Marketing operations teams face risks from decentralized generative AI access, including ballooning token fees and non-compliant outputs, according to MarTech.
Operations leaders can deploy an internal prompt-management library of approved templates. These templates embed brand guidelines, negative constraints, and tone-of-voice rules into system instructions to enforce compliance regardless of user input.
All model requests must route through a single middleware API gateway.