Ensures that generated content adheres to brand voice, regulatory language requirements, and approved terminology.
Generation constrained by rules: mandated phrasings included, prohibited claims excluded, approved terminology enforced. The variant with genuine relevance in regulated industries.
Regulated communications where certain wording is required and certain claims are forbidden — financial promotions, health claims, safety information.
Unconstrained creative work, where the guardrails are the whole cost and none of the benefit.
Compliance constraints must be verified after generation, not merely instructed before it. A prompt asking the model to include required wording is not a control; checking the output contains it is.
Constraint satisfaction without meaning — required wording present but placed where nobody reads it, or phrased so as to technically comply while undermining the intent.
Customer communications for a financial product where risk warnings must appear verbatim and no phrasing may imply advice, with post-generation verification of both.