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AI in schools: budget and first rollout plan

Short answer

Keep the first AI rollout in a school to teachers' work on materials: two versions of an explanation, tasks with an answer key, worksheets. At Syntalith a workshop day for the staff costs from €1,150 net. Student accounts, their data and grading are a separate stage. If 20 teachers save one hour a week, the workshop pays back in 0.4 months.

net per day of closed training for the team
from €1,150
people in one training group
up to 15
after this time, we measure the effect on the same tasks
30 days

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

AI in education: statistics 2026

63.8%

of people aged 16 to 24 in the EU used generative AI tools in the previous 3 months, according to Eurostat (2025). Students already use AI.

Source: Eurostat, 64% of 16-24-year-olds used AI in 2025 (2025) ↗

Figures checked: 22 October 2026

What the school wants to change after the training

The head teacher and the teachers should name the work they want to do on their own after the sessions. "Get to know AI tools" names no material to accept and no practice needed.

Good first tasks for teachers
  • Two versions of an explanation of the same topic

    a workshop on the school's materials

    from €1,150

  • Tasks with an answer key in several variants

    a workshop and a trial with a second person

    from €1,150

  • A library of approved materials for the whole school

    first the drive or platform the school already has

    €0

  • A tool the approved platform does not support

    an AI app

    from €3,000

In Poland, a training concept prepared for the Ministry of Education links teacher preparation with understanding AI, critical thinking and checking data. It is a concept document, with no price list and no confirmation of funding.

What the school pays for

Budget itemWhat to clarify before buying
TrainingThe participants' roles, the tasks and the form of feedback
Access to the toolWho needs an account and on what terms
PreparationThe choice of materials and the time of the teacher who judges the content
Work after the sessionsWho answers questions and checks the next attempt
A custom appWhich task the approved tool cannot handle

The price of a day does not define the whole programme. Ask what a beginner will get and what a teacher who already uses AI will work on. A joint demo for both groups often leaves one without the basics and the other without anything new.

What AI training for teachers costs and when it pays back

Scenario: 20 teachers
Time saved
20 people × 1 h a week × 4.33 = 86.6 h
Value of that time
€3,022
Licences
$400 (€357)
Left after licences
€2,665 a month

Payback of a €1,150 workshop

0.4 months

The hours saved are the scenario's assumption, which we check by timing the tasks before the training and after 30 days. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat. ChatGPT Business Standard licences with annual billing; vendors' education programmes may cost less. Converted at the ECB rate of 1.1205 USD per euro on 22 October 2026.

We check the hour a week on teachers' tasks: preparing worksheets, task variants and explanations, checking included. Teachers' pay differs from the EU average, so the result shows an order of magnitude to check in the quote.

Two groups of teachers, two programmes

In most schools some teachers already use AI, and some have never opened such a tool. The first group needs checking of results, work with the answer key and rules for students. The second needs a safe first task and one tool that works on the school's equipment. A joint demo for both groups ends with one group bored and the other unable to keep up. We set the workshop programme after a short survey, with separate exercises for each group.

Name the person responsible for updating materials before you expand the library. If the problem is finding approved files, first check the drive or platform the school already has.

A trial before the next stage

In the example, the team prepares a task about two price rises in a row. AI simplifies the text but removes the condition that the second rise is counted from the price after the first. The teacher solves both versions and checks the key.

Accepting the workshop
  1. 01SetThe task, the solution and a short reason for the correction, prepared on one's own.
  2. 02Second personSolves the task without looking at the key.
  3. 03DifferenceA difference in the answers points to the passage to explain.
  4. 04TimePreparation counted together with checking and corrections.

A draft generated faster with a wrong key saves no time. According to a study published in Science (2023), ChatGPT cut the time of writing tasks by 40%, but only a measurement in the school will show the result on your materials.

The order of work

Before the sessions, choose the task, the person who judges it and the tool approved in the school. Check the accounts on the participants' equipment. Before you extend the work to children's data, read the guide to student data and settle the legal basis and the approved tool with the people responsible in the school. The scope for schools is described on the AI in education page.

Worked example · Scenario

How we count the payback: teachers' work

We run the same count for your school in the free analysis.

€2,327

a month for searching the school's documents for answers to 400 questions

Payback: 1.5 mo.

10 minutes to find a procedure or material 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 6,000 + 500 tokens per answer from the documents, 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 ↗

Practice this on your team’s own tasks.Book a free process review (30 min) →

„I already use AI.”

Your people too. Just no rules.

From our conversations with companies

5 na 10 employees paste sensitive data into private AI accounts: contracts, invoices, customer data.

In ESET survey (2026)

1 na 10 admits this in the survey.

Customer data pasted into a private AI account without an data processing agreement is a violation of the GDPR.

Don't worry, we won't tell anyone :)

What do we see in companies that "already use"

  • Only ChatGPT or Claude accounts, without plugins, skills, integrations and MCP servers with company tools.
  • Company programs are not connected to AI. People still click through systems and Excel, and enter chat data manually.
  • Lack of company standards: everyone writes instructions in their own way, no one shares what works.
  • No rules for personal data, GDPR and company secrets.
  • No limits and no visibility: no one knows who uses AI, how much and for what.

62% Polish employees use AI at work · 27% companies have written rules for working with AI.

Source: ESET and DAGMA, Cyberportrait of Polish business 2026 (March 2026, 1,026 people) ↗

ChatGPT or Claude space review

Accounts, permissions, rules for working with data and 5 tasks set for the team. 1 day.

€450 net

ChatGPT rollout →Claude rollout →

Company accounts, rules of working with data and team training in 2 weeks, from €1,150 net.View implementation for the team →

„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 training for teams

Practice this on your team’s own tasks.

Closed training is conducted by engineers who implement AI systems themselves. We arrange the program according to the participants' roles and tools, and we measure the time of the same tasks before the training and after 30 days.

See AI training →
net per day of closed training for the team
from €1,150
people in one training group
up to 15
after this time, we measure the effect on the same tasks
30 days

Questions

  • How much does an AI rollout in a school cost?

    At Syntalith a workshop day for teachers costs from €1,150 net. Tool licences and support after the sessions are agreed separately. A custom app is a different scope, from €3,000 net.

  • Where should a school start with AI?

    With teachers' work on materials, for example two versions of an explanation of the same topic or a task with an answer key. The first exercises need no student accounts and no student data.

  • How do we check that material prepared with AI is correct?

    A second person solves the task without looking at the key. A difference in the answers points to the passage to fix. Compare the preparation time together with checking and corrections.

  • Can we use AI on student data?

    That is a separate stage, which needs decisions in the school: the legal basis for processing, a tool approved for children's data and grading rules. The first editing exercises do not need any of it.

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.