Michigan prototypes
Functional tools built on public Michigan data, alongside cross-state prototypes that apply to every state government.
Michigan-specific prototypes
Budget & Financial Dashboard (EMU)
Banner-connected budget and financial planning dashboard built for Eastern Michigan University. Includes real-time enrollment tracking, FTIAC (First Time In Any College) metrics, tuition revenue by student type and college, departmental budget vs. net tuition), and retention metrics.
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.
Michigan Drain Ledger
St. Joseph County Drain Ledger System — Product Demo.
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.