AI Assistants for Swiss SMEs — Swiss Hosting, No Data Leaks.
From simple chatbots to autonomous agents. We securely integrate AI into your Swiss enterprise – without data leaks.
// DIGITAL_EMPLOYEE
Imagine an employee who knows your company by heart, speaks 50 languages, and never sleeps. They answer customer queries instantly, qualify leads, and book appointments.
No wait times for your customers. Answers in seconds.
We protect your data. No usage for training public models.
The AI answers ONLY based on your PDFs and company info.
Smart Assistant Package
The perfect entry point. A chat widget on your website that knows your prices, opening hours, and documents.
| Knowledge Base | Up to 50 documents (PDF/Web) |
| Design | Adaptation to your CI/CD |
| Integration | Web-Widget (Copy & Paste) |
| Security | Privacy Shield (Redaction) |
// RAG_ARCHITECTURE_V2
Tech Stack 2026We implement a Retrieval-Augmented Generation (RAG) pipeline with hybrid search (dense vector + sparse keyword) to ensure zero-shot accuracy on proprietary data.
// SYSTEM_SPECIFICATIONS
01_INGESTION_PIPELINE
- Loaders: Universal parsers for PDF, Docx, HTML, Notion, SQL.
- Chunking: Recursive semantic splitting (overlapping windows) to preserve context.
- Metadata: Automatic extraction of dates, authors, and categories for pre-filtering.
02_SECURITY_&_COMPLIANCE
- Zero-Training: Enterprise API contracts ensure your data is NOT used for model training.
- PII Redaction: Middleware layer (Presidio) masks emails/phones before sending to LLM.
- Residency: Vector DB hosted in Switzerland (Infomaniak / Exoscale) or on-premise. No US cloud dependency.
03_AGENTIC_WORKFLOWS
- Tool Calling: Agents can trigger Webhooks (Make.com) to update CRMs or book Calendar slots.
- Reasoning: Chain-of-Thought prompts for complex multi-step tasks.
- Human-in-the-loop: Escalation protocols for low-confidence queries.
Enterprise / Custom
Full process automation & On-Premise LLMs.
Unsure which model fits? Ask our AI Architect.
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