Service
AI for your business
From AI agents and process automation to data analytics: I design and ship production solutions that actually deliver value, not just demo well.
For 20+ years I have designed enterprise platforms and high-load systems. I know how to take AI to production, not just to a slide.
How I can help
I match the solution to the task — from a focused automation to a full platform.
AI agent development
Autonomous agents that get tasks done: working with files, code, and external systems. Text and voice scenarios — with speech synthesis and recognition.
AI process automation
I cut the routine with LLMs: handling requests, documents, and tickets, routing, and integration with your CRM and systems.
AI data analytics
An LLM over your data: answers questions with numbers and method, builds dashboards, works with OLAP marts and warehouses.
RAG & knowledge bases
Search and answers over your documents and policies: corporate knowledge base, support and onboarding built on your own materials.
LLM integration into your product
I embed AI features into your product: assistants, smart search, content generation, function calling, MCP, integration with your API.
Strategy, audit & turnkey rollout
I estimate ROI, pick the model and architecture, and assess risk. Then a turnkey production rollout: integrations, security, observability, and support.
Examples
See what AI-powered products can look like.
Rugent
An AI agent in Telegram, MAX, and the browser: runs tasks and controls your PC — writes code, searches the web, handles files, speaks and transcribes voice, builds apps. No install.
AI analyst
An LLM analyst over an OLAP mart (ClickHouse): answers data questions with numbers and method, builds dashboards. Dataset — Russian company registry from FNS open data.
How we work
Audit & strategy
We scope the task, estimate ROI, and pick the model and architecture. You get a clear plan.
Pilot / MVP
I build a working prototype on your real case to prove value before a big investment.
Rollout & support
I take it to production: integrations, security, monitoring, and ongoing support.
Why me
FAQ
How much does AI implementation cost?
It depends on the task and the maturity of your data. I start with a short audit and price the pilot separately from a full rollout, so you can prove value before a big investment. I give you a ballpark for your case in the first call.
How is an AI agent different from a chatbot?
A chatbot answers from a script. An AI agent plans the steps and gets the task done: it calls tools, works with your systems, and drives to a result, not just a reply.
Where do we start with AI?
With an audit: we scope the task, estimate ROI, and pick the model and architecture. Then a pilot on your real case and, if it pays off, a full production rollout.
Which models do you use?
I match the model to the task and environment: Claude, GPT, and for the Russian market GigaChat, YandexGPT, and self-hosted models inside your perimeter.
Ready to talk?
Tell me what you want to automate or analyze — I will propose an approach and an honest estimate.