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Project cost control: one expense in two spreadsheets

Short answer

When equipment worked on two projects and both managers entered the full rental cost in their spreadsheets, the company doubles the expense in its reports. A cost control app saves the source item once and shows the approved split and the history of corrections. First check whether the project module in your current system is enough. The app costs from €3,000 net at Syntalith and pays back in 1.9 months at 400 items a month.

How we workDetails ↓

  1. 01Call30 minutes with an engineer, free
  2. 02PrototypeA working system on your process and data, free
  3. 03ImplementationTarget and fixed price in the contract; 50% at signing
  4. 04Acceptance50% once the agreed target is met
net per application, fixed price before contract
from €3,000
from signing the contract to acceptance
4–10 weeks
free prototype on your documents
€0

We belong to the OpenAI and Anthropic partner programmes and learn through their official courses. What this means ↓

Author: Syntalith · 3 min read

Example: the morning request inbox
Agent · ready

Statistics

Costs and automation in companies: statistics 2026

1.9 mo.

payback of a €3,000 app at 400 project cost items a month: €1,861 of reconciling by hand, €282 with checking. Scenario.

Figures checked: 22 October 2026

Where the item in the project came from

A company rents equipment used by the teams of two projects. Both managers get the same invoice line and copy its full value into their summaries. The financial controller notices the repetition and needs data on how the equipment was used, to split the cost by the rule finance has adopted.

One cost, one split
  1. 01SourceThe invoice line saved once, with the rental period.
  2. 02UseConfirmed data on how the equipment was used in both projects.
  3. 03SplitThe controller prepares a split for approval.
  4. 04CorrectionA manager reports a gap in the register, and the reviewer corrects it and records the reason.
  5. 05HistoryBoth managers see the new split, and the previous version stays available.

The controller does not rebuild corrections from successive copies of a spreadsheet, because each change has a reason and a date. A manager opening the cost of their project goes to the shared item and sees what their part comes from.

What you need to know before comparing projects

Finance sets how shared costs are split and the data needed to apply the rule. The app mirrors that rule and shows which proposals are waiting for review, so that a manager does not take a working proposal for an approved one. Costs incurred also have to be kept apart from commitments for further work. The accounting entries stay in the current system, and the app serves internal project control.

An accounting system, an integration or a separate app

Dynamics 365 lets you compare the original budget with actual and committed costs, depending on the forecast and the configuration. Base the conversation with your administrator on one shared cost.

Three routes
  • The system keeps the source and supports your split rule

    configuring the module

    no new app

  • The items are in the system, the use and explanations elsewhere

    an integration with a review of the split

    from €3,000

  • Reconciliation keeps happening outside the system

    your own app for one kind of cost

    from €3,000

What it costs and when it pays back

Scenario: 400 project cost items a month
Today
400 items × 8 min = 53.3 h (€1,861)
With the system a person checks the output in 15% of the time
€279
Model, 1 call per case, Claude Sonnet 5.5
€3
Cost of one case
€4.65 today, €0.70 with the system
Saving
€1,579 a month

Payback of €3,000

1.9 months

The volume, the time and the checking share are the scenario's assumptions. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat. Model: 2,000 input tokens and 400 output tokens per call at Anthropic's rates, at the ECB rate of 1.1205 USD per euro on 22 October 2026.

The quote depends on the number of sources and the work of tidying the existing records. With your own solution, agree with the contractor who maintains the connection to the system and who deals with an item that did not arrive or arrived twice.

Keep the sources when moving open projects

Before you move the data
  • Rows from different spreadsheets linked to the same source item
  • An approved split told apart from one that needs clarifying
  • An export with the source item, the split and the reasons for corrections
  • Ownership of the code, the data and the documentation
  • The access another contractor would need to take over upkeep

As part of custom apps and integrations, we join items from your current system with data on the use of shared resources and the approval of the split. Finance brings the split rules and the definitions of categories. For the conversation, bring a shared cost whose split recently caused a dispute, and a description of the places where the same item was recorded.

This is how we implement it in companies

All case studies →

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 →
Kuba Koziej, CEO and co-founder of MoreGrowth and board member at Natu.Care

Kuba Koziej

CEO and co-founder, MoreGrowth

„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.”

View the original training review on LinkedIn ↗

When an off-the-shelf tool does not fit, we build your own.Book a free process review (30 min) →

How we build automation and agents

From a conversation to a working system in four steps.

  1. 01 · 30 min

    Free process review

    €0

    You're talking to an engineer. You receive the written plan within 2 business days.

  2. 02 · 5 days

    Free prototype

    €0

    The system works on 20-100 cases that your team has already handled. You see every result.

  3. 03 · 2–16 weeks

    Build

    50%

    Fixed price and goal written in the contract. First installment upon signing.

  4. 04 · after reaching the goal

    Reception

    50%

    You pay the second installment when the system reaches its target on your cases.

How a free prototype is created

Mon.

We set a goal

What result do you consider good?

Tue–Wed

The system is working

It goes through your affairs, one by one.

Thu

We compare

We check every difference with the team's work.

Fri

Result and price

List of errors and fixed implementation price.

You choose the matters. We anonymize them upon request, they stay in the EU and we delete them after the test.

On the market, such a test usually costs from PLN 3,000 to PLN 8,000.

Book a free process review (30 min)

We establish a prototype during a free analysis.

Data checked on October 25, 2026.

„Is my data safe?”

Yes. You choose where they go: from your company account to the model on your server.

  1. 00Employee's private account

    Customer and company data ends up in an account that the company cannot see or control. There is no data processing agreement, so it is a violation of the GDPR. When an employee leaves, the chat history goes with them.

  2. 01ChatGPT or Claude corporate account

    The provider does not use your data to train models. A copy of the queries remains in his logs for up to 30 days.

  3. 02API with zero retention (ZDR)

    The provider processes the request and does not save anything. It requires his consent, we prepare the application together.

  4. 03Processing in the EU

    Queries are counted and stored in Europe: OpenAI in the EU region, Claude via clouds with the EU region.

  5. 04Model at your place

    The open model runs on your server or in your cloud in the EU. The data does not go outside the company.

What we do with every implementation

  • Confidentiality agreement and data processing agreement before we receive any data.
  • You choose the cases for the prototype and we anonymize them upon request.
  • The data stays in the EU and we delete it after the test.
  • Corporate accounts with an administrator on your side.

When data cannot leave the company

The open model runs on your server or in your cloud in the EU. To choose from:

White-tailed eagle
Polish model, SpeakLeash and ACK Cyfronet AGH
PLLUM
Polish model, HIVE consortium commissioned by the Ministry of Digitization
Qwen
Alibaba
GLM
Zhipu AI
DeepSeek
DeepSeek

We select a model for the task and check it on your cases. We run it, tune it and maintain it.

Source: Bielik and PLLuM, ACK Cyfronet AGH ↗ · PLLuM, Ministry of Digitization ↗

Do you have a lot of your own data? We will fine-tune the small model.

  1. 1 Your examples
  2. 2 tuning
  3. 3 test on new cases
  4. 4 model at your place

When you have thousands of similar emails, documents or reports, we teach a small open model based on your examples. It works for you, responds quickly and costs less to maintain than a large model. We measure quality on issues that the model has not seen while learning.

Przemysław and Piotr did it in large programming and consulting companies. Artem did it before and does it today at Syntalith. It's about models on your own infrastructure, tuning and quality measurement.

You choose the protection level during the interview. We sign the data processing agreement before we see any data.Schedule a free analysis →

Custom AI apps

When an off-the-shelf tool does not fit, we build your own.

We build an application with a language model for the work of your team: searching the company's knowledge, case panel or portal. We check the validity of your documents before launch, and the code stays with you.

See AI applications →
net per application, fixed price before contract
from €3,000
from signing the contract to acceptance
4–10 weeks
free prototype on your documents
€0

Questions

  • How do we avoid a double cost on two projects?

    Save the source item once and assign only approved parts to the projects, by a rule set by finance, for example confirmed use of the equipment. The manager sees their part and the source it comes from.

  • Is the project module in our accounting system enough?

    Often it is. Base the check on one shared cost, and ask your administrator whether the system keeps the source item, supports your split rule and lets you go back to an approved correction.

  • How much does a project cost control app cost?

    At Syntalith from €3,000 net. The quote depends on the number of sources and the work of tidying the existing records. At 400 items a month at 8 minutes each, the payback is 1.9 months.

  • What about open projects when moving the data?

    First identify the rows in different spreadsheets that refer to the same source item. Moving both full entries would recreate the error in the new app.

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
When we roll out ChatGPT, Claude or Copilot, you buy the licences directly from OpenAI, Anthropic or Microsoft and they invoice you. We add nothing to the licence.
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.