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AI solutions and LLM integrations

Chatbots, automated replies, RAG on company knowledge — where it actually saves time.

AI is not hype for a slide deck. We deploy LLM and automation where impact is measurable: first-line support, document search, draft replies for managers.

RAG on your knowledge base, integration with Telegram, website and CRM — with quality control and data safety.

What's included

  • ROI audit: where AI pays off
  • Chatbots (Telegram, website, Bitrix24)
  • RAG on documents and FAQ
  • OpenAI / Claude / local model integration
  • Prompt engineering and guardrails
  • Answer quality monitoring

Who it's for

  • Support with repetitive questions
  • Companies with large policy libraries
  • Products needing smart search

Common questions

Does data go to the cloud?

We discuss on the brief: cloud APIs, on-premise or hybrid. For sensitive data — anonymization and access policies.

Will a bot replace all support?

No — we handle typical requests, humans take complex ones. Goal is to offload, not replace your team.

Let's discuss your task?

We reply within 24 hours. Or message us on Telegram.