What a 2-4 week software and AI PoC should prove
This public proof format shows the kind of primary information Urbano DX provides for buyer review: scope, duration, deliverables, measurable proof points, and next-decision evidence.
Public reference: Omoroi Estate
Omoroi Estate is a public product reference. It demonstrates a natural-language search flow where AI converts user intent into visible filters and map-based results.
- Natural-language input
- AI-generated editable filters
- Map-based result comparison
- Live product URL available for review
Buyer PoC measurement plan
For client work, the KPI is defined before implementation. The exact metric depends on the workflow, but the sprint should not end without measurable evidence.
- Reviewer acceptance rate
- Extraction or classification success rate
- API handoff success
- Manual steps reduced
- Pilot-user feedback
What is not claimed
This page does not invent client ROI. It shows the proof format and the public product example. Client KPI claims should be published only when a buyer approves the data.
- No fake customer numbers
- No anonymous ROI inflation
- Public examples separated from client claims
- Measurement plan written before build
Métricas clave
- 1 live URL: public product surface - Omoroi Estate is a public web app reference that buyers can inspect.
- 3 proof screens: search, filters, map - The flow proves natural-language input, AI-generated filters, and map-based comparison.
- 1 sprint path: from idea to demo - The same scope discipline applies to buyer PoCs: one user journey, one data path, one demo.
- KPI-ready: measurement plan - Buyer PoCs define measurable indicators before build, such as reviewer acceptance or API handoff success.
Case study fields to publish
- Duration and scope: Sprint length, included workflow, excluded work, data sources, and target users.
- Deliverables: Working app, API, LLM workflow, screenshots, demo recording, source handover, or dashboard.
- Measured result: One approved KPI such as time saved, accuracy, API success rate, user acceptance, or manual steps removed.