Work

Projects that work

A selection of products we designed and brought to production. For each project we picked the stack to fit the task, not the other way around.

Confidential

Under NDA

Some of our work is under NDA — we share these cases only with clients we're working with, and we'll happily walk you through them on a call.

AI integrationUnder NDA

AI visualization generator

We built a pipeline: a computer vision model analyzes a photo and a drawing, a prompt is composed and a photorealistic visualization is generated. A manager gets a ready result for the client in minutes instead of hours of designer work.

Outcome
  • Visualisation in minutes
  • Vision analysis of source files
  • Less load on designers
StackPythonClaude VisionReplicatePipeline
AI integrationUnder NDA

Knowledge base with an AI advisor

We built a knowledge base with semantic search: company documents are indexed into a vector database, and an AI advisor answers questions with links to the sources. Staff find what they need in seconds instead of scrolling through manuals.

Outcome
  • Semantic search over documents
  • Answers with source links
  • Single base owner — no conflicts
StackPythonChromaDBRAGLLM
Desktop · AIInternal product

AI teleprompter for calls

We built a desktop overlay assistant for calls: it transcribes the other side's speech, finds relevant answers in a knowledge base (RAG) and shows hints on top of the screen. The window is invisible during screen sharing, and all data is processed locally. Licensing and payments are built in.

Outcome
  • Real-time answer hints
  • Invisible during screen sharing
  • Data never leaves the computer
StackElectronPythonRAGStripe
Chatbots + automationInternal product

Telegram bot for email campaigns

We built a Telegram bot for email marketing: connecting SMTP accounts, managing contact lists, email templates and launching bulk campaigns — all from a chat, with no separate panel. Convenient for a small team.

Outcome
  • Campaigns from a Telegram chat
  • Templates and contact lists
  • Multiple SMTP accounts
StackNode.jsTelegram Bot APISMTPPostgreSQL
AutomationInternal product

Document generation system

We automated document output: data is inserted into templates and a ready package of files is produced for download. What an employee used to fill in by hand for half an hour is now ready in seconds and without errors.

Outcome
  • Template documents in seconds
  • Fewer manual errors
  • A ready package to download
StackNext.jsNode.jsPDFDocx

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