# Decision API: Shipping Typed, Deterministic Decisions Instead of Parsing Model Prose Ask most engineering teams how they get a model to make a decision in production, and you’ll hear a familiar story: prompt a chat model to “reply only in JSON,” then wrap the call in a parser, a retry loop, a schema validator,