The craft of the workshop —
not a contractor's menu.
Through everything runs one promise: from a task to a working system. We take the product whole and ship it to production.
AI interfaces & assistants
LLM features, personalized flows, Retrieval (RAG), event analytics, safe integration of AI into a real product.
Landing & product sites
Marketing and product pages that explain value and bring leads.
Internal panels & platforms
CRM, admin panels, internal dashboards, knowledge bases, operational interfaces for the team's daily work.
Integrations & automation
Processes across services, payments, analytics, CRM and internal systems — with no manual gaps.
Technical launch
CI/CD, Docker, production configuration, monitoring, infrastructure: a product you can not only show, but also maintain.
Architecture for growth
Project, content and data structured so the product can grow.
The directions we're asked about most
AI development
LLM features, assistants and RAG in a real product — with safety and cost control.
AI agents
Agents that do the work inside your systems, not just answer in a chat.
AI adoption
Where to start with AI adoption: where it pays off and where it only adds cost.
RAG & knowledge base
Search across your documents with answers whose source you can see.
AI chatbots
Bots that carry a dialogue to an action and hand over to a human honestly.
Process automation
We remove manual gaps between services. AI only where it's actually needed.
Computer vision
Object and defect recognition on images, taken to production.
Document processing
Data extraction from invoices, acts and contracts without manual retyping.
MVP development
A minimal 0→1 release that already solves the task and gives a measurable signal.
Custom software development
The whole product: interface, backend, integrations and launch in one senior team.
Healthcare software development
Medtech, AI and computer vision in a sensitive domain — under a safety protocol.
0 → 1
MVPs and internal products from idea to production.
AI + Web in one cycle
Product UX, backend and LLM integrations by one team.
Senior-first
A small team, without management overhead or long approval chains.
Three steps, no 80-page spec
Frame the business task
What exactly must change after launch: sales, operational speed, service quality, or a new product hypothesis.
Design the short path to a release
Not a monolithic dream-map, but a minimal release that already solves the task and gives a measurable signal.
Build, launch, amplify
We ship to production, connect analytics and refine by how the product is actually used.
The engagement format (fixed-scope MVP / monthly / discovery sprint) and timelines we discuss after framing the task.