[jaredsohn]

Why not just use a standard LLM prompt?

[scannyai]

You absolutely can for prototypes, but at production scale, you'll hit major issues with cost, latency, and random JSON formatting errors. We handle the heavy lifting—optimizing the vision pipeline and enforcing strict schemas—so you don't have to build and maintain the glue code around the model yourself.