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Quality control · Rollout scenario · Updated

Quality report: the result together with the sample size

The system joins inspection results with the sample size and the batch hold status, and every measure has a definition and a source. The quality manager approves.

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

How much does quality report automation cost, and when does it pay back?

Short answer

Quality report automation costs from €3,000 net. In our scenario it pays back in 1.9 months. Today, 12 h a week of report preparation costs €1,815 a month. With the system, the same work costs €272. Definitions of measures and batch decisions stay with quality. The system calculates results with the sample and the source. The test on your process is free.

Statistics

Reports and AI statistics 2025

Figures checked: 22 October 2026

Cost today · Scenario

What preparing the report costs you today

€1,815

a month for 12 h a week of report preparation

Payback: 1.9 mo.

In your company

  • Small plant

    6 h a week · €907 a month

    3.9 mo. payback

  • Mid-sized plant

    12 h a week · €1,815 a month

    1.9 mo. payback

  • Large plant

    40 h a week · €6,045 a month

    0.6 mo. payback

The team gets back about 44 hours of work a month, or 6 working days, and the company €18,516 a year. We count after the time a person spends checking.

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

How we calculate it

12 h a week × 4.33 weeks = 52.0 h × €34.90 = €1,815 a month. With the system, a person checks the output in 15% of the old time (€272) and the model costs about €0.0002 per commentary. That leaves €272. The saving is €1,543 a month, so €3,000 pays back in 1.9 months.

Assumptions: The hours for each firm size 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. We measured the model cost in our report system: a commentary with a check of the figures costs about €0.0002, 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 report.

How it works

What changes in preparing the report

Today

  1. Inspection results sit in several spreadsheets

    Team

  2. The defect rate ignores the sample size

    Team

  3. Batch holds sit in another system

    Team

  4. The report shows a misleading trend

    Team

  5. A customer asks for the data

    Team

With the system

  1. Pulls data from the agreed sources

    System

  2. Checks completeness and discrepancies

    AI

  3. Builds the report with the source of every figure

    AI

  4. The quality manager approves

    Person

  5. The release stays in the history

    System

What stays with people: Definitions of measures and batch decisions stay with quality. The system calculates results with the sample and the 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 management report we have already built

It builds the report from ERP, CRM and controlling-file exports and gives the source of every figure. A figure without a source stops the commentary before publication. A commentary with checks costs about €0.0002.

See the report 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 · 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

  • Data pulled from the agreed sources
  • A check of completeness and discrepancies
  • The source next to every figure
  • A history of report releases

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 automating this report 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 reports.

  • Does the system release or hold batches?

    No. It shows the hold status and the results with the sample. The quality manager makes the decisions.

  • When does it not pay off?

    When the report takes less than 2 h a week, 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?

    The last 3 quality reports, exports of inspection results and the definitions of the measures you use.

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.