Context
Product case
Pilot
PropTech / Interiors
We frame each case around a concrete task, role, and operational result, not around a technology showcase.
Projects
Selected cases where AI agents, interfaces, and automation create measurable operational impact.
Where the impact appears
We start from the concrete case, not from a wall of cards
The left side lists projects. The right side shows the selected case, results, and stack without visual noise.
Selected case
Interio-AI
AI interior redesign service from room photos with material selection and estimates inside a client cabinet.
Results
• 420 requests processed in 4 weeks, average generation time — 1 minute.
• 28% registration conversion and 6% paid conversion during the pilot.
• 6–10 hours saved per project for designers and clients.
Stack
ControlNet / SD pipeline
Ollama (prompt LLM)
Python + FastAPI
Next.js 14
SQLite (PostgreSQL supported)
Redis queues
Nginx + Uvicorn
Open case