AI Just Made 21,000 Local Government Contracts Easy to Read
The deals your city makes with neighbors are finally searchable — and that's a big deal.
Every day, your city signs deals with the county next door. Maybe they share a snowplow. Maybe one town's fire department covers another's. These handshake-style contracts are called "interlocal agreements," and they move billions of public dollars. The problem: they're written in dense legal language, scattered across filing cabinets and clunky websites. Nobody could read them all. Until now.
A research team took Iowa's entire archive — 21,629 agreements, the biggest collection in the country — and ran it through three AI models: LLaMA 3.1, GPT 5.2 Pro, and Gemini 3 Pro. Think of these as very fast readers that can skim a contract and answer questions about it. The AI sorted each contract into one of four buckets: a straight service contract, a resource-sharing deal, a joint operation, or a brand-new shared agency. It also pulled out the money — who pays, who gets paid, and how much — then drew it all as a web of connections.
The picture that emerged is striking. A handful of big service providers sit at the center of the network. Counties turn out to be the most flexible players, acting as both buyer and seller depending on the deal. Cities are mostly buyers — they pay others to do things. And some local governments depend heavily on just a few providers, which is worth knowing if one of those providers ever stumbles.
Why should you care? Because this is the first time anyone can actually see the money trail in local government. If your town is quietly reliant on one neighboring city for its water or its 911 dispatch, that's a risk you'd want to know about. The same method could be pointed at your state's contracts next — and if a reporter or watchdog uses it, you'll be reading the results.
- AI read and sorted 21,629 local government contracts from Iowa — the largest such archive in the U.S. — in a task that would take humans years.
- The results show a few big service providers dominate, with counties as the most versatile players and cities mostly paying the bills.
- The method is reusable, meaning other states could soon map exactly where their public dollars flow — and who depends on whom.
Why It Matters
This could expose wasteful deals and risky dependencies in your town's budget — and put that information in the public's hands.