Analysis

What does chaos cost your company? How to calculate the hidden costs of errors, delays and lost enquiries

This article is for CEOs and CFOs who can see the effects of disorganised processes – corrections, late invoices, unanswered enquiries – but do not have them in any report. We show which items make up the cost of chaos, how to calculate each one and how to present the result to the management board in a way that is credible.

Author: Kacper Włodarczyk, CEO of ALGORCOMPPublished: May 13, 2026Reading time: 11 min readBusiness process automationFor: Mid-sized company
What does chaos cost your company? How to calculate the hidden costs of errors, delays and lost enquiries

Why the cost of chaos has no line of its own in the accounts

Operational chaos is a situation in which the same work is done in different ways, data sits in several places and matters get stuck between departments. Its effects are visible, but spread across many accounting items.

A corrective invoice reduces sales revenue. Interest on a late payment goes into finance costs. Overtime goes into payroll, and a departing employee into recruitment and training costs. Each of these items looks like a separate, minor problem.

That is why the management board discusses quality, staff turnover and payment terms at three different meetings. Often all three problems have the same cause: a disorganised process.

The five items in the cost of chaos and how to calculate each one

The table below breaks the five items down into formulas and suggests where to find the data. Delays have two rows, because late payments to suppliers and late invoices to customers are calculated separately. Calculate them all once, then focus on the largest.

Time spent on duplicated work is calculated in the same way as any manual work time: number of repetitions × minutes × hourly cost. We describe the method in detail in a separate article on measuring the time spent on manual processes.

Cost items of chaos, formulas and data sources
ItemHow to calculate itWhere to get the data
ErrorsNumber of corrections and complaints × average cost of handling one (time, shipping, discount for the customer)KSeF and the accounting software (corrective invoices), complaints register
Late payments to suppliersCompensation and statutory interest, if suppliers claim them, plus early-payment discounts lostAccounting software, interest notes, terms of supplier contracts
Late invoicingAnnual sales × average days of delay ÷ 365 × annual cost of moneyDate the service or delivery was completed versus the invoice date, interest rate on the working capital loan
Duplicated workHours spent redoing work, searching for information and reconciling versions × hourly costConversations with the team and measurement on a sample
Lost enquiriesEnquiries not answered within a reasonable time × your usual win rate × average margin per orderEnquiries inbox, CRM, website form
Staff departuresDepartures where the way work was organised was the reason × cost of replacing one personHR department, exit interviews
What does chaos cost your company? How to calculate the hidden costs of errors, delays and lost enquiries

Example: a services company with 40 employees

Take a hypothetical services company with annual turnover of PLN 18 million and an average margin per order of 25%. All the figures below are assumptions for the example, not market data. The table under the text summarises the results.

Errors: 280 corrections and complaints a year, at an average of PLN 600 each for handling time and customer discounts, gives PLN 168,000. Late payments: 120 invoices paid after the due date, each with EUR 40 compensation, or about PLN 170 at an exchange rate of PLN 4.25. That is PLN 20,400, provided suppliers claim the compensation.

Late invoicing: the company issues invoices on average 7 days after completing the service. It is as if it were permanently waiting for about PLN 345,000 (PLN 18 million × 7 ÷ 365). At a cost of money of 9% a year, such as the interest on a working capital loan, this means about PLN 31,000 a year.

Duplicated work: measurement showed half an hour a day per person, so 40 people × 0.5 h × 220 days × PLN 70 gives PLN 308,000. Lost enquiries: 120 enquiries a year went unanswered for two days, and the company usually wins one in five. That is 24 orders at PLN 20,000 each, or PLN 480,000 in revenue, but only PLN 120,000 in margin.

Departures: exit interviews show that three departures in the year were linked to frustration with how work was organised. At a replacement cost of PLN 25,000 per person, that gives PLN 75,000. The total comes to about PLN 722,000, or about 4% of turnover.

Hypothetical calculation of the cost of chaos (turnover PLN 18 million, margin 25%)
ItemCalculationAnnual cost
Errors280 × PLN 600PLN 168,000
Late payments to suppliers120 × EUR 40 (about PLN 170)PLN 20,400
Late invoicingPLN 18 million × 7 ÷ 365 × 9%PLN 31,068
Duplicated work40 people × 0.5 h × 220 days × PLN 70PLN 308,000
Lost enquiries24 orders × PLN 20,000 × 25% marginPLN 120,000
Staff departures3 × PLN 25,000PLN 75,000
Total–PLN 722,468 (about 4% of turnover)

How to collect the data in three weeks

The calculation in the example does not require an external audit. It requires someone to lead it, access to the systems and a few conversations with managers. Below is a three-week plan.

The second week usually takes the most time, because the data is spread across different systems. So it is worth involving someone from accounts from the start, who knows the software and where to look for corrections.

  • Week 1: conversations with department managers. Questions: how many times last month did something have to be corrected, which enquiries went unanswered, where do matters most often get stuck?
  • Week 2: data from the systems. Corrective invoices from KSeF or the accounting software, interest notes, service completion and invoice dates, response times to enquiries from the inbox or CRM, departures from HR.
  • Week 3: spreadsheet and verification. Calculate each item using the formula, and review the result with the CFO and managers to remove any double counting.
A summary of the five cost items of operational chaos in a CFO’s spreadsheet

Chaos rarely appears in reports under its own name – it hides in corrections, interest, overtime and enquiries that nobody answered.

Five mistakes that inflate or understate the result

An exaggerated figure makes an impression at the first meeting, but quickly loses credibility once the CFO starts checking it. The mistakes below are the most common in calculations of this kind.

It is better to present the management board with a cautious figure that anyone can check than an impressive one that nobody can defend.

  • Adding revenue to costs. A lost enquiry means lost margin, not the full value of the order – in the example, PLN 120,000 rather than PLN 480,000.
  • Double counting. An hour spent correcting a wrong invoice cannot appear under both “errors” and “duplicated work”.
  • Assuming everything can be recovered. Some errors and delays will remain even after processes have been sorted out, so the saving is always smaller than the cost of chaos.
  • Counting all departures as a cost of chaos. People also leave because of pay, moving house or a promotion at another company. Count only those where the way work was organised was a real reason.
  • Figures without a source. Each item should state where the data comes from: the system, a measurement or an assumption.

Which processes are most often sorted out first

In calculations of this type, the largest items are usually linked to the four areas listed below. That does not mean your company will be the same, so choose only after you have done the calculation.

Each of these areas can be improved in stages. The first stage often does not need a new system, just a clear rule and a single place for the data.

  • Handling enquiries. All enquiries in one register, with a named person responsible and a response deadline, and overdue ones visible to the manager.
  • Preparing quotes. One current price list and quote template instead of copying previous quotes, which reduces pricing errors and corrections.
  • Approving invoices and contracts. A workflow with deadlines and holiday cover, so that purchase invoices do not wait until the payment date.
  • Documents and knowledge. A single place for the current versions of procedures, contracts and price lists, so that nobody works from an out-of-date file.

How to present the result to the management board

A short, four-slide presentation works best. On the first: the total cost of chaos broken down by item, with the data source for each. On the second: a cautious estimate of how much of it can be recovered within a year.

On the third slide, show the plan for the first process: what will change, who is responsible and what measure you will use to check the effect after three months. On the fourth, set the cost of the changes, broken down into its components, against the expected benefit.

Show cost savings and recovered margin separately. The CFO judges how certain each figure is differently and will want to see them apart.

Do not ignore the costs you cannot calculate either

Some effects of chaos are hard to express in zlotys. A key customer who has received a third wrong invoice in a year may not leave straight away, but will look at competitors at the next tender.

The same goes for the management board’s time. If the CEO settles disputes every day about who was supposed to do what, they are not working on growing the company. Do not add these costs to the calculation, but list them separately in the presentation as risks.

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FAQ

The cost of chaos in a company – frequently asked questions

The questions management boards ask most often after seeing the first calculation.

Can we assume that chaos costs a certain percentage of turnover?
We are not aware of any reliable study that gives such a figure for Polish companies. The result depends on the industry, scale and state of the processes. In the hypothetical example in this article it came to about 4% of turnover, but in your company it may be much more or much less.
How do we work out the cost of replacing an employee?
Add up the cost of recruitment (job adverts, agency fees, the time of the people conducting interviews). Then add the learning period, during which the new person works more slowly, and the time of colleagues who train them. The HR department can usually provide these figures for the last few recruitments.
Is it worth claiming compensation from customers who pay us late?
The law allows this without sending a demand for payment. The compensation is EUR 40 for amounts up to PLN 5,000, EUR 70 for amounts above PLN 5,000 and below PLN 50,000, and EUR 100 from PLN 50,000. It is, however, a commercial decision, because with a regular customer it may damage the relationship. Many companies use it only for repeated delays.
What if we have no data on response times to enquiries?
For two or three weeks, record every enquiry with the date received and the date of the first reply, even in a simple table. That is enough for a first estimate, and it often shortens response times in itself.
How long will it take to sort out the first process?
That depends on the process and the number of systems that need to be connected. Clear rules, a register and accountability can often be introduced in a few weeks. Automation with system integration usually takes longer, so it is worth spreading it over stages with a measurement after each one.

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About the author

Kacper Włodarczyk — CEO of ALGORCOMP

Kacper Włodarczyk

CEO of ALGORCOMP

Kacper specializes in implementing Microsoft 365 Copilot, Copilot Studio, Power Platform (Power Automate, Power Apps, SharePoint) and AI agents for mid-sized B2B companies in Poland. He leads dozens of projects covering AI strategy, Power Platform governance, document workflow automation and sales processes. In his writing he focuses on the practical side of AI adoption in organizations — from the first proof of concept to company-wide rollout — with particular attention to data security, compliance (GDPR, NIS2, the AI Act) and return on investment.

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