Montana prototypes
Functional tools built on public Montana data, alongside cross-state prototypes that apply to every state government.
Montana-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.
Montana Procurement Policy Search (RAG Chatbot)
RAG-powered chatbot and searchable database of Montana procurement law (MCA Title 18, Chapter 4) built for Rick Dorvall at the Department of Military Affairs CFMO. Ask procurement questions in plain English and get answers with specific MCA citations.
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.
Cross-state tools
Reusable prototypes that apply across state governments, including Montana.State of the State Tracker
Ingests every governor's State of the State address and ongoing press releases. Lets users search and compare what peer states are doing on specific issues, with actual quotes and links to source material, filterable by region.
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.