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Architecture practices · Rollout scenario · Updated

AI for architects and design studios

Agreements with the client and contractors sit in emails and minutes. The app finds them with their source, and the architect decides on the answer.

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

How much does AI for an architecture practice cost, and when does it pay back?

Short answer

AI for an architecture practice costs from €3,000 net. In our scenario it pays back in 2 months. Today, searching the documentation for answers to 200 questions costs €1,745 a month. With the system, the same work costs €265. A licensed architect gives the answer to every new question. The test on your process is free.

Statistics

Searching for information and AI: statistics 2025

Figures checked: 22 October 2026

Cost today · Scenario

What searching for agreements costs you today

€1,745

a month for searching the documentation for answers to 200 questions

Payback: 2 mo.

In your company

  • Studio of 4

    100 questions · €873 a month

    4.1 mo. payback

  • Practice of 12

    200 questions · €1,745 a month

    2 mo. payback

  • Practice of 35

    600 questions · €5,235 a month

    0.7 mo. payback

The team gets back about 42 hours of work a month, or 5 working days, and the company €17,763 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

200 × 15 min = 50 h × €34.90 = €1,745 a month. With the system, a person checks the output in 15% of the old time (€262) and the model costs €3. That leaves €265. The saving is €1,480 a month, so €3,000 pays back in 2 months.

Assumptions: 15 minutes to find an agreement in emails and minutes 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.

Book a free process review (30 min)

We will calculate it on your project.

How it works

What changes when you look for agreements

Today

  1. A contractor asks about a detail

    Client

  2. The architect remembers it came up before

    Team

  3. Searches the emails

    Team

  4. Answers differently from last time

    Team

  5. The contractor has two versions

    Client

With the system

  1. The contractor's question

    Client

  2. Searches the project documentation

    System

  3. Earlier agreements with their dates

    AI

  4. The architect answers

    Person

  5. The answer joins the project history

    System

What stays with people: A licensed architect gives the answer to every new question.

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 document answer system we have already built

It answers only from documents the person asking has access to, and it gives the source with every answer. A document outside their permissions never enters the search. In the recorded run, an answer was produced locally in 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 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

  • Search across a chosen set of documents
  • A source with every answer
  • Permissions checked before the search
  • Gaps reported to the owner of the knowledge

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. Architects on ChatGPT or Claude: from €1,150 net for a team of up to 10 people.

Questions

  • Where should a design practice start with AI?

    With the questions from contractors and the client that someone has already answered once. In the review we choose one project to start with.

  • How much does an AI app for a design practice 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 questions.

  • Is ChatGPT enough?

    ChatGPT will help write a technical description, and that is a good first step, from €1,150 net for the team. Searching the whole project documentation with permissions needs an app.

  • When does it not pay off?

    Below 34 questions 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, with training on your own tasks.

  • What do we need to prepare?

    The written documentation of one project, the correspondence with contractors and 30 to 50 typical questions.

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.