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AI training request for proposal: a ChatGPT and Claude brief

Short answer

A request saying „please quote AI training for 20 people” tells the vendor how many participants there are, but not what they should learn. Describe the work the team should do after the sessions, and ask for separate prices for preparation, the workshop and further sessions. Add the team's time: 8 people at a six-hour workshop cost €1,675. Training at Syntalith costs from €1,150 net a day.

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 training in companies: statistics 2026

€1,675

is the cost of 8 people's time at a six-hour workshop, at €34.90 an hour according to Eurostat. It is an item worth seeing next to the vendor's price.

Figures checked: 22 October 2026

A training brief to copy

Without a description of the work you will get several programmes with similar names and quite different scopes, which cannot be compared. The brief fits ChatGPT training, Claude training or a programme that compares both tools. Fill in the fields in brackets, and pass on the real documents only once the access rules are agreed.

What else to add
  • Participants: number, roles, experience with AI
  • Organisation: online or in the office, dates, the longest session you can fit
  • Materials after the sessions: what the company receives and on what terms
  • Pricing: diagnosis and preparation, delivery, licences, travel, extra groups, consultations
  • Trainer: who leads, an example exercise, how participants' independence is shown

An example: a brief for a sales team

Eight salespeople prepare quotes from customer enquiries, and the manager sends drafts back because nobody knows where the dates and terms come from. The programme's goal is a quote with a list of sources and questions about missing data. For the first version of the exercise, an example customer brief, a description of services and the approved price list are enough, plus a case with an old version of the price list and a date that needs confirming.

The sign-off criterion: the participant prepares a draft on a new brief, points to the source of every price and does not fill in a missing date. The person responsible for quotes sets the required level of accuracy. This kind of work is described in the guide to ChatGPT in sales.

Compare the answers in one table

CriterionWhat to look for
FitThe exercise matches the task in the brief
IndependenceA new attempt and feedback
Access and dataWho prepares the accounts and approves the materials
TrainerThe person who really leads the sessions
Materials and supportA list of deliverables, the dates and the scope of consultations
BudgetThe full price for the group, extras listed separately

Add a column with the place in the proposal each answer comes from, so that when you choose you can go back to the contractor's answer and compare what was written. A missing answer does not mean the vendor cannot do something. It means you need to clarify it before you choose. Do not fill missing information with a top score for an attractive presentation.

How to state the budget without closing the scope

Budget: the service and the team's time
Running the workshop
from €1,150 net a day
Participants' time
8 people × 6 h × €34.90 = €1,675

Total from €2,825 plus licences and any consultations

The length of the workshop and the number of participants are the example's assumptions. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat.

Give a cap for the service and, separately, the team time available, and ask the vendor for a core scope and prices for optional work. You then see what fits the budget and what you give up before you sign the order. More items are described in the training cost calculation. Send us your completed brief, and mark the open fields as open. You can compare the scope with Syntalith's team training offer.

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 do we write a request for proposal for AI training?

    Describe a specific task and how it runs today, the result after the training checked on a new example, the participants and their experience, the approved tools, the materials and the data limits. Ask for separate prices for preparation, delivery, licences, travel and consultations.

  • How do we compare AI training proposals?

    In one table: how well the exercises fit the task in the brief, a solo attempt with feedback, access and data, the trainer, materials and support, and the full price for the group with the extras listed separately.

  • How much does AI training at Syntalith cost?

    From €1,150 net a day. Add the participants' time to the budget: 8 people for 6 hours cost €1,675 at €34.90 an hour, the EU average labour cost according to Eurostat (2025).

  • Do we have to buy licences for the whole company straight away?

    No. On the first call you can agree the task and the scope, and prepare accounts for the exercises for the training group only.

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
When we roll out ChatGPT, Claude or Copilot, you buy the licences directly from OpenAI, Anthropic or Microsoft and they invoice you. We add nothing to the licence.
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.