The work

Case Studies.

These are case studies in the literal sense: real applied-AI builds from inside the ecosystem, written up honestly — including what was hard and what we left for a human to decide. Most AI demos look great on stage and fall apart the moment they meet a parcel map, a permit deadline, or a public-records request. The work below is what shipped when AI left the demo and met the real world — a coastal county's stormwater grants, the operations of a special district, and a university's path from patent to license. It's all first-party, from the network mapped at dougliles.com/ecosystem.