AI features should be designed with clear data boundaries. A model should only receive the data needed for the task, and the application should enforce the same permissions users already have.
Logging and review flows matter too. Teams need to know what happened, where a recommendation came from, and when a human should approve the final action.
The goal is not to slow AI work down. The goal is to make it safe enough for real business use.