in the EU region, Claude via clouds with the EU region.

  5. 04Model at your place

    The open model runs on your server or in your cloud in the EU. The data does not go outside the company.

What we do with every implementation

  • Confidentiality agreement and data processing agreement before we receive any data.
  • You choose the cases for the prototype and we anonymize them upon request.
  • The data stays in the EU and we delete it after the test.
  • Corporate accounts with an administrator on your side.

When data cannot leave the company

The open model runs on your server or in your cloud in the EU. To choose from:

White-tailed eagle
Polish model, SpeakLeash and ACK Cyfronet AGH
PLLUM
Polish model, HIVE consortium commissioned by the Ministry of Digitization
Qwen
Alibaba
GLM
Zhipu AI
DeepSeek
DeepSeek

We select a model for the task and check it on your cases. We run it, tune it and maintain it.

Source: Bielik and PLLuM, ACK Cyfronet AGH ↗ · PLLuM, Ministry of Digitization ↗

Do you have a lot of your own data? We will fine-tune the small model.

  1. 1 Your examples
  2. 2 tuning
  3. 3 test on new cases
  4. 4 model at your place

When you have thousands of similar emails, documents or reports, we teach a small open model based on your examples. It works for you, responds quickly and costs less to maintain than a large model. We measure quality on issues that the model has not seen while learning.

Przemysław and Piotr did it in large programming and consulting companies. Artem did it before and does it today at Syntalith. It's about models on your own infrastructure, tuning and quality measurement.

You choose the protection level during the interview. We sign the data processing agreement before we see any data.Schedule a free analysis →

AI automations

This process can go on its own. You will check this on your cases before you pay.

The system takes over repetitive work from emails, documents and spreadsheets, and hands over uncertain matters to a human. A prototype for 20-100 cases that your team has already handled costs €0. You pay the other half of the price when the system reaches your goal.

See AI automations →
net for the automation of one process, paid once
from €3,000
from signing the contract to acceptance
2–6 weeks
free prototype on your cases
€0

Questions

  • How much does automating orders from email cost?

    At Syntalith an automation of one process costs from €3,000 net. We price the software edition, the connection and upkeep separately. At 600 orders a month at 6 minutes each, the payback is 1.7 months.

  • Will the software accept any spreadsheet from a customer?

    No. The import has a set text-file format. Ask your software partner to demonstrate the import on the version you use, and agree the input structure, the mapping to the product list and the behaviour when the same data arrives again.

  • When are plain rules enough?

    When the customer sends a repeatable file with codes from your product list. AI makes sense with free-text product names, quantities in packs and messages the customer will not standardise.

  • Who approves the order?

    The operator. The system shows the lines next to the source text, asks about missing data and does not guess a pack conversion from a similar product.

Let's talk

Just write, call or choose a date.

We work fast because we hate corporate cotton wool. We don't have salespeople or managers to keep an eye on managers. You talk immediately to engineers who then build your system. We respect each other's time and yours too.

We will accept 3 more companies by the end of the year.

Mon–Fri 9:00–17:00 CET

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.