Product development
and AI systems.
We handle product design, development and launch. Start with a first release or improve an existing system.
What we do
AI interfaces & assistants
AI features and assistants, document search (RAG), personalization and analytics, integrated with the product's safety requirements.
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
We connect services, payments, analytics, CRM and internal systems so people don't have to move data manually.
Technical launch
Deployment, infrastructure and monitoring so your team can update and maintain the product after launch.
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 handle routine requests and pass the rest to an operator.
Process automation
We connect services so people don't have to move data manually. We add AI where it helps.
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 first release that solves the task and lets you measure the result.
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.
How we work
Products from scratch
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.
From task to launch
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
We define a first release that solves the task and lets you measure the result.
Launch and improve
We ship to production, connect analytics and refine by how the product is actually used.
For which tasks
Technologies
We can agree on a first release with a fixed scope, monthly work or a separate discovery phase. We discuss the format and timelines before starting.