Hex Scoring And Travel Time

Summary

Hex scoring combines parcel features, H3 aggregation, and road-network travel-time context into opportunity surfaces.

Problem

The best growth areas are not only the parcels inside a hex. LKCI needs to know what residential opportunity is reachable from an origin within operational drive-time constraints.

Principle

Score locations using observable parcel features plus reachability, and export privacy-safe map layers.

Platform Shape

Geo feature services build parcel and H3 aggregates. Routing jobs build travel time matrices, and scoring libraries generate component and strategic scores for map and audience surfaces.

Source Evidence

• docs/domains/geo.md
• libs/geo/scoring
• services/geo/features
• jobs/geo/build_hex_travel_time_matrix

Related Reading

• docs/engineering/reference/geo-analysis-console.md
• docs/engineering/concepts/marketing-audiences.md