AI assistants and workflows
Document search, structured extraction, analysis and task-specific assistants with human review where it matters.
AI systems · web products · automation
We build AI tools, web products and integrations around your process, data and users. Start with a clear problem and a step you can review.
Share a short brief or a link in Telegram. We will clarify the scope before proposing paid work.
A real process, with its constraints
The right mix of software and AI
A result you can inspect
What we build
A model alone is rarely the whole solution. We connect it to the interface, data, permissions and systems people already use.
Document search, structured extraction, analysis and task-specific assistants with human review where it matters.
Interfaces, portals and internal tools that make a process easier to use, follow and improve.
Connect APIs, CRM, messaging and existing software; define what runs automatically and what stays under review.
Selected work
Product case
A platform for transcribing calls and meetings, analyzing them against custom checklists and producing actionable AI summaries.
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Custom AI platform that turns natural-language business questions into SQL reports, charts and operational analytics for ports and logistics teams.
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A Chrome extension for QA teams and developers: click a visual issue on a site and get an AI-generated code fix, patch or pull request.
View productEach page describes the product and its current scope. A similar project starts with your own requirements.
How we work
We review the task and available materials, identify open questions and agree how the result will be checked before larger work begins.
Send a brief in TelegramA short description, current system or useful links are enough to start.
We clarify constraints, dependencies and a practical first result.
Scope, budget and acceptance criteria are discussed before paid work.
Have a project in mind?
Start with a short brief. We will clarify the task and discuss a sensible next step.