Your Knowledge
AI-Powered
RAG systems and knowledge bases — your documents become intelligently searchable. Semantic Search finds what keyword search misses.
Use Cases
What do you use RAG for?
Internal Knowledge Portal
Employees find answers in manuals, policies, and process documents.
Customer Support
AI chatbot answers customer inquiries with your product knowledge.
Technical Documentation
Developers and technicians quickly find relevant specifications.
Legal & Compliance
Make legal documents, contracts, and compliance guidelines searchable.
Features
What makes our RAG system special?
Semantic Search
Understands meaning, not just keywords — finds relevant content intelligently.
Knowledge Base
All documents centrally indexed and instantly searchable.
AI Answers
Precise answers with source citations from your own data.
Data Security
Your data stays under your control — GDPR compliant.
Integration
Seamless connection to CRM, ERP, helpdesk, and more.
Multilingual
Questions and answers in multiple languages.
How RAG Works
From Question to Precise Answer
See how your question finds the most relevant documents in milliseconds and generates a source-based answer.
Pricing
RAG System — Costs
Starter
Perfect for small teams.
- Up to 1,000 documents
- Semantic Search
- Web interface
- PDF, Word, Excel
- Email support
- 3 months updates
Business
For growing companies.
- Up to 10,000 documents
- AI chatbot integration
- API access
- All document types
- Slack/Teams integration
- 12 months support
Enterprise
Custom solutions.
- Unlimited documents
- Multi-tenant capable
- On-premise possible
- Custom integrations
- SLA & dedicated support
- Training included
Process
How your RAG system is built
Analysis
Assessment of your data sources and use cases.
Setup
Indexing your documents and configuration.
Integration
Connection to existing systems and workflows.
Go-Live
Training, launch, and continuous optimization.
FAQ
Frequently Asked Questions
What is RAG (Retrieval-Augmented Generation)?
RAG combines Large Language Models with your own knowledge base. Instead of general knowledge, the AI uses your specific documents, manuals, and data to provide precise, context-aware answers.
How much does a RAG system cost?
A RAG system at mazdek starts from CHF 4,990 for small knowledge bases. Enterprise solutions with extensive documents are individually quoted. AI-powered development saves you up to 70% compared to in-house development.
What documents can the system process?
Our RAG system processes PDFs, Word, Excel, PowerPoint, emails, websites, Confluence, Notion, SharePoint, and more. Structured data from databases and APIs is also integrated.
How accurate are the answers?
Through Semantic Search and embedding technology, RAG delivers precise answers with source citations. Hallucinations are minimized as the AI only accesses your verified data.
Is my knowledge secure?
Yes, your data stays in your infrastructure or in a dedicated cloud tenant. We use encryption, access controls, and GDPR-compliant hosting partners in Switzerland.
Can RAG integrate with existing systems?
Yes, we integrate RAG into your existing IT: CRM, ERP, helpdesk, intranet, Slack, Teams. APIs enable seamless integration into workflows and applications.
How long does implementation take?
A basic RAG system is operational in 2-4 weeks. More complex projects with many data sources require 6-12 weeks. Pilot projects with limited scope are possible in 1-2 weeks.
What is Semantic Search?
Semantic Search understands the meaning of your question, not just keywords. "How do I request vacation?" also finds documents about "leave application" or "absence policy" — smarter than classic full-text search.
Does the system support multiple languages?
Yes, our RAG system supports multilingual knowledge bases. Questions in German are answered even from English or French documents — ideal for international teams.
How is the system trained?
No classic training needed. Documents are indexed once and immediately searchable. Updates happen automatically when changes occur. Fine-tuning is optional for specialized use cases.
RAG & Knowledge Systems — Your Advantages with mazdek
mazdek is your Swiss AI agency for RAG systems and knowledge bases. With Retrieval-Augmented Generation, your enterprise knowledge becomes intelligently searchable — more precise than classic full-text search, more secure than public AI tools.
Whether internal knowledge portal, customer support bot, or technical documentation — our AI-powered RAG systems deliver answers with source citations from your own data. GDPR compliant, on-premise or in the cloud.
RAG System Switzerland • Retrieval Augmented Generation • AI Knowledge Base • Semantic Search • Knowledge Base • Enterprise Search • AI Document Search • Chatbot with Custom Knowledge • Vector Database • Embeddings
After Project Completion
Keep Your Knowledge Base Performing
Your RAG system needs continuous monitoring and seamless integration to deliver accurate answers at scale.
ARGUS Guardian
CHF 490/month
24/7 monitoring of your RAG system: vector database health, embedding pipeline, query latency, and answer quality. Instant alerts when retrieval accuracy drops.
- Vector database performance tracking
- Document indexing pipeline health
- Query response time monitoring
- Hallucination detection alerts
IRIS Messaging
CHF 800/month
Extend your RAG knowledge base to messaging channels: employees and customers can query your knowledge via WhatsApp, Telegram, or Slack with AI-powered responses.
- WhatsApp, Telegram, Signal
- Knowledge queries via chat
- Source citations in responses
- Slack & Teams integration
Ready for intelligent knowledge search?
Make your enterprise knowledge AI-searchable. Free initial consultation included.