From a task
to a working system.
We build and launch AI and web products, handling the interface, backend, AI integrations and improvements after launch.
The workshop's craft
The whole product
One team handles product design, UX, backend, AI, launch and ongoing improvements.
The first working release
We start with a release that solves the task and lets you measure the result. The architecture supports future development.
AI in a working product
AI features, assistants and document search. We define the intended result, safety limits and budget before development.
The workshop's expertise
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.
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.
Before your first AI pilot
Choose a task, check your documents and estimate model costs. These resources help you prepare for a project discussion.
All journal articlesEstimate your model API costs
Enter request volume and response length to compare monthly costs using public prices.
Calculate costsAI adoption for business
How to choose the first task for AI, run a pilot and accept the result.
RAG data readiness checklist
15 checks and a PDF with no sign-up: are your documents ready for AI search.
AI agents for business: which tasks to give them
Scenarios, permission limits and a table for choosing the first process.
How to build an AI agent: what it takes beyond a prompt
Tools, data, evaluation and running an agent in production.
Our projects
MedTech · AI
NovaMed
AI-based clinical decision support: multimodal analysis of history, labs and records; probabilistic recommendations — in a sensitive domain with safety.
Computer Vision · MedTech
EyeMesearing
Automated calculation of ophthalmic parameters from an eye photo: MRD1, MRD2 and others, segmentation, integration with clinics and telemedicine.
GeoAI · Monitoring
Pollution Detection
Oil-spill detection from satellite and UAV data: online detection, map output, analytics. Result: response delay from 6–48 h to online.
We also build our own products
We also develop our own products, managing launches, usage analytics, AI costs, safety and ongoing updates.
An AI diary for self-reflection
Voice and text entries, AI day reviews and patterns over time. The Android app is available on Google Play and RuStore, under a separate brand. We built it from scratch and launched it.
A separate B2C brand · inner-voice.tech