NYC Prototypes

Drill-down into NYC's expense and revenue budgets across fiscal years and budget stages, with treemap/bar/beeswarm views and a text-to-SQL chat over the underlying data.

Every city-owned tax lot classified by development opportunity, joining DCP's City Owned and Leased Property dataset with MapPLUTO parcels — color-coded by agency.

AI-assembled PPB §2-08 responsibility-determination reports from SAM.gov, NYS/NYC debarment lists, Checkbook NYC, and court/enforcement records.

Vision-LLM extraction of regulatory agreements from 15.7k ACRIS document page scans, with expiration alerts and a portfolio-wide affordability dashboard.

Operational dashboard tracking per-building emissions against LL97 caps, 2024/2030 compliance status, penalty exposure, enforcement pipeline, and equity overlays.

Grounded AI disposal guidance chat paired with donate and drop-off locations near you.

Published trained model scoring 1,323 of 1,665 stitched DDC capital projects for delay and cost-overrun risk, with per-project risk explanations and a fully auditable model card.

Landlord-portfolio distress scoring that ranks sibling buildings into prioritized tenant-outreach queues.

NDA/precinct indicator choropleths overlaid with DYCD program sites and contract dollars, drawing on 19 public data sources.

Published network model forecasting how relocating or resizing a Citi Bike station shifts ridership — trained on 13 years of trips and validated against 132 real relocation events.