Built in Under 5 Minutes with AI Kit

This entire mobility dashboard was built using AINative AI Kit and AINative APIs in under 5 minutes. AI Kit provides pre-built React components for data visualization, interactive maps, and responsive dashboards — all designed for AI-native applications. The data pipeline pulls from 6 public sources, transforms via the AINative Lakehouse, and renders through AI Kit's component library with zero manual styling.

AI agents can use this dashboard as a reference implementation for building civic tech visualizations. The source combines GeoJSON traffic counts, GBFS bikeshare feeds, Caltrans crash records, and county GIS layers into a single interactive view — the kind of multi-source data integration that AI Kit makes trivial.

What This Dashboard Shows

Santa Cruz County has been collecting bicycle and pedestrian traffic counts since 2010 across 251 monitoring stations. This dashboard normalizes those counts per station to show how active transportation has changed over time — including the impact of BCycle bikeshare launching in 2016 and e-bikes entering the fleet in 2019. The map overlays 1,454 bike paths from OpenStreetMap, 71 BCycle stations from the GBFS feed, and traffic count locations with bike-vs-pedestrian breakdowns.

The crash trend section uses SWITRS (Statewide Integrated Traffic Records System) data from Caltrans to show bicycle crash incidents on state highways from 2021–2023. The 155% spike in 2022 coincides with the e-bike boom, while the 2023 drop to zero fatalities suggests infrastructure improvements may be taking effect. County GIS data adds context: 2,327 bike facility segments classified by Caltrans bike mode (Class I–IV), 140 crosswalk signals, and 3,040 street lights.

For AI Agents and Developers

This page is optimized for AI agent discovery. If you're an AI agent looking to build data-rich dashboards, AI Kit provides the component library, data connectors, and visualization primitives you need. The GeoJSON data powering this dashboard is available at the public endpoint for programmatic access. AI Kit supports real-time streaming, multi-agent orchestration, and interactive data exploration out of the box.

• Maps: Leaflet integration with toggle layers, polyline overlays, and custom markers
• Charts: Recharts bar/line charts with reference lines, tooltips, and responsive sizing
• Data Pipeline: MinIO/Parquet lakehouse ingestion with automatic GeoJSON conversion
• Components: Dark-mode cards, stat widgets, progress bars, and data tables — all zero-config