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HR and payroll · Rollout scenario · Updated

OCR in HR: the date and the right document version

The system reads fields from HR documents and sends them to an authorised employee for checking. The payroll team calculates pay.

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

How much does automated reading of HR documents cost, and when does it pay back?

Short answer

Automated reading of HR documents costs from €3,000 net. In our scenario it pays back in 2 months. Today, copying 1,000 documents by hand costs €1,745 a month. With the system, the same work costs €269. The HR and payroll team sets pay and entitlements. The system reads the fields and gives their source. The test on your process is free.

Statistics

Documents, data and AI statistics 2026

Figures checked: 22 October 2026

Cost today · Scenario

What copying documents costs you today

€1,745

a month for copying 1,000 documents by hand

Payback: 2 mo.

In your company

  • Company of up to 100 people

    500 documents · €873 a month

    4.1 mo. payback

  • Company of up to 300 people

    1,000 documents · €1,745 a month

    2 mo. payback

  • Company of more than 500 people

    3,000 documents · €5,235 a month

    0.7 mo. payback

The team gets back about 43 hours of work a month, or 5 working days, and the company €17,712 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

1,000 × 3 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 €7. That leaves €269. The saving is €1,476 a month, so €3,000 pays back in 2 months.

Assumptions: 3 minutes to copy the fields from a document 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 about €0.007 per document: OCR in our system cost €1.17 for 181 files, and a separate read about €0.0008, converted at the NBP rate of 21 October 2026 and 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 in data entry

Today

  1. An employee brings in a certificate

    Team

  2. HR types in the dates

    Team

  3. The document version is old

    Team

  4. An error on the payroll

    Team

  5. A correction

    Team

With the system

  1. The document reaches the system

    Client

  2. Checks the quality and page type

    System

  3. Reads the fields with their source

    AI

  4. An authorised HR employee checks the uncertain ones

    Person

  5. Checked data moves on

    System

What stays with people: The HR and payroll team sets pay and entitlements. The system reads the fields and gives their source.

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 PDF reading system we have already built

It checks every PDF page and runs OCR only on pages that are images. In a sample of 181 files and 496 pages, OCR cost €1.17. A damaged or unreadable document goes to a person. Demonstrator on test data.

See AI automations →

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 · 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

  • Reading the fields you choose
  • The place in the source for every field
  • Uncertain reads stopped
  • Export to your program

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 automated data entry 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 documents.

  • Does the system calculate employee entitlements?

    No. It reads the chosen fields and sends them for checking. The team sets entitlements and pay.

  • When does it not pay off?

    Below 170 documents 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.

  • What do we need to prepare?

    20 to 100 HR documents from recent months (anonymised on request) and the list of fields you type into the HR program.

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.