# AI & automation

AI agents, MCP servers and LLM integration – securely embedded in existing systems with guardrails.

## Technologies and methods

- **Artificial intelligence:** OpenAI, Anthropic Claude, Google Gemini, Mistral, DeepSeek, Perplexity, OpenRouter, Groq, Ollama, vLLM, LM Studio, Azure OpenAI, Amazon Bedrock, Model Context Protocol (MCP), AI agents & agent skills, LangChain, Embeddings & RAG, Whisper, OCR, Hugging Face, PyTorch, Guardrails, LLM evaluation & benchmarks, Crawl4AI, SearXNG, Generative engine optimization

## Four phases with clear deliverables

- Phase 1: Analysis. System landscape, dependencies and regulatory frame as a solid baseline.
- Phase 2: Design. Target picture, architecture and delivery plan with milestones, risks and compliance controls.
- Phase 3: Delivery. Iterative, automated and measurable – together with your teams.
- Phase 4: Handover. Stable operations, complete documentation and enabled teams.

All twelve services are listed in the [services](https://www.klein.business/en/services/) overview; a short [request](https://www.klein.business/en/contact/) is enough for a first conversation.

## Frequently asked questions

### How does a collaboration start?

With a short [request](https://www.klein.business/en/contact/). We reply within two working days with a proposal for a no-obligation first conversation.

Last updated: 2026-11-11

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Source: <https://www.klein.business/en/services/ai-automation/>