Omoroi Estate: AI house search as a product sprint
Omoroi Estate shows how a narrow product idea can become a working web app: natural-language search, AI-generated filters, and map-based discovery.
What was built
The product lets users search homes with plain language and interactive map results. The sprint shape connects a familiar product surface with AI-assisted interpretation.
- Natural-language house search
- AI-generated filters
- Interactive map results
- Launchable web app surface
Why it matters
The product pattern is relevant beyond real estate: AI turns messy user intent into structured filters, visible choices, and actions people can review.
- User intent capture
- Structured search criteria
- Editable product output
- Clear path to iteration
Public proof
This is a public product example from Urbano DX. It demonstrates the same delivery discipline used for paid PoCs and MVP sprints.
- Focused product slice
- UI plus AI workflow
- Real deployment surface
- Handover-ready architecture mindset