To navigate the burgeoning field of artificial intelligence responsibly, organizations are increasingly adopting framework-based AI policies. This approach moves beyond reactive measures, proactively embedding ethical considerations and legal obligations directly into the AI development lifecycle. A robust principles-based AI policy isn't merely a