A tiling specialist — an SME with no IT department, no data team and no AI budget — saves 6 hours a week thanks to a Claude subscription costing €20 a month. They use it to draw up quotes, check invoices and process orders. No implementation process. No consultant. No months of preparation.
Yet AI is still not commonplace in SMEs. Exact’s SME Barometer 2025 reveals that 60% of SMEs do not know how to apply AI and 58% find it difficult to benefit from it quickly. Understandable, because the perception surrounding AI has long since ceased to match reality. You don’t need expensive tools, an IT specialist or a large budget. What you do need: a specific task, a subscription and the willingness to get started.
Why SME directors wait too long
The classic pattern: the director wants to do something with AI, asks the IT department, and the IT department in turn hires an external agency. Three months later, there is a quote for an implementation project costing €40,000 — and not a single employee is doing anything differently from before. Or the director waits until “the technology is mature enough.” That day is long past.
The tools released by major AI labs over the past two years are built for immediate use. ChatGPT, Claude and their office integrations require no technical knowledge. They work via a browser, integrate with Word and Excel, and cost between €15 and €30 per user per month. The barrier is no longer the technology. It lies in the perception SMEs have of themselves: too small, lacking knowledge, or “AI is for big companies.”
Which tasks can you automate today
The easiest way to start is with tasks that meet three criteria. Firstly, the business rule is already known. Everyone knows what a correct quotation looks like, what an invoice must contain, and how a standard order is processed. Secondly, examples are available. Do you have ten old quotations lying around? Then AI has enough to work with. Thirdly, the quality can be assessed objectively. An invoice is either correct or it isn’t.
Tasks that meet these criteria can be found in virtually every SME: drawing up quotations based on a conversation or email, checking incoming invoices for discrepancies, processing orders, summarising meetings, and answering standard customer queries. These are not futuristic AI applications for SMEs. This is work currently done by people, and it could be done differently tomorrow.
How a tiling specialist reclaimed 6 hours a week
Previously, there were hours of administrative work each week that were high on the to-do list but low in value: drawing up quotes based on customer conversations, combing through invoices for errors, and manually entering orders. Repetitive, error-prone and time-consuming.
With Claude Cowork and the accompanying office plugins, they now process this work in a fraction of the time. An employee provides the relevant input; AI generates the quote; the employee checks and sends it. The subscription costs €20 per month. The saving: 6 hours a week. No IT project, no external agency, no months of waiting.
When a subscription is no longer enough
A subscription works excellently for one-off tasks that you slot into existing workflows: writing, checking and summarising more quickly. But there comes a point where you get more out of AI structurally than just time savings on what you were already doing.
That point is called AI-native processes. By this, we mean processes that you don’t build around AI, but that you set up from the ground up with AI at their core. A quotation process where AI not only writes but also consults the customer history, searches for similar projects and performs the price calculation. A customer service team that responds 24/7 without manual escalation rules. That sort of implementation requires more than a subscription — it requires an architectural choice.
That’s when it pays to bring someone on board who understands the technology and knows how processes work. Not to take over, but to prevent you from slapping AI onto a process that you really should have redesigned. That distinction — AI on existing processes versus AI-native processes — ultimately determines whether you save tens of hours a year or hundreds.
Frequently asked questions
How can I use AI for my business without technical knowledge?
Start with a subscription to Claude or ChatGPT (€15–30 per month) and choose one task you repeat daily: a quote, a summary, a check. Work with the tool for a week and measure how much time you save. No technical knowledge required — just a willingness to give it a go.
How much does AI implementation cost for an SME?
A subscription costs €15–30 per month per user. An AI-native process — where you redesign an existing workflow from scratch with AI at its core — costs more, but also delivers greater long-term benefits than a standalone tool added to an old process.
How do I know which tasks are suitable for AI applications in my business?
Look at tasks you repeat daily, where the rules are clear, and the quality can be assessed objectively. Quotation processing, invoice verification and order processing are classic starting points for AI in SMEs.
When do I need help with AI?
If you want to go beyond individual tasks and integrate AI into your core processes. At that point, external guidance pays for itself — not to take over from you, but to ensure you make the right choices before you start building.
