When I built GeoScreen, the goal was straightforward: take the datasets a competent geotechnical engineer would check and automate the interrogation so nothing gets missed under time pressure. The platform launched with a core stack: a set of geohazard ratings built on BGS geology, EA flood mapping, and heritage and ecology datasets. But after running