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HR and recruitment · Rollout scenario · Updated

Recruiter assistant: the approved hiring process with its source

A recruiter asks how a hiring round runs, and the app answers from the team's instructions and the round's details. People assess the candidates.

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

How much does a private AI assistant for recruitment cost, and when does it pay back?

Short answer

A private AI assistant for recruitment costs from €3,000 net. In our scenario it pays back in 2.2 months. Today, finding answers to 400 questions in documents costs €1,629 a month. With the system, the same work costs €250. People review CVs, rank candidates and decide who to hire. The app answers questions about the process. The test on your process is free.

Statistics

Finding information and AI statistics 2026

Figures checked: 22 October 2026

Cost today · Scenario

What searching documents costs you today

€1,629

a month for finding answers to 400 questions in documents

Payback: 2.2 mo.

In your company

  • 1 recruiter

    200 questions · €814 a month

    4.4 mo. payback

  • HR team of 5

    400 questions · €1,629 a month

    2.2 mo. payback

  • HR department of 15

    1,200 questions · €4,886 a month

    0.7 mo. payback

The team gets back about 40 hours of work a month, or 5 working days, and the company €16,548 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

400 × 7 min = 46.7 h × €34.90 = €1,629 a month. With the system, a person checks the output in 15% of the old time (€244), and the model costs €6. That leaves €250. The saving is €1,379 a month, so €3,000 pays back in 2.2 months.

Assumptions: Our assumptions are 7 minutes to find a recruitment rule or an answer for a candidate, and checking in 15% of the old time. €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 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 documents.

How it works

What changes when you look for answers

Today

  1. A candidate asks about the next stage

    Client

  2. The recruiter does not remember what the manager agreed

    Team

  3. Searches the emails

    Team

  4. Gives a vague answer

    Team

  5. The candidate withdraws

    Client

With the system

  1. The recruiter asks about the hiring round

    Team

  2. It searches the instructions and the role sheet

    System

  3. An answer with the stage and its source

    AI

  4. The recruiter answers the candidate

    Person

  5. A missing agreement goes to the manager

    System

What stays with people: People review CVs, rank candidates and decide who to hire. The app answers questions about the process.

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 can open, and gives the source with every answer. A document outside their permissions never reaches the search. In the recorded run the answer was produced locally with a median of 521 ms, with no fees for an external API.

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 ↗

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 · 4–10 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 knowledge owner

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.

Questions

  • How much does a private ChatGPT on company documents cost?

    From €3,000 net, paid once. After the 5-day test the build takes 4 to 10 weeks. You get a fixed price before the contract: 50% on signing and 50% after acceptance on your own questions.

  • Does the app assess candidates?

    No. It answers questions about the hiring process from approved material. Under the AI Act, assessing candidates is a high-risk area, with obligations from 2 December 2027.

  • When does it not pay off?

    Below 80 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 projects on your own documents.

  • What do we need to prepare?

    Your recruitment instructions, the sheets for open roles and 30 to 50 questions recruiters ask most often.

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.