AI Chatbots & Agents

Answers from your knowledge — not from half the internet.

AI Chatbots & Agents — ai-leipzig, KI-Agentur Leipzig

Most chatbots fail on one thing: they don’t know your business. We build assistants that answer solely from your own content, dock onto your systems and consider data protection. The result is not a chit-chat bot, but a tool that reliably helps customers and staff — multilingual if you wish.

Click-menu or make-it-up AI — neither helps

There are two common kinds of chatbot, and both disappoint. The rigid click-menu leads in circles because it never hits the real question. The free-talking AI sounds confident but, in doubt, invents answers ("hallucination") — and knows neither your prices nor your opening hours or processes. For a business, both are a risk rather than a help.

What decides it is where the answers come from. A usable assistant draws on your real content — documents, knowledge base, systems. With Retrieval-Augmented Generation (RAG) we back every answer with your sources; what isn’t covered, the assistant says openly instead of guessing. That anchoring is what separates a nice gimmick from a tool you can trust.

Four steps to a reliable assistant

  1. 01

    Gather the knowledge

    We bring your relevant content together — website, manuals, FAQ, product data — into a secure knowledge base.

  2. 02

    Back answers (RAG)

    Every answer is formed from and backed by your sources. If something is missing, the assistant says so openly — instead of inventing.

  3. 03

    Connect & set limits

    We couple booking, CRM or ticket systems and define clearly what the assistant may do, what not, and when it hands over to a human.

  4. 04

    Test & improve

    Before launch we check with real questions. In operation we review real conversations and sharpen answers and knowledge base.

What AI chatbots and agents are good for

An assistant pays off wherever the same questions keep recurring or information is searched for constantly. Examples:

  • Customer service around the clock for the ever-same questions.
  • Multilingual assistant for international customers and trade-fair guests.
  • Internal knowledge guide that pulls answers from manuals and policies.
  • Product and offer guidance that leads to the right solution.
  • Taking appointments and pre-qualifying incoming enquiries.
  • Fast search across documents and contracts in the company.

What you gain

  • Backed answers

    The assistant answers from your documents and systems — checkable and without made-up information. What it doesn’t know, it says honestly.

  • Always reachable

    Common questions answered instantly — at night, on weekends, in several languages. Your team handles the tricky cases.

  • Controlled & GDPR-compliant

    EU hosting available, clear data flows, firm guardrails. You decide what the assistant talks about — and what it doesn’t.

FAQ

Can the chatbot make answers up?

Through RAG, every answer is anchored to your sources. Anything not covered, the assistant flags openly instead of guessing.

Can it be coupled to our systems?

Yes — from knowledge base through CRM to booking system, we connect the required systems by interface.

Chatbot or agent — what’s the difference?

A chatbot answers questions. An agent can also take actions — like booking an appointment or creating a ticket — within clearly set limits.

Is our data safe?

Yes. We process GDPR-compliant, enable EU hosting and never share data with third parties uncontrolled.

Does the bot replace the whole customer service?

No — nor is that the goal. It takes the recurring questions and cleanly hands complex or sensitive cases to your team.

Where does the assistant run?

On the website, in the customer portal, or internally in your team’s chat tool — wherever it brings the most value.