Neighborhood Now

Context without a destination

Most location applications begin with a task: navigate somewhere, find a restaurant, or follow a tour. Neighborhood Now begins with presence. When you enter or move through a neighborhood, it offers a concise briefing about where you are and what matters now.

The product is designed to remain useful while walking. A map communicates boundaries and orientation; a short spoken narrative provides context without demanding continued screen attention.

How it works

The SwiftUI application sends location, accuracy, and movement context to a FastAPI service. The backend resolves the coordinate against NYC neighborhood geometry, assembles deterministic local context, produces or retrieves reviewed narration, and optionally returns neural speech.

Narration is cached on disk for resilient playback. The backend includes ingestion history, a review queue, draft generation, approval, and rollback so generated local information can be operated as content rather than treated as an ephemeral model response.

Product principles

• Thirty seconds should be enough. The briefing prioritizes information that changes how someone understands the immediate place.
• Audio is primary, not ornamental. The experience is designed for movement and partial attention.
• Generated content needs operations. Drafting, review, provenance, and rollback are part of the product.
• Fallbacks should remain useful. Cached and deterministic content keeps the experience functional when models or speech services are unavailable.

Next step

The next milestone is a polished Roosevelt Island demonstration with a small number of deterministic transit, weather, history, and public-space sources.