// services
Service catalog
We deploy AI agents, fine-tune language models, build analytics platforms and develop Linux systems software.
01
AI & ML
Artificial intelligence & machine learning
Language models, RAG assistants and autonomous agents trained on your company data.
LLM fine-tuning
We adapt language models (Llama, Mistral, Qwen and others) to your domain: training on corporate data, specialised assistants, industry chatbots.
RAG systems & corporate assistants
LLMs connected to your internal knowledge base: search across documents, policies and databases. Answers grounded in your business, not generic internet content.
AI agents & process automation
Agents that work autonomously: collect data, write reports, call APIs, monitor markets. Orchestrated with MCP, AutoGen and custom frameworks.
Anomaly & event detection
Real-time ML models that detect sounds and patterns: industrial sites, security systems, acoustic monitoring. Runs on edge devices.
02
Data
Analytics platforms & data engineering
We bring scattered data together into clear platforms, dashboards and niche CRMs.
Platforms for traders & managers
Market and operational data from many sources in one interface: filters, alerts and history in one place — no more spreadsheets.
Web scraping & data collection
Automated collection from websites, APIs, Telegram channels and market feeds. Cleaning, structuring and storage in a usable format. Anti-bot protection handled.
CRM / ERP for niche workflows
When off-the-shelf systems don't fit, we build one around your process: grain trading, logistics, manufacturing. Only what your team actually needs.
Dashboards & analytics panels
KPIs, real-time reports and historical charts. Integrations with 1C, Google Sheets and internal databases. Works in the browser, nothing to install.
03
Infra
Server infrastructure & DevOps
Servers, VPN, CI/CD and monitoring — set up from scratch, documented and maintained.
Servers & VPN deployment
Servers for any workload: app deployment, corporate VPN, traffic proxying. Set up from scratch, documented and handed over to you.
Linux server administration
Setting up and maintaining Linux environments: security, monitoring, backups, automatic updates. Audits of existing infrastructure with recommendations.
CI/CD & deployment automation
Pipelines for automated builds, tests and deployments. Your code reaches the server in one click, with no manual steps.
04
Systems
Systems & embedded software
C++ on Linux, signal and sensor processing, reliable utilities and daemons.
C++ development for Linux
High-performance applications, system utilities, daemons and kernel modules — when speed and predictable behaviour matter.
Signal & sensor data processing
Acquisition, filtering and analysis of data from sensors, microphones, SDR receivers and industrial buses (UART, I2C, SPI) in real time with low latency.
Desktop utilities & CLI tools
Internal tools: converters, monitors, task automators. Stable, free of GUI dependencies, ready for scripting and servers.
Pricing
Indicative prices
The final cost is set after the briefing. Prices exclude VAT. Long-term projects have separate terms.
AI & automation
- AI agent / business process automationOne agent integrated with 1–2 external servicesfrom ₽60,000project
- RAG system / corporate assistantSearch across company documents, knowledge basefrom ₽120,000project
- Industry-specific LLM fine-tuningData preparation, training, quality evaluationfrom ₽200,000project
- Detection ML model (audio / signals)Development, training, deployment to an edge devicefrom ₽150,000project
Analytics & data
- Telegram bot with business logicNotifications, commands, database integrationfrom ₽40,000project
- Analytics platform for traders / managersData aggregation and web interfacefrom ₽100,000project
- Scraper / data collectorScheduled collection, cleaning and storage₽30,000–80,000project
- Niche CRM / ERP systemBuilt around a specific company processfrom ₽180,000project
Infrastructure & systems
Tell us about your task — we'll propose an approach
We'll estimate the scope, pick the stack and name the timeline. We reply within one business day.
or email us at kovelia@list.ru