New York prototypes
Functional tools built on public New York data, alongside cross-state prototypes that apply to every state government.
New York-specific prototypes
Campaign Finance / Expenditure Reporting System
A modern campaign contribution and expenditure reporting portal for the Secretary of State's office. Also includes public-facing search of historical filings. OK Ethics Commission called Concourse inbound for this.
Medicaid Claims Outlier Analysis
Analysis tool that ingests the recently released federal Medicaid claims database, identifies statistical outliers and billing anomalies by provider, and visualizes them for state Medicaid officials. Designed as a starting point for cross-referencing with internal state datasets.
MTA Capital & Procurement Intelligence
MTA capital budget, procurement, and subway reliability dashboards. Two working dashboards: Capital & Procurement Intelligence (7 datasets, 4,694 projects, 65K contracts, 8,201 vendors, $202B capital budget tracked) and Subway Reliability & Incident Intelligence (8 datasets, 427K delay incidents).
New York State Land Portfolio Dashboard
Dashboard for New York state-owned land. 36,020 NYS Tax Parcels across 44 agencies, $53.7B full market value, 4.8M acres, 62 counties.
PANYNJ Airport Traffic Intelligence
Built from 796,000 rows of BTS air traffic data spanning January 2000 through February 2026. Covers JFK, EWR, LGA, SWF, and TEB with breakdowns by airline, route, terminal, and month.
PANYNJ Bridge & Tunnel Traffic
Combines monthly and annual traffic volumes with crash data across all six PANYNJ crossings. Includes toll elasticity analysis, E-ZPass adoption rates, and COVID/congestion pricing impacts from 2011 through 2025.
PANYNJ Capital Project Tracker
Extracted 782 capital projects totaling $37.2 billion from the Port Authority's 2017-2026 Capital Plan PDF. Parsed with AI from an 80-page appendix and mapped to departments, facilities, and project stages.
PANYNJ PATH Accessibility Tracker
Real-time elevator and escalator status across all 13 PATH stations, with uptime scores, outage history, and ADA compliance benchmarks referenced from the NYC Comptroller's 2019 audit.
PANYNJ Port Cargo & Maritime
Tracks container throughput, rail movements, bulk cargo, automobile imports, and freight car volumes at the Port of New York and New Jersey from data.ny.gov Socrata datasets.
PANYNJ Public Records Portal
Searchable database of FOIL/OPRA public records requests with analytics on response times, category distribution, and facility breakdowns. Seeded from real panynj.gov disclosures. 1,374 records with full-text search and response analytics.
State Intelligence Hub
State-level hub/portal.
State Land Portfolios
Interactive dashboards of state-owned real property across the United States. Covers 30 states, 676K parcels, and 88.8M acres. Each state page includes parcel-level mapping with flood risk, solar potential, and demographic overlays. Includes a national analytics view for cross-state comparison.
Statewide Contract Search
Searchable tool for government buyers to find active statewide procurement contracts. Scrapes each state's contract data and rebuilds a clean, searchable interface. Oklahoma version is live and used by 600+ CPOs.