We build from an opinionated vision.
AI is an incredible tool for building software quickly when we know what we want to make. We decide what to build and how it should behave; before it ships, we verify the result against that intent. Handing those decisions over to AI leaves the work without human vision or oversight, looking like another AI-generated project.
We also use AI to work across more data than a person could review record by record. It can surface patterns for us to investigate, and help us trace recurring problems to their source. We decide how to address them: a change to the curation process can correct a bad trend across many records and prevent it from continuing, rather than leaving us to fix each instance by hand.