In my recent work, including withe Clairvoyint, I've been using Overspan lately to access OpenStreetMap data with AI. It operates a full-planet Overpass service with an MCP interface, which gives me a convenient way to work with OSM without maintaining that infrastructure myself. Its paid plans put explicit limits around requests and query resources. That … Continue reading Revisiting Open Data and AI
Tag: OSM
Prototyping AI-Ready OSM
In a post last week, Open Data and AI, I discussed how open data projects are facing a new kind of consumer: AI-automated systems that can pull public data continuously, at scale, and in patterns the original infrastructure was never designed to support. OpenStreetMap is one of the clearest examples. It is globally important, community … Continue reading Prototyping AI-Ready OSM
Open Data and AI
Open data projects are seeing a new kind of consumer in the form of automated systems that can consume public data continuously, at scale, and through access patterns that were not designed with them in mind. People downloading data, building products, or creating derivative services have always been part of the bargain. AI-driven consumption, however, … Continue reading Open Data and AI
The Siren Song of Global Identifiers
[Author's Note: At the time of this writing, I am a member of the OSM US Advisory Council. This post reflects my personal analysis and opinion. It has not been endorsed by OSM US, and is not intended to reflect their views.] Recently, a proposal submitted to the Open Geospatial Consortium (OGC) set off a … Continue reading The Siren Song of Global Identifiers
HIFLD Open Is Dead*, Long Live HIFLD
Before it was HIFLD, it was briefly FGDWG. Before that, it was a nameless thing in its infancy. In those early days, it bounced around between conference rooms in Norfolk, Dahlgren, and Chantilly. I was fortunate enough to be in the rooms where it was born and took shape. I was a contractor supporting an … Continue reading HIFLD Open Is Dead*, Long Live HIFLD




