Four prompts to build explainability where it actually lives — in the system around the model, not inside it.
They sequence from a use-case explanation matrix, to the instrumentation layer around a chosen model, to a human-in-the-loop that captures the reason, to a decision-reconstruction pack that ends in one number: your time-to-explain. Designed for both technical and non-technical users.
Companion essay: “Stop Asking the Black Box to Explain Itself”
TRIZ × AI | Regulated Markets · JL CREPPY