✨ AI-first transformations

We help specialists and companies go AI-first

Custom development, consulting, and implementation of AI solutions for business

Courses

Original courses and intensives on AI-driven development

Intensive
On-demand
Online support

Intensive: Building AI Agents with Cursor

Flagship intensive for a fast start in AI-driven development. Adopt a systematic AI-driven approach with Cursor and build a portfolio of LLM projects.

On-demand
Intermediate
On-demand
Online support

AI-Driven Fullstack Development

Full-cycle development with AI agents. Take a product from idea to a production-ready application. Covers the fullstack lifecycle: from working with LLMs to hands-on backend, API, database, frontend, DevOps, and production rollout.

1.5 months (10 sessions)
Foundation
Online

AI-First Transformation

Hands-on adoption of AI tools to raise productivity: ChatGPT and alternatives, local models, no-code automation with n8n, AI prototyping, and Cursor.

Cohort now forming
Intermediate
Online

AI-Driven Development of AI Agents

A practical pass through the modern stack for building AI agents. Covers advanced RAG systems, third-party tool integrations, quality evaluation, security, and multi-agent architecture design.

April 14, 1.5 months
Advanced
Online

Deep Agents: Advanced AI Agent Development

Build production-ready agent systems. Covers GraphRAG, multimodal RAG, advanced context engineering, Deep Agents, evaluation, red teaming, prompt management, multi-agent patterns, and scaling via A2A and A2UI protocols.

May 26, 2 months

Corporate

Full-cycle AI-first transformation

88% of companies stall at the pilot stage — they lack a systematic approach

You lose competitive ground and budget while competitors are already shipping AI in production

Programs for teams

Programs across the full roadmap: from first AI adoption to production-ready systems
Business track: strategy, brief sessions, foundation course, marathon, platform rollout
Technical track: AI-driven development, automation, RAG systems, AI agents, local deployment
Tailored to the company's domain and real tasks
The team applies AI on live work from day one

Consulting and audit

Strategy sessions for executives on AI transformation
Process audit and an AI implementation roadmap
Prioritization matrix by business value and delivery complexity
Team support through every stage of the transformation
A clear rollout plan with ROI and deadlines

Development and implementation

End-to-end enterprise AI solutions: from audit to production
HR bots for 100k+ employees, smart search, multimodal assistants
RAG systems, agent solutions, and corporate integrations via MCP
Local deployment in a closed loop, no external APIs
We work under NDA
A working solution with a measurable business effect

Case Studies

From chatbots to industrial agent systems

Conversational AI assistant for banking

Major bank (NDA)
RAGAgentic AIWeb Forms GenerationLangFuseDocker

Challenge

Build a conversational AI banking client prototype (PoC) to show the architecture and exercise the stack.

Automate client requests through web chat
Integrate with banking systems to run operations
Search the knowledge base and auto-generate web forms
Stand up quality evaluation for RAG and agents

Solution

A web app with an AI agent, RAG pipelines, core-banking emulation, and dynamic form generation.

Conversational UI that routes requests to RAG and tools
Up to 2 RAG pipelines for knowledge-base indexing
Agent tools that emulate banking operations
Web forms generated from the intended operation
LangFuse monitoring and evaluation against a validation dataset

Contact

Questions about programs, services, or partnership opportunities.

Sergey Smirnov

Founder

Sergey Smirnov

Head of AI · PhD

  • International AI hackathon prizewinner
  • WSIS Prizes
We help make the hard things simple!
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Consulting, implementation, and development of custom AI solutions for business
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