AI Automation in the Workplace: Script or Agent? One Process, Two Bills

A request for a quote comes in via email; someone enters the data into the CRM and sends back a quote. This process can be automated with a script for two thousand zlotys or an AI agent for twenty thousand. It’s not the technology that makes the difference. It’s the number of exceptions your process actually has.

Below are both options fully costed out using the same example, including maintenance costs and what typically breaks down in the sixth month.

The Same Process, Two Solutions

The company receives one hundred RFQs per month. Each one takes a sales rep about twelve minutes to handle: read it, extract the data, enter it into the CRM, generate a quote, and send it back. That’s twenty hours per month.

Option one: a script. The automation system scans the inbox, recognizes the form, transfers the fields to the CRM, and sends back a template. Development cost: 2,000–8,000 PLN; monthly maintenance: 100–400 PLN. It works as long as the inquiries come in a predictable format.

Option two: an agent. They read a freely written email, understand what the customer is asking, select items from the price list, and formulate a response. Development cost: 15,000–30,000 PLN; monthly maintenance: 800–2,500 PLN.

The price difference is eightfold. The question is, what are you paying extra for?

The only question you need to ask yourself

Pull up your last 100 inquiries and count how many of them could be handled without a second thought.

If eighty or more come in the same format and require the same response, buy the script. The extra cost for an agent would go toward handling twenty cases, and that doesn’t add up.

If half or fewer are repetitive, the script will handle twenty percent of the work and leave the rest for you. In that case, the extra cost makes sense.

This single number matters more than all the tool comparisons combined. Check it before anyone shows you a demo.

What Goes Wrong in the Sixth Month

Both options have their own pitfalls. Learn about them before you choose, not after.

The script breaks when things change. A customer sends an inquiry in a different format, a supplier changes the form layout, or someone adds a field in the CRM. The script doesn’t report an error; it just quietly stops capturing some of the cases. You’ll usually notice this weeks later.

The agent breaks down when things drift. The price list changes, the offering expands, but the agent continues to respond based on outdated information. This isn’t a failure—it’s a slow divergence between the responses and reality. That’s why the subscription fee for the agent isn’t a fee for access, but for continuous fine-tuning.

If the provider doesn’t explain how it detects these two issues, ask. Their answer will tell you more than the entire price list.

Who maintains it when the developer leaves?

The most common scenario for failure has nothing to do with technology.

Someone at the company built the automation because they were interested in it. It worked for a year. Then that person changed jobs, and no one knows where it’s hosted, on whose account, or what will happen if it goes down.

Before you launch anything, figure out three things: whose account the system is on, who else has access besides the developer, and where the documentation explaining how it works is located. It takes half an hour and saves the project.

How much does it cost to maintain?

The monthly bill has three items, and only one is fixed.

The tool or hosting usually costs 30–150 PLN if you host it on your own server. Language model usage with an agent costs 50–300 PLN in a small company and increases with the number of cases, not the number of employees. Technical support costs 200–1,500 PLN, depending on how many processes you have and how often they change.

With a script, the second item is eliminated because there’s no model to pay for. This is the real reason why a simple process should stick with a script.

What happens when you reach out to us

We start by assessing your specific needs, not by demonstrating the tool. The business owner speaks with us; the conversation lasts 45 minutes and concludes with a recommendation for a solution along with a price range.

If the numbers point to a script, we’ll suggest a script—even though it’s eight times cheaper than a human agent. We’d rather have one working implementation than an expensive one that nobody uses.

The first phase covers a single process. After that, you’ll have the data and can decide whether to move forward. The team subscription starts at 3,875 PLN per month, and you can calculate the cost using the calculator before the call. The guarantee covers repairs at no extra charge.