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Custom software for reconciling subcontractor work

Short answer

An app for reconciling subcontractor work links time entries, managers' approvals and extra work to the invoice, so checking it needs no spreadsheet and no emails. First establish whether your current system needs better configuration, a small extension, or cannot handle the way you settle work.

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 · 6 min read

Example: the morning request inbox
Agent · ready

Statistics

Settling work and AI: statistics 2026

1.5 mo.

payback of €3,000 at 400 invoice lines a month: €2,792 of work today, €841 with checking and the model. Scenario.

Figures checked: 22 October 2026

What to check before closing the spreadsheet
  • Whether a time entry points to the job and the task in the contract
  • Who approves the work and where the approval is recorded
  • How extra work outside the scope is described
  • Whether an invoice line points to a contract line

What to settle before you close the spreadsheet

Say a subcontractor was to prepare documentation for a project. In the time records they logged work on the agreed documentation and an extra summary they were asked for later. The manager approved the original scope as done. The extra task is still in dispute: the team has not yet agreed whether it was part of the earlier arrangement or should have been a separate job. The subcontractor put both pieces of work on one invoice line.

The person checking this invoice has to establish which work the manager approved. They need the manager's confirmation for the documentation, and the information that the extra summary is waiting for a decision. The subcontractor's entry shows only what they reported as work done. It does not extend the manager's approval to the second task.

A useful screen would set the invoice line against both pieces of work. For the documentation, it would let you open the approval and check what it covered. For the extra summary, it would show the reason for the discrepancy and the person who has to clear it up under the company's rules. The employee would not have to rebuild this story from emails again. Judging the disputed task would still belong to the people responsible for arrangements with the subcontractor.

In such a project, linking the work to the right job and the contract scope matters more than importing hours. The same subcontractor may do several tasks for the same client. The company name and the month on the invoice are then not enough to assign the entries. If employees only work out in the spreadsheet which job the work belongs to, the app has to help clear up that gap. Automatic matching on a similar description could simply hide the mistake.

A ready system may already have the subcontractor reconciliation features you need

A time tracking SaaS and a project system can cover different parts of this work. Before you order a new program, ask the vendor or the administrator to walk through the example above in the tool you use. See whether it can tell reported work from approved work and show what an invoice line refers to.

Such features exist in ready project tools: recording subcontractors' time, expenses and materials, approving work and matching recorded costs to supplier invoices. This set of features is useful in a conversation with your system's vendor.

A detail matters here: in some programs, an invoice line has to point to a line of the subcontract to link costs to it, and without that reference the program shows only the verification status. Marking an invoice as checked may therefore give less information than an employee looking for the basis of an approval expects.

You have to confirm that the features are available in your own edition. Microsoft also notes limits on handling fixed-price subcontracting in some Project Operations scenarios. If you settle jobs that way, the vendor's demo should cover exactly that case.

How big a change you need

Configuration is enough when the current product can store the links and approvals, but the team does not use those features. The rollout work can then mean tidying the jobs and agreeing where the manager confirms the scope done. Allow for the time employees need to change their habits. An extra program helps little if confirmations still go only to the manager's private mailbox.

A small extension makes sense when work tracking runs well and what is missing is a view that compares it with the invoice. It could fetch entries and approvals from the current system, set them against the document and guide the clearing-up of discrepancies. Before choosing this path, check whether the vendor lets you fetch the information you need and later corrections. A total of hours will not tell you that the manager approved only the original scope. The connection has to carry the approval information too.

Your own app is worth considering when different jobs have different rules for describing and approving work, and employees keep rebuilding these links outside the system. It can cover only the reconciliation of subcontractor work and work alongside the accounting program you use. You do not have to assume up front that all tools will be replaced. Include a ready project module in the comparison too, if it handles your case without elaborate workarounds.

None of these options automatically needs AI. A model can help find matching descriptions of work, and textual similarity does not replace an approval. First solve the problem of the missing links between the job, the work done and the invoice.

What remains to handle after the rollout

Go back to the extra summary in the example. Once the company has settled the matter, the person responsible adds the decision. The app should keep the earlier record and show why the status changed. In the same way, a correction to the time records has to refer to the previous entry, so an employee does not take it for more work done. The next person can then understand the case without asking the spreadsheet's author what their markings mean.

If the subcontractor is to explain entries themselves, they need access to their own jobs and the comments on their work. Agree the scope of that access separately from the view of a company employee who compares invoices from many suppliers. We cover the wider topic of working with outside firms in the article on a custom request system for partner networks.

When you compare costs, include upkeep of the connections to current tools and help for employees when data for reconciling an invoice is missing. On the company side, someone has to own the current rules for approving work. The software supplier needs an agreed scope of support for the app and a way to request changes. Finishing the build does not settle these duties.

Before moving the data, decide what happens to open discrepancies and where the history of closed cases stays. The export should let you rebuild the links between work, approval and invoice. For a custom app, also discuss ownership of the code, the terms for using it and whether another supplier can take over upkeep. These arrangements affect your later freedom to change supplier as much as the ability to export data from a SaaS.

A conversation about one manual reconciliation

Syntalith builds custom apps. A possible project here is a screen that links work records to approvals and the invoice, with a place to explain discrepancies. Its scope can be limited to one type of job, to judge whether employees can follow a case without an extra spreadsheet. The choice between an extension and a separate app depends on what your current system makes available.

For the first call, it is enough to tell us about the last invoice where you had to hunt for confirmations and who helped find them. Name the tool you use and explain what you add in the spreadsheet. You need no full specification and no confidential documents. A custom app at Syntalith starts from €3,000 net (pricing).

What a subcontractor reconciliation app costs and when it pays back

Scenario: 400 invoice lines a month
Today
400 invoice lines × 12 min = 80 h × €34.90 = €2,792
With the system, a person checks the output in 30% of the time
€838
Model, 1 call per case, Claude Sonnet 5.5
€3
Cost of one case
€6.98 today, €2.10 with the system
Saving
€1,951 a month

Payback of €3,000

1.5 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: 3,000 input tokens and 300 output tokens per call at Anthropic's rates, converted at the ECB rate of 1.1205 USD per euro.

What we measure in the trial
  • Time from receiving a case to the result, before and after the change
  • Cases the app passed to a person
  • Corrections by the person checking
  • Model and maintenance cost at the target volume

Where to start

In the free process review we choose one process and count the team's volume and working time, and within 2 working days you get a written summary with a price. We build as part of AI apps, and we price maintenance separately.

Worked example · Scenario

How we count the payback: settling subcontractor work

We run the same count for your team in the free process review.

€4,363

a month for handling 1,500 job emails

Payback: 0.8 mo.

5 minutes to read an email and reply 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 3,000 + 600 tokens per message with a draft reply, at the ECB rate of 1.1205 USD per euro on 22 October 2026.

See the full calculation →

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 you check subcontractor invoices without a spreadsheet?

    By linking time entries, approvals and extra work to the invoice line in one view. The employee sees the basis for each line before approving payment.

  • Can a ready project tool handle it?

    Often, yes: project tools have subcontractor time tracking and matching of costs to invoices. Your own app makes sense when jobs have different rules for describing and approving work.

  • How much does it cost?

    At Syntalith apps, automations and AI agents start from €3,000 net. At 400 invoice lines a month of 12 minutes each, the payback is 1.5 months.

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.