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Teamwork · Rollout scenario · Updated

AI for teamwork: case handovers with nothing agreed lost

ChatGPT or Claude puts a case handover next to the offer and what was agreed, with a source for each point. The person taking over checks and confirms.

ChatGPT or Claude, team of up to 10 people
from €1,150 net
  • Review and written plan: €0
  • Results measured after 30 days

How much does an AI rollout for teamwork cost, and when does it pay back?

Short answer

An AI rollout for teamwork costs from €1,150 net. In our scenario it pays back in 1 month. Today, finding agreements and handing over cases in a team of 10 costs €4,534 a month. After the rollout, the same work costs €3,353, licences included. The manager assesses the scope and assigns the work. The tool collects what was agreed, with sources. The first call with an engineer is free.

Statistics

Finding information and AI at work statistics 2025

Figures checked: 22 October 2026

Cost today · Scenario

What finding agreements costs you today

€4,534

a month for finding agreements and handing over cases in a team of 10

Payback: 1 mo.

In your company

  • Team of 5

    5 people, 3 h a week · €2,267 a month

    1.9 mo. payback

  • Team of 10

    10 people, 3 h a week · €4,534 a month

    1 mo. payback

  • Company of 30

    30 people, 3 h a week · €13,601 a month

    0.6 mo. payback

The team gets back about 39 hours of work a month, or 5 working days, and the company €14,172 a year. We count after the time a person spends checking and after the licences.

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

How we calculate it

10 people × 3 h a week × 4.33 weeks = 129.9 h × €34.90 = €4,534 a month. With ChatGPT or Claude we assume this work takes 30% less time (€1,360), and licences for 10 people cost €178.54. The saving is €1,181 a month, so €1,150 pays back in 1 month.

Assumptions: 3 hours a week per person for finding agreements and handing over cases is our assumption. A 30% cut sits within the range of controlled studies (MIT: 40%, Harvard and BCG: 25%). €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat, for companies with 10 or more employees. Licence: ChatGPT Business or Claude Team at 20 USD per person a month on annual billing, about €17.85 at the ECB rate of 1.1205 USD per euro on 22 October 2026. Rollout: from €1,150 for up to 10 people, from €2,300 for 11 to 40 people.

Book a free process review (30 min)

We will calculate it on your tasks.

How it works

What changes in the team's work

Today

  1. A salesperson sells a workshop and recommendations

    Team

  2. The handover mentions only the workshop

    Team

  3. The manager plans less work

    Team

  4. The client asks about the recommendations

    Client

  5. Work done in a rush

    Team

With the system

  1. The salesperson adds the offer and notes to the project

    Person

  2. A scope list with a source for each point

    AI

  3. Questions for the salesperson

    AI

  4. The manager checks and confirms

    Person

  5. The team works to the full scope

    Team

What stays with people: The manager assesses the scope and assigns the work. The tool collects what was agreed, with sources.

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

Answers only from documents the person asking can open

We built search across company documents that answers only from files the person asking can open, and gives the source. A document outside their permissions never reaches the search. In the recorded run the answer was produced locally with a median of 521 ms.

See the 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 ↗

„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 →

How to start

How to start. The first two steps are free.

  1. 1 · 30 min

    Free process review

    €0

    An engineer works out with you how many people and which cases the rollout covers.

  2. 2 · 2 working days

    Written plan

    €0

    Accounts, connections, rules for working with data and the training programme. You get a fixed price before the contract.

  3. 3 · 2 weeks

    Rollout in the team

    from €1,150

    ChatGPT or Claude accounts, projects with company knowledge and team training. After 30 days we time the same tasks again.

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

  • Company accounts with roles and your own administrator
  • Department projects with offers, templates and rules
  • Training on your own case handovers
  • Measurement sheet before and after 30 days

What happens to your data

  • On Business and Team plans the provider does not train models on company data by default.
  • Before we connect anything, we check that the tool cannot see files the employee has no access to.
  • Where personal data is involved, we sign a data processing agreement first.

After the rollout you keep the accounts with your own administrator, the AI policy, projects with company knowledge and the measurement sheet. You buy licences directly from OpenAI or Anthropic, with no mark-up from us. Already use ChatGPT or Claude? A review of your setup takes one day and costs €450 net.

Questions

  • How much does a team rollout cost?

    From €1,150 net for a team of up to 10 people, paid once, in 2 weeks. For 11 to 40 people, from €2,300 net. You buy ChatGPT Business or Claude Team licences directly from the provider, about €17.85 a person a month on annual billing.

  • Do we need a new task system?

    Usually not. We work with the tools you already use. ChatGPT and Claude connect to Microsoft 365, Google Workspace and Slack, and your administrator sets the access.

  • When does it not pay off?

    When a team of 5 people spends less than 0.8 hours a week per person on this work, the payback takes more than a year. Then Business or Team accounts and the provider's documentation are enough. We will help you choose a plan in the free process review.

  • What do we need to prepare?

    A list of 3 tasks each department does every week, sample files for them and the person who will administer the accounts.

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.