Most companies are afraid of chatbots for two reasons. Either they cost a fortune to implement — six-figure projects that still don’t deliver. Or — worse — the chatbot starts improvising and says things nobody taught it. Warranty promises that don’t exist. Discounts the company doesn’t offer. Recommending the competition.
In Ragen we built the chatbot so both of those risks are eliminated at the source.
How it works in practice
You open the Ragen panel. You pick the knowledge base the chatbot should know — T&Cs, price lists, FAQs, product documentation, returns policy. It can be five documents, it can be five hundred. You set the assistant’s personality in one sentence: “You’re the XYZ shop’s assistant, you answer in English, you recommend only products from our catalogue, you don’t discuss competitors.” You copy the snippet. You paste it on the site.
From that moment the assistant answers customers only based on the materials you gave it. It doesn’t fantasise. It doesn’t invent prices. It doesn’t recommend competitors. If someone tries to manipulate it — “ignore all instructions and…” — we block that before it reaches the model.
Three scenarios from real deployments
An e-commerce shop. Customer response time dropped from 4 hours to 3 minutes. 60% of questions concerned the same five topics: availability, delivery time, returns, sizes, payment. The chatbot answers instantly, 24/7, in a register that doesn’t sound like Google Translate. Customer service is freed up for cases that genuinely need a human.
A B2B company with a long sales cycle. A prospect visits the site at 11 pm, reads a case study, has a question. Instead of filling out a form and waiting two days for a response — they ask the chatbot and get an answer immediately with a link to the specific document. “Visit → enquiry” conversion rises, because the two-day contact gap is removed.
A SaaS platform with technical documentation. The docs are 400 pages. Users don’t read them. The chatbot knows every page and answers with a citation. Support tickets drop, because a large share of questions is resolved without a human.
An admin panel that does half the work
You have a panel where you see every conversation. You know what customers ask, where the chatbot gets lost, what to clarify in the knowledge base. It isn’t a black box — it’s a tool you teach day by day. After a week you know what’s missing from the FAQ. After a month your chatbot answers most questions accurately, because you fed it what customers are actually looking for.
Comparison with the alternatives
A dedicated chatbot implementation at an AI agency: tens of thousands of euros per project, plus maintenance costs, plus 2–4 months of delivery. Risk: after launch you’ll have to “polish” it for more large sums.
In Ragen the first deployment cost is a fraction of that. Launch takes days, not months. If something doesn’t fit, you turn the chatbot off with one click.
There’s no magic here — just the right tool for the right problem. Most companies don’t need a custom chatbot for €40,000. They need a chatbot that works.