Author: MichaelHWhite

Decision AI: How to Replace Brittle Rules and Chatty LLMs with Typed, Calibrated Outputs

What Decision AI Actually Means for Engineers Generative AI produces text. Decision AI produces decisions—specifically, typed answers that code can consume without parsing prose or guessing intent. That distinction matters when you are wiring models into production systems. A chat model asked to “reply in JSON” might return a string, a number, a nested object,